Multi-View Face Alignment Using Direct Appearance Models. - Stan Z. Li; HongJiang Zhang; Shuicheng Yan; QianSheng Cheng (FGR, 2002)

Multi-Class SVM Classifier Based on Pairwise Coupling. - Zeyu Li; Shiwei Tang; Shuicheng Yan (SVM, 2002)

Learning a Locality Preserving Subspace for Visual Recognition. - Xiaofei He 001; Shuicheng Yan; Yuxiao Hu 001; HongJiang Zhang (ICCV, 2003)

Ranking Prior Likelihood Distributions for Bayesian Shape Localization Framework. - Shuicheng Yan; Mingjing Li; HongJiang Zhang; QianSheng Cheng (ICCV, 2003)

Face alignment using view-based direct appearance models. - Shuicheng Yan; Xinwen Hou; Stan Z. Li; HongJiang Zhang; QianSheng Cheng (Int. J. Imaging Syst. Technol., 2003)

Face alignment using texture-constrained active shape models. - Shuicheng Yan; Ce Liu 001; Stan Z. Li; HongJiang Zhang; Heung-Yeung Shum; QianSheng Cheng (Image Vis. Comput., 2003)

Efficient PageRank with Same Out-Link Groups. - Yizhou Lu; Xuezheng Liu; Hua Li 001; Benyu Zhang; Wensi Xi; Zheng Chen 001; Shuicheng Yan; Wei-Ying Ma (AIRS, 2004)

Learning similarity measures in non-orthogonal space. - Ning Liu 001; Benyu Zhang; Jun Yan 001; Qiang Yang 001; Shuicheng Yan; Zheng Chen 001; Fengshan Bai; Wei-Ying Ma (CIKM, 2004)

Discriminant Analysis on Embedded Manifold. - Shuicheng Yan; HongJiang Zhang; Yuxiao Hu 001; Benyu Zhang; QianSheng Cheng (ECCV (1), 2004)

Automatic 3D Reconstruction for Face Recognition. - Yuxiao Hu 001; Dalong Jiang; Shuicheng Yan; Lei Zhang 001; HongJiang Zhang (FGR, 2004)

Online Supervised Learning for Digital Library. - Ning Liu 001; Benyu Zhang; Jun Yan 001; Wensi Xi; Shuicheng Yan; Zheng Chen 001; Fengshan Bai; Wei-Ying Ma (ICADL, 2004)

Mining Ratio Rules Via Principal Sparse Non-Negative Matrix Factorization. - Chenyong Hu; Benyu Zhang; Shuicheng Yan; Qiang Yang 001; Jun Yan 001; Zheng Chen 001; Wei-Ying Ma (ICDM, 2004)

IMMC: incremental maximum margin criterion. - Jun Yan 001; Benyu Zhang; Shuicheng Yan; Qiang Yang 001; Hua Li 001; Zheng Chen 001; Wensi Xi; Weiguo Fan; Wei-Ying Ma; QianSheng Cheng (KDD, 2004)

Automatic, Effective, and Efficient 3D Face Reconstruction from Arbitrary View Image. - Changhu Wang; Shuicheng Yan; Hua Li 001; HongJiang Zhang; Mingjing Li (PCM (2), 2004)

Link fusion: a unified link analysis framework for multi-type interrelated data objects. - Wensi Xi; Benyu Zhang; Zheng Chen 001; Yizhou Lu; Shuicheng Yan; Wei-Ying Ma; Edward A. Fox (WWW, 2004)

Bayesian shape localization for face recognition using global and local textures. - Shuicheng Yan; Xiaofei He 001; Yuxiao Hu 001; HongJiang Zhang; Mingjing Li; QianSheng Cheng (IEEE Trans. Circuits Syst. Video Technol., 2004)

Concurrent Subspaces Analysis. - Dong Xu 001; Shuicheng Yan; Lei Zhang 001; HongJiang Zhang; Zhengkai Liu; Heung-Yeung Shum (CVPR (2), 2005)

Discriminant Analysis with Tensor Representation. - Shuicheng Yan; Dong Xu 001; Qiang Yang 001; Lei Zhang 001; Xiaoou Tang; HongJiang Zhang (CVPR (1), 2005)

Graph Embedding: A General Framework for Dimensionality Reduction. - Shuicheng Yan; Dong Xu 001; Benyu Zhang; HongJiang Zhang (CVPR (2), 2005)

Coupled Kernel-Based Subspace Learning. - Shuicheng Yan; Dong Xu 001; Lei Zhang 001; Benyu Zhang; HongJiang Zhang (CVPR (1), 2005)

Fisher+Kernel Criterion for Discriminant Analysis. - Shu Yang; Shuicheng Yan; Dong Xu 001; Xiaoou Tang; Chao Zhang (CVPR (2), 2005)

Neighborhood Preserving Embedding. - Xiaofei He 001; Deng Cai 001; Shuicheng Yan; HongJiang Zhang (ICCV, 2005)

Tensor-based factor decomposition for relighting. - Dahua Lin; Yingqing Xu; Xiaoou Tang; Shuicheng Yan (ICIP (2), 2005)

Feedback-based dynamic generalized LDA for face recognition. - Dahua Lin; Shuicheng Yan; Xiaoou Tang (ICIP (2), 2005)

Comparative study: face recognition on unspecific persons using linear subspace methods. - Dahua Lin; Shuicheng Yan; Xiaoou Tang (ICIP (3), 2005)

Largest-eigenvalue-theory for incremental principal component analysis. - Shuicheng Yan; Xiaoou Tang (ICIP (1), 2005)

Realistic 3D Face Modeling by Fusing Multiple 2D Images. - Changhu Wang; Shuicheng Yan; HongJiang Zhang; Wei-Ying Ma (MMM, 2005)

Parallel Image Matrix Compression for Face Recognition. - Dong Xu 001; Shuicheng Yan; Lei Zhang 001; Mingjing Li; Wei-Ying Ma; Zhengkai Liu; HongJiang Zhang (MMM, 2005)

OCFS: optimal orthogonal centroid feature selection for text categorization. - Jun Yan 001; Ning Liu 001; Benyu Zhang; Shuicheng Yan; Zheng Chen 001; QianSheng Cheng; Weiguo Fan; Wei-Ying Ma (SIGIR, 2005)

Learning quantifiable associations via principal sparse non-negative matrix factorization. - Chenyong Hu; Benyu Zhang; Yongji Wang 002; Shuicheng Yan; Zheng Chen 001; Qing Wang 001; Qiang Yang 001 (Intell. Data Anal., 2005)

Robust Non-Frontal Face Alignment with Edge Based Texture. - Hua Li 001; Shuicheng Yan; Li-Zhong Peng (J. Comput. Sci. Technol., 2005)

Face Recognition Using Laplacianfaces. - Xiaofei He 001; Shuicheng Yan; Yuxiao Hu 001; Partha Niyogi; HongJiang Zhang (IEEE Trans. Pattern Anal. Mach. Intell., 2005)

Efficient 3D reconstruction for face recognition. - Dalong Jiang; Yuxiao Hu 001; Shuicheng Yan; Lei Zhang 001; HongJiang Zhang; Wen Gao 001 (Pattern Recognit., 2005)

Pursuing Informative Projection on Grassmann Manifold. - Dahua Lin; Shuicheng Yan; Xiaoou Tang (CVPR (2), 2006)

Learning Semantic Patterns with Discriminant Localized Binary Projections. - Shuicheng Yan; Tianqiang Yuan; Xiaoou Tang (CVPR (1), 2006)

Trace Quotient Problems Revisited. - Shuicheng Yan; Xiaoou Tang (ECCV (2), 2006)

A Novel Scalable Algorithm for Supervised Subspace Learning. - Jun Yan 001; Ning Liu 001; Benyu Zhang; Qiang Yang 001; Shuicheng Yan; Zheng Chen 001 (ICDM, 2006)

Locally adaptive classification piloted by uncertainty. - Juan Dai; Shuicheng Yan; Xiaoou Tang; James T. Kwok (ICML, 2006)

Dimensionality Reduction with Adaptive Kernels. - Shuicheng Yan; Xiaoou Tang (ICPR (2), 2006)

Perspective Symmetry Invariant and Its Applications. - Tianqiang Yuan; Shuicheng Yan; Xiaoou Tang (ICPR (4), 2006)

Maximum unfolded embedding: formulation, solution, and application for image clustering. - Huan Wang 001; Shuicheng Yan; Thomas S. Huang; Xiaoou Tang (ACM Multimedia, 2006)

A scalable supervised algorithm for dimensionality reduction on streaming data. - Jun Yan 001; Benyu Zhang; Shuicheng Yan; Ning Liu 001; Qiang Yang 001; QianSheng Cheng; Hua Li 001; Zheng Chen 001; Wei-Ying Ma (Inf. Sci., 2006)

Human Gait Recognition With Matrix Representation. - Dong Xu 001; Shuicheng Yan; Dacheng Tao; Lei Zhang 001; Xuelong Li 001; HongJiang Zhang (IEEE Trans. Circuits Syst. Video Technol., 2006)

Effective and Efficient Dimensionality Reduction for Large-Scale and Streaming Data Preprocessing. - Jun Yan 001; Benyu Zhang; Ning Liu 001; Shuicheng Yan; QianSheng Cheng; Weiguo Fan; Qiang Yang 001; Wensi Xi; Zheng Chen 001 (IEEE Trans. Knowl. Data Eng., 2006)

Learning a Person-Independent Representation for Precise 3D Pose Estimation. - Shuicheng Yan; ZhenQiu Zhang; Yun Fu 001; Yuxiao Hu 001; Jilin Tu; Thomas S. Huang (CLEAR, 2007)

Trace Ratio vs. Ratio Trace for Dimensionality Reduction. - Huan Wang 001; Shuicheng Yan; Dong Xu 001; Xiaoou Tang; Thomas S. Huang (CVPR, 2007)

Element Rearrangement for Tensor-Based Subspace Learning. - Shuicheng Yan; Dong Xu 001; Stephen Lin 001; Thomas S. Huang; Shih-Fu Chang (CVPR, 2007)

Exploring Feature Descritors for Face Recognition. - Shuicheng Yan; Huan Wang 001; Xiaoou Tang; Thomas S. Huang (ICASSP (1), 2007)

Learning Auto-Structured Regressor from Uncertain Nonnegative Labels. - Shuicheng Yan; Huan Wang 001; Xiaoou Tang; Thomas S. Huang (ICCV, 2007)

Local Word Bag Model for Text Categorization. - Wen Pu; Ning Liu 001; Shuicheng Yan; Jun Yan 001; Kunqing Xie; Zheng Chen 001 (ICDM, 2007)

Ranking with Uncertain Labels. - Shuicheng Yan; Huan Wang 001; Thomas S. Huang; Qiong Yang; Xiaoou Tang (ICME, 2007)

Detecting Anomaly in Videos from Trajectory Similarity Analysis. - Yue Zhou; Shuicheng Yan; Thomas S. Huang (ICME, 2007)

Transductive regression piloted by inter-manifold relations. - Huan Wang 001; Shuicheng Yan; Thomas S. Huang; Jianzhuang Liu; Xiaoou Tang (ICML, 2007)

A Convengent Solution to Tensor Subspace Learning. - Huan Wang 001; Shuicheng Yan; Thomas S. Huang; Xiaoou Tang (IJCAI, 2007)

Causal relation of queries from temporal logs. - Yizhou Sun; Kunqing Xie; Ning Liu 001; Shuicheng Yan; Benyu Zhang; Zheng Chen 001 (WWW, 2007)

Ranking with uncertain labels and its applications. - Shuicheng Yan; Huan Wang 001; Jianzhuang Liu; Xiaoou Tang; Thomas S. Huang (Frontiers Comput. Sci. China, 2007)

Face Recognition - a Generalized Marginal Fisher Analysis Approach. - Dong Xu 001; Dacheng Tao; Xuelong Li 001; Shuicheng Yan (Int. J. Image Graph., 2007)

Graph Embedding and Extensions: A General Framework for Dimensionality Reduction. - Shuicheng Yan; Dong Xu 001; Benyu Zhang; HongJiang Zhang; Qiang Yang 001; Stephen Lin 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2007)

Nonlinear Discriminant Analysis on Embedded Manifold. - Shuicheng Yan; Yuxiao Hu 001; Dong Xu 001; Hong-Jiang Zhang; Benyu Zhang; QianSheng Cheng (IEEE Trans. Circuits Syst. Video Technol., 2007)

A Parameter-Free Framework for General Supervised Subspace Learning. - Shuicheng Yan; Jianzhuang Liu; Xiaoou Tang; Thomas S. Huang (IEEE Trans. Inf. Forensics Secur., 2007)

Marginal Fisher Analysis and Its Variants for Human Gait Recognition and Content- Based Image Retrieval. - Dong Xu 001; Shuicheng Yan; Dacheng Tao; Stephen Lin 001; Hong-Jiang Zhang (IEEE Trans. Image Process., 2007)

Formulating Face Verification With Semidefinite Programming. - Shuicheng Yan; Jianzhuang Liu; Xiaoou Tang; Thomas S. Huang (IEEE Trans. Image Process., 2007)

Face Verification With Balanced Thresholds. - Shuicheng Yan; Dong Xu 001; Xiaoou Tang (IEEE Trans. Image Process., 2007)

Multilinear Discriminant Analysis for Face Recognition. - Shuicheng Yan; Dong Xu 001; Qiang Yang 001; Lei Zhang 001; Xiaoou Tang; HongJiang Zhang (IEEE Trans. Image Process., 2007)

Bilinear Analysis for Kernel Selection and Nonlinear Feature Extraction. - Shu Yang; Shuicheng Yan; Chao Zhang; Xiaoou Tang (IEEE Trans. Neural Networks, 2007)

Rank-One Projections With Adaptive Margins for Face Recognition. - Dong Xu 001; Stephen Lin 001; Shuicheng Yan; Xiaoou Tang (IEEE Trans. Syst. Man Cybern. Part B, 2007)

Trace Ratio Criterion for Feature Selection. - Feiping Nie 001; Shiming Xiang; Yangqing Jia; Changshui Zhang; Shuicheng Yan (AAAI, 2008)

Discriminative local binary patterns for human detection in personal album. - Yadong Mu; Shuicheng Yan; Yi Liu; Thomas S. Huang; Bingfeng Zhou (CVPR, 2008)

Near duplicate image identification with patially Aligned Pyramid Matching. - Dong Xu 001; Tat-Jen Cham; Shuicheng Yan; Shih-Fu Chang (CVPR, 2008)

Regression from patch-kernel. - Shuicheng Yan; Xi Zhou; Ming Liu 009; Mark Hasegawa-Johnson; Thomas S. Huang (CVPR, 2008)

Non-negative graph embedding. - Jianchao Yang; Shuicheng Yan; Yun Fu 001; Xuelong Li 001; Thomas S. Huang (CVPR, 2008)

Pair-activity classification by bi-trajectories analysis. - Yue Zhou; Shuicheng Yan; Thomas S. Huang (CVPR, 2008)

Discriminant simplex analysis. - Yun Fu 001; Shuicheng Yan; Thomas S. Huang (ICASSP, 2008)

Flexible X-Y patches for face recognition. - Ming Liu 009; Shuicheng Yan; Yun Fu 001; Thomas S. Huang (ICASSP, 2008)

Extracting age information from local spatially flexible patches. - Shuicheng Yan; Ming Liu 009; Thomas S. Huang (ICASSP, 2008)

Web Query Prediction by Unifying Model. - Ning Liu 001; Jun Yan 001; Shuicheng Yan; Weiguo Fan; Zheng Chen 001 (ICDM Workshops, 2008)

Learning by Propagability. - Bingbing Ni; Shuicheng Yan; Ashraf A. Kassim; Loong Fah Cheong (ICDM, 2008)

Learning the Latent Semantic Space for Ranking in Text Retrieval. - Jun Yan 001; Shuicheng Yan; Ning Liu 001; Zheng Chen 001 (ICDM, 2008)

Real-time human action recognition by luminance field trajectory analysis. - Zhu Li 001; Yun Fu 001; Thomas S. Huang; Shuicheng Yan (ACM Multimedia, 2008)

Categorizing bi-object video activities using bag of segments and causality features. - Yue Zhou; Shuicheng Yan; Thomas S. Huang (VNBA, 2008)

SIFT-Bag kernel for video event analysis. - Xi Zhou; Xiaodan Zhuang; Shuicheng Yan; Shih-Fu Chang; Mark Hasegawa-Johnson; Thomas S. Huang (ACM Multimedia, 2008)

Near-duplicate keyframe retrieval by nonrigid image matching. - Jianke Zhu; Steven C. H. Hoi; Michael R. Lyu; Shuicheng Yan (ACM Multimedia, 2008)

Correlation Metric for Generalized Feature Extraction. - Yun Fu 001; Shuicheng Yan; Thomas S. Huang (IEEE Trans. Pattern Anal. Mach. Intell., 2008)

Convergent 2-D Subspace Learning With Null Space Analysis. - Dong Xu 001; Shuicheng Yan; Stephen Lin 001; Thomas S. Huang (IEEE Trans. Circuits Syst. Video Technol., 2008)

Reconstruction and Recognition of Tensor-Based Objects With Concurrent Subspaces Analysis. - Dong Xu 001; Shuicheng Yan; Lei Zhang 001; Stephen Lin 001; Hong-Jiang Zhang; Thomas S. Huang (IEEE Trans. Circuits Syst. Video Technol., 2008)

Classification and Feature Extraction by Simplexization. - Yun Fu 001; Shuicheng Yan; Thomas S. Huang (IEEE Trans. Inf. Forensics Secur., 2008)

Regression From Uncertain Labels and Its Applications to Soft Biometrics. - Shuicheng Yan; Huan Wang 001; Xiaoou Tang; Jianzhuang Liu; Thomas S. Huang (IEEE Trans. Inf. Forensics Secur., 2008)

Face Recognition Using Spatially Constrained Earth Mover's Distance. - Dong Xu 001; Shuicheng Yan; Jiebo Luo 001 (IEEE Trans. Image Process., 2008)

Matrix-Variate Factor Analysis and Its Applications. - Xianchao Xie; Shuicheng Yan; James T. Kwok; Thomas S. Huang (IEEE Trans. Neural Networks, 2008)

Discriminant Locally Linear Embedding With High-Order Tensor Data. - Xuelong Li 001; Stephen Lin 001; Shuicheng Yan; Dong Xu 001 (IEEE Trans. Syst. Man Cybern. Part B, 2008)

Gait Components and Their Application to Gender Recognition. - Xuelong Li 001; Stephen J. Maybank; Shuicheng Yan; Dacheng Tao; Dong Xu 001 (IEEE Trans. Syst. Man Cybern. Part C, 2008)

Contextual motion field-based distance for video analysis. - Yadong Mu; Shuicheng Yan; Thomas S. Huang; Bingfeng Zhou (Vis. Comput., 2008)

Contextual decomposition of multi-label images. - Teng Li 001; Tao Mei 001; Shuicheng Yan; In-So Kweon; Chil-Woo Lee (CVPR, 2009)

Recognizing human group activities with localized causalities. - Bingbing Ni; Shuicheng Yan; Ashraf A. Kassim (CVPR, 2009)

Contextualizing histogram. - Bingbing Ni; Shuicheng Yan; Ashraf A. Kassim (CVPR, 2009)

Hierarchical spatio-temporal context modeling for action recognition. - Ju Sun; Xiao Wu 004; Shuicheng Yan; Loong Fah Cheong; Tat-Seng Chua; Jintao Li 001 (CVPR, 2009)

Multiplicative nonnegative graph embedding. - Changhu Wang; Zheng Song; Shuicheng Yan; Lei Zhang 001; Hong-Jiang Zhang (CVPR, 2009)

Multi-label sparse coding for automatic image annotation. - Changhu Wang; Shuicheng Yan; Lei Zhang 001; Hong-Jiang Zhang (CVPR, 2009)

Directed Markov Stationary Features for visual classification. - Bingbing Ni; Shuicheng Yan; Ashraf A. Kassim (ICASSP, 2009)

Large scale natural image classification by sparsity exploration. - Changhu Wang; Shuicheng Yan; Hong-Jiang Zhang (ICASSP, 2009)

Action detection in complex scenes with spatial and temporal ambiguities. - Yuxiao Hu 001; Liangliang Cao; Fengjun Lv; Shuicheng Yan; Yihong Gong; Thomas S. Huang (ICCV, 2009)

An HOG-LBP human detector with partial occlusion handling. - Xiaoyu Wang 002; Tony X. Han; Shuicheng Yan (ICCV, 2009)

Unified Solution to Nonnegative Data Factorization Problems. - Xiaobai Liu; Shuicheng Yan; Jun Yan 001; Hai Jin 001 (ICDM, 2009)

Synthesizing Novel Dimension Reduction Algorithms in Matrix Trace Oriented Optimization Framework. - Jun Yan 001; Ning Liu 001; Shuicheng Yan; Qiang Yang 001; Zheng Chen 001 (ICDM, 2009)

Hidden-concept driven image decomposition towards semi-supervised multi-label image annotation. - Bing-Kun Bao; Teng Li 001; Shuicheng Yan (ICIMCS, 2009)

Local-driven semi-supervised learning with multi-label. - Teng Li 001; Shuicheng Yan; Tao Mei 001; In-So Kweon (ICME, 2009)

Semi-Supervised Classification on Evolutionary Data. - Yangqing Jia; Shuicheng Yan; Changshui Zhang (IJCAI, 2009)

Probabilistic latent semantic user segmentation for behavioral targeted advertising. - Xiaohui Wu; Jun Yan 001; Ning Liu 001; Shuicheng Yan; Ying Chen; Zheng Chen 001 (KDD Workshop on Data Mining and Audience Intelligence for Advertising, 2009)

Event driven summarization for web videos. - Richang Hong; Jinhui Tang 001; Hung-Khoon Tan; Shuicheng Yan; Chong-Wah Ngo; Tat-Seng Chua (WSM@MM, 2009)

Label to region by bi-layer sparsity priors. - Xiaobai Liu; Bin Cheng 001; Shuicheng Yan; Jinhui Tang 001; Tat-Seng Chua; Hai Jin 001 (ACM Multimedia, 2009)

Web image mining towards universal age estimator. - Bingbing Ni; Zheng Song; Shuicheng Yan (ACM Multimedia, 2009)

Inferring semantic concepts from community-contributed images and noisy tags. - Jinhui Tang 001; Shuicheng Yan; Richang Hong; Guo-Jun Qi; Tat-Seng Chua (ACM Multimedia, 2009)

Semi-supervised Learning by Sparse Representation. - Shuicheng Yan; Huan Wang 001 (SDM, 2009)

Straightforward Feature Selection for Scalable Latent Semantic Indexing. - Jun Yan 001; Shuicheng Yan; Ning Liu 001; Zheng Chen 001 (SDM, 2009)

Temporal query substitution for ad search. - Wen Zhang; Jun Yan 001; Shuicheng Yan; Ning Liu 001; Zheng Chen 001 (SIGIR, 2009)

ML-fusion based multi-model human detection and tracking for robust human-robot interfaces. - Liyuan Li; Jerry Kah Eng Hoe; Shuicheng Yan; Xinguo Yu (WACV, 2009)

Non-Negative Semi-Supervised Learning. - Changhu Wang; Shuicheng Yan; Lei Zhang 001; HongJiang Zhang (AISTATS, 2009)

Enhancing Bilinear Subspace Learning by Element Rearrangement. - Dong Xu 001; Shuicheng Yan; Stephen Lin 001; Thomas S. Huang; Shih-Fu Chang (IEEE Trans. Pattern Anal. Mach. Intell., 2009)

Introduction to the special issue on Video-based Object and Event Analysis. - Shiguang Shan; Qingshan Liu 001; Dacheng Tao; Dong Xu 001; Shuicheng Yan; Xuelong Li 001 (Pattern Recognit. Lett., 2009)

Correspondence Propagation with Weak Priors. - Huan Wang 001; Shuicheng Yan; Jianzhuang Liu; Xiaoou Tang; Thomas S. Huang (IEEE Trans. Image Process., 2009)

Semi-Supervised Bilinear Subspace Learning. - Dong Xu 001; Shuicheng Yan (IEEE Trans. Image Process., 2009)

Synchronized Submanifold Embedding for Person-Independent Pose Estimation and Beyond. - Shuicheng Yan; Huan Wang 001; Yun Fu 001; Jun Yan 001; Xiaoou Tang; Thomas S. Huang (IEEE Trans. Image Process., 2009)

Mode-kn Factor Analysis for Image Ensembles. - Shuicheng Yan; Huan Wang 001; Jilin Tu; Xiaoou Tang; Thomas S. Huang (IEEE Trans. Image Process., 2009)

Ubiquitously Supervised Subspace Learning. - Jianchao Yang; Shuicheng Yan; Thomas S. Huang (IEEE Trans. Image Process., 2009)

An online blog reading system by topic clustering and personalized ranking. - Xin Li; Jun Yan 001; Weiguo Fan; Ning Liu 001; Shuicheng Yan; Zheng Chen 001 (ACM Trans. Internet Techn., 2009)

Non-Metric Locality-Sensitive Hashing. - Yadong Mu; Shuicheng Yan (AAAI, 2010)

Learning to rank tags. - Zheng Wang 010; Jiashi Feng; Changshui Zhang; Shuicheng Yan (CIVR, 2010)

Factorization towards a classifier. - Qiang Chen 007; Shuicheng Yan; Tian-Tsong Ng (CVPR, 2010)

Spatialized epitome and its applications. - Xinqi Chu; Shuicheng Yan; Liyuan Li; Kap Luk Chan; Thomas S. Huang (CVPR, 2010)

Sparse representation using nonnegative curds and whey. - Yanan Liu; Fei Wu 001; Zhihua Zhang; Yueting Zhuang; Shuicheng Yan (CVPR, 2010)

Common visual pattern discovery via spatially coherent correspondences. - Hairong Liu; Shuicheng Yan (CVPR, 2010)

Nonparametric Label-to-Region by search. - Xiaobai Liu; Shuicheng Yan; Jiebo Luo 001; Jinhui Tang 001; ZhongYang Huang; Hai Jin 001 (CVPR, 2010)

Weakly-supervised hashing in kernel space. - Yadong Mu; Jialie Shen 001; Shuicheng Yan (CVPR, 2010)

Visual classification with multi-task joint sparse representation. - Xiaotong Yuan; Shuicheng Yan (CVPR, 2010)

Randomized Locality Sensitive Vocabularies for Bag-of-Features Model. - Yadong Mu; Ju Sun; Tony X. Han; Loong Fah Cheong; Shuicheng Yan (ECCV (3), 2010)

Multi-View Object Detection by Classifier Interpolation. - Xiaobai Liu; Haifeng Gong; Shuicheng Yan; Hai Jin 001 (ICASSP, 2010)

Feature selection for facial expression recognition using deformation modeling. - Ruchir Srivastava; Terence Sim; Shuicheng Yan; Surendra Ranganath (ICDIP, 2010)

Robust Low-Rank Subspace Segmentation with Semidefinite Guarantees. - Yuzhao Ni; Ju Sun; Xiaotong Yuan; Shuicheng Yan; Loong Fah Cheong (ICDM Workshops, 2010)

A Novel Contrast Co-learning Framework for Generating High Quality Training Data. - Zeyu Zheng; Jun Yan 001; Shuicheng Yan; Ning Liu 001; Zheng Chen 001; Ming Zhang 004 (ICDM, 2010)

Auto-generation of professional background music for home-made videos. - Jiashi Feng; Bingbing Ni; Shuicheng Yan (ICIMCS, 2010)

Activity recognition using dense long-duration trajectories. - Ju Sun; Yadong Mu; Shuicheng Yan; Loong Fah Cheong (ICME, 2010)

Robust Graph Mode Seeking by Graph Shift. - Hairong Liu; Shuicheng Yan (ICML, 2010)

Epitomized Summarization of Wireless Capsule Endoscopic Videos for Efficient Visualization. - Xinqi Chu; Chee Khun Poh; Liyuan Li; Kap Luk Chan; Shuicheng Yan; Weijia Shen; That Mon Htwe; Jiang Liu 001; Joo-Hwee Lim; Eng Hui Ong (MICCAI (2), 2010)

Efficient large-scale image annotation by probabilistic collaborative multi-label propagation. - Xiangyu Chen; Yadong Mu; Shuicheng Yan; Tat-Seng Chua (ACM Multimedia, 2010)

Learning to photograph. - Bin Cheng 001; Bingbing Ni; Shuicheng Yan; Qi Tian 001 (ACM Multimedia, 2010)

Towards a universal detector by mining concepts with small semantic gaps. - Jiashi Feng; Yantao Zheng; Shuicheng Yan (ACM Multimedia, 2010)

iComics: automatic conversion of movie into comics. - Richang Hong; Meng Wang 001; Guangda Li; Xiaotong Yuan; Shuicheng Yan; Tat-Seng Chua (ACM Multimedia, 2010)

Dynamic captioning: video accessibility enhancement for hearing impairment. - Richang Hong; Meng Wang 001; Mengdi Xu; Shuicheng Yan; Tat-Seng Chua (ACM Multimedia, 2010)

Movie2Comics: a feast of multimedia artwork. - Richang Hong; Xiaotong Yuan; Mengdi Xu; Meng Wang 001; Shuicheng Yan; Tat-Seng Chua (ACM Multimedia, 2010)

Image segmentation with patch-pair density priors. - Xiaobai Liu; Jiashi Feng; Shuicheng Yan; Hai Jin 001 (ACM Multimedia, 2010)

Unified tag analysis with multi-edge graph. - Dong Liu 001; Shuicheng Yan; Yong Rui; Hong-Jiang Zhang (ACM Multimedia, 2010)

One person labels one million images. - Jinhui Tang 001; Qiang Chen 007; Shuicheng Yan; Tat-Seng Chua; Ramesh C. Jain (ACM Multimedia, 2010)

Cast2Face: character identification in movie with actor-character correspondence. - Mengdi Xu; Xiaotong Yuan; Jialie Shen 001; Shuicheng Yan (ACM Multimedia, 2010)

Image tag refinement towards low-rank, content-tag prior and error sparsity. - Guangyu Zhu 002; Shuicheng Yan; Yi Ma 001 (ACM Multimedia, 2010)

Learning Cooking Techniques from YouTube. - Guangda Li; Richang Hong; Yantao Zheng; Shuicheng Yan; Tat-Seng Chua (MMM, 2010)

Robust Clustering as Ensembles of Affinity Relations. - Hairong Liu; Longin Jan Latecki; Shuicheng Yan (NIPS, 2010)

Effective music tagging through advanced statistical modeling. - Jialie Shen 001; Wang Meng; Shuicheng Yan; HweeHwa Pang; Xian-Sheng Hua 001 (SIGIR, 2010)

A co-learning framework for learning user search intents from rule-generated training data. - Jun Yan 001; Zeyu Zheng; Li Jiang; Yan Li; Shuicheng Yan; Zheng Chen 001 (SIGIR, 2010)

TRECVID 2010 Known-item Search by NUS. - Xiangyu Chen; Jin Yuan 002; Liqiang Nie; Zheng-Jun Zha; Shuicheng Yan; Tat-Seng Chua (TRECVID, 2010)

Selective Image Super-Resolution - Ju Sun; Qiang Chen 007; Shuicheng Yan; Loong Fah Cheong (CoRR, 2010)

Closed-Form Solutions to A Category of Nuclear Norm Minimization Problems - Guangcan Liu; Ju Sun; Shuicheng Yan (CoRR, 2010)

Sparse Representation for Computer Vision and Pattern Recognition. - John Wright 001; Yi Ma 001; Julien Mairal; Guillermo Sapiro; Thomas S. Huang; Shuicheng Yan (Proc. IEEE, 2010)

Near Duplicate Identification With Spatially Aligned Pyramid Matching. - Dong Xu 001; Tat-Jen Cham; Shuicheng Yan; Lixin Duan; Shih-Fu Chang (IEEE Trans. Circuits Syst. Video Technol., 2010)

Learning With ℓ1-Graph for Image Analysis. - Bin Cheng 001; Jianchao Yang; Shuicheng Yan; Yun Fu 001; Thomas S. Huang (IEEE Trans. Image Process., 2010)

Projective Nonnegative Graph Embedding. - Xiaobai Liu; Shuicheng Yan; Hai Jin 001 (IEEE Trans. Image Process., 2010)

Misalignment-Robust Face Recognition. - Shuicheng Yan; Huan Wang 001; Jianzhuang Liu; Xiaoou Tang; Thomas S. Huang (IEEE Trans. Image Process., 2010)

Image Clustering Using Local Discriminant Models and Global Integration. - Yi Yang 001; Dong Xu 001; Feiping Nie 001; Shuicheng Yan; Yueting Zhuang (IEEE Trans. Image Process., 2010)

Information-Theoretic Analysis of Input Strokes in Visual Object Cutout. - Yadong Mu; Bingfeng Zhou; Shuicheng Yan (IEEE Trans. Multim., 2010)

Size Adaptive Selection of Most Informative Features. - Si Liu 001; Hairong Liu; Longin Jan Latecki; Shuicheng Yan; Changsheng Xu; Hanqing Lu (AAAI, 2011)

Efficient Subspace Segmentation via Quadratic Programming. - Shusen Wang; Xiaotong Yuan; Tiansheng Yao; Shuicheng Yan; Jialie Shen 001 (AAAI, 2011)

Learning to rank audience for behavioral targeting in display ads. - Jian Tang 005; Ning Liu 001; Jun Yan 001; Yelong Shen; Shaodan Guo; Bin Gao 001; Shuicheng Yan; Ming Zhang 004 (CIKM, 2011)

Geometric ℓp-norm feature pooling for image classification. - Jiashi Feng; Bingbing Ni; Qi Tian 001; Shuicheng Yan (CVPR, 2011)

Segment an image by looking into an image corpus. - Xiaobai Liu; Jiashi Feng; Shuicheng Yan; Liang Lin; Hai Jin 001 (CVPR, 2011)

Accelerated low-rank visual recovery by random projection. - Yadong Mu; Jian Dong; Xiaotong Yuan; Shuicheng Yan (CVPR, 2011)

Contextualizing object detection and classification. - Zheng Song; Qiang Chen 007; ZhongYang Huang; Yang Hua 001; Shuicheng Yan (CVPR, 2011)

Accumulated motion images for facial expression recognition in videos. - Ruchir Srivastava; Sujoy Roy; Shuicheng Yan; Terence Sim (FG, 2011)

Multi-label visual classification with label exclusive context. - Xiangyu Chen; Xiao-Tong Yuan; Qiang Chen 007; Shuicheng Yan; Tat-Seng Chua (ICCV, 2011)

Multi-task low-rank affinity pursuit for image segmentation. - Bin Cheng 001; Guangcan Liu; Jingdong Wang 001; ZhongYang Huang; Shuicheng Yan (ICCV, 2011)

Latent Low-Rank Representation for subspace segmentation and feature extraction. - Guangcan Liu; Shuicheng Yan (ICCV, 2011)

Multi-class semi-supervised SVMs with Positiveness Exclusive Regularization. - Xiaobai Liu; Xiaotong Yuan; Shuicheng Yan; Hai Jin 001 (ICCV, 2011)

Learning universal multi-view age estimator using video context. - Zheng Song; Bingbing Ni; Dong Guo 001; Terence Sim; Shuicheng Yan (ICCV, 2011)

Predicting occupation via human clothing and contexts. - Zheng Song; Meng Wang 001; Xian-Sheng Hua 001; Shuicheng Yan (ICCV, 2011)

Cross Domain Random Walk for Query Intent Pattern Mining from Search Engine Log. - Siyu Gu; Jun Yan 001; Lei Ji 001; Shuicheng Yan; Junshi Huang; Ning Liu 001; Ying Chen; Zheng Chen 001 (ICDM, 2011)

Towards Optimal Discriminating Order for Multiclass Classification. - Dong Liu 001; Shuicheng Yan; Yadong Mu; Xian-Sheng Hua 001; Shih-Fu Chang; Hong-Jiang Zhang (ICDM, 2011)

Probabilistic indexing of media sequences. - Jialie Shen 001; Meng Wang 001; Shuicheng Yan; Qi Tian 001 (ICIMCS, 2011)

Learning reconfigurable hashing for diverse semantics. - Yadong Mu; Xiangyu Chen; Tat-Seng Chua; Shuicheng Yan (ICMR, 2011)

Towards multi-semantic image annotation with graph regularized exclusive group lasso. - Xiangyu Chen; Xiaotong Yuan; Shuicheng Yan; Jinhui Tang 001; Yong Rui; Tat-Seng Chua (ACM Multimedia, 2011)

Human group activity analysis with fusion of motion and appearance information. - Zhongwei Cheng; Lei Qin; Qingming Huang; Shuqiang Jiang; Shuicheng Yan; Qi Tian 001 (ACM Multimedia, 2011)

Purposive hidden-object game (P-HOG) towards imperceptible human computation. - Jian Dong; Yuzhao Ni; Jiashi Feng; Shuicheng Yan (ACM Multimedia, 2011)

Tag-based social image search with visual-text joint hypergraph learning. - Yue Gao 002; Meng Wang 001; Huan-Bo Luan; Jialie Shen 001; Shuicheng Yan; Dacheng Tao (ACM Multimedia, 2011)

Snap & play: auto-generate personalized find-the-difference mobile game. - Si Liu 001; Qiang Chen 007; Jian Dong; Shuicheng Yan; Changsheng Xu; Hanqing Lu (ACM Multimedia, 2011)

Next photo please: towards visually consistent sequential photo browsing. - Dong Liu 001; Shuicheng Yan; Hong-Jiang Zhang (ACM Multimedia, 2011)

Purposive hidden-object-game: embedding human computation in popular game. - Yuzhao Ni; Jian Dong; Jiashi Feng; Shuicheng Yan (ACM Multimedia, 2011)

Multimedia tagging: past, present and future. - Jialie Shen 001; Meng Wang 001; Shuicheng Yan; Xian-Sheng Hua 001 (ACM Multimedia, 2011)

Multi-actor Emotion Recognition in Movies Using a Bimodal Approach. - Ruchir Srivastava; Sujoy Roy; Shuicheng Yan; Terence Sim (MMM (2), 2011)

Generative Group Activity Analysis with Quaternion Descriptor. - Guangyu Zhu 002; Shuicheng Yan; Tony X. Han; Changsheng Xu (MMM (2), 2011)

Sparse hidden-dynamics conditional random fields for user intent understanding. - Yelong Shen; Jun Yan 001; Shuicheng Yan; Lei Ji 001; Ning Liu 001; Zheng Chen 001 (WWW, 2011)

Label-Specific Training Set Construction from Web Resource for Image Annotation - Jinhui Tang 001; Shuicheng Yan; Tat-Seng Chua; Ramesh C. Jain (CoRR, 2011)

Special issue on feature-oriented image and video computing for extracting contexts and semantics. - Yun Fu 001; Shuicheng Yan; Thomas S. Huang (Comput. Vis. Image Underst., 2011)

A Finite Newton Algorithm for Non-degenerate Piecewise Linear Systems. - Xiaotong Yuan; Shuicheng Yan (AISTATS, 2011)

Efficient region-aware large graph construction towards scalable multi-label propagation. - Bing-Kun Bao; Bingbing Ni; Yadong Mu; Shuicheng Yan (Pattern Recognit., 2011)

Active learning with adaptive regularization. - Zheng Wang 010; Shuicheng Yan; Changshui Zhang (Pattern Recognit., 2011)

Correntropy based feature selection using binary projection. - Hui Yan; Xiaotong Yuan; Shuicheng Yan; Jingyu Yang 001 (Pattern Recognit., 2011)

Adaptive Object Tracking by Learning Hybrid Template Online. - Xiaobai Liu; Liang Lin; Shuicheng Yan; Hai Jin 001; Wenbin Jiang 001 (IEEE Trans. Circuits Syst. Video Technol., 2011)

Integrating Spatio-Temporal Context With Multiview Representation for Object Recognition in Visual Surveillance. - Xiaobai Liu; Liang Lin; Shuicheng Yan; Hai Jin 001; Wenbing Tao (IEEE Trans. Circuits Syst. Video Technol., 2011)

Image Decomposition With Multilabel Context: Algorithms and Applications. - Teng Li 001; Shuicheng Yan; Tao Mei 001; Xian-Sheng Hua 001; In-So Kweon (IEEE Trans. Image Process., 2011)

Transferring Boosted Detectors Towards Viewpoint and Scene Adaptiveness. - Junbiao Pang; Qingming Huang; Shuicheng Yan; Shuqiang Jiang; Lei Qin (IEEE Trans. Image Process., 2011)

Assemble New Object Detector With Few Examples. - Kuiyuan Yang; Meng Wang 001; Xian-Sheng Hua 001; Shuicheng Yan; Hong-Jiang Zhang (IEEE Trans. Image Process., 2011)

Image annotation by kNN-sparse graph-based label propagation over noisily tagged web images. - Jinhui Tang 001; Richang Hong; Shuicheng Yan; Tat-Seng Chua; Guo-Jun Qi; Ramesh C. Jain (ACM Trans. Intell. Syst. Technol., 2011)

Recognizing pair-activities by causality analysis. - Yue Zhou; Bingbing Ni; Shuicheng Yan; Thomas S. Huang (ACM Trans. Intell. Syst. Technol., 2011)

Trace-Oriented Feature Analysis for Large-Scale Text Data Dimension Reduction. - Jun Yan 001; Ning Liu 001; Shuicheng Yan; Qiang Yang 001; Weiguo Fan; Wei Wei 002; Zheng Chen 001 (IEEE Trans. Knowl. Data Eng., 2011)

Automated Assembly of Shredded Pieces From Multiple Photos. - Hairong Liu; Shengjiao Cao; Shuicheng Yan (IEEE Trans. Multim., 2011)

Image Retagging Using Collaborative Tag Propagation. - Dong Liu 001; Shuicheng Yan; Xian-Sheng Hua 001; Hong-Jiang Zhang (IEEE Trans. Multim., 2011)

Web Image and Video Mining Towards Universal and Robust Age Estimator. - Bingbing Ni; Zheng Song; Shuicheng Yan (IEEE Trans. Multim., 2011)

Beyond search: Event-driven summarization for web videos. - Richang Hong; Jinhui Tang 001; Hung-Khoon Tan; Chong-Wah Ngo; Shuicheng Yan; Tat-Seng Chua (ACM Trans. Multim. Comput. Commun. Appl., 2011)

Video accessibility enhancement for hearing-impaired users. - Richang Hong; Meng Wang 001; Xiao-Tong Yuan; Mengdi Xu; Jianguo Jiang; Shuicheng Yan; Tat-Seng Chua (ACM Trans. Multim. Comput. Commun. Appl., 2011)

Near-duplicate keyframe retrieval by semi-supervised learning and nonrigid image matching. - Jianke Zhu; Steven C. H. Hoi; Michael R. Lyu; Shuicheng Yan (ACM Trans. Multim. Comput. Commun. Appl., 2011)

Hierarchical matching with side information for image classification. - Qiang Chen 007; Zheng Song; Yang Hua 001; ZhongYang Huang; Shuicheng Yan (CVPR, 2012)

Street-to-shop: Cross-scenario clothing retrieval via parts alignment and auxiliary set. - Si Liu 001; Zheng Song; Guangcan Liu; Changsheng Xu; Hanqing Lu; Shuicheng Yan (CVPR, 2012)

Efficient structure detection via random consensus graph. - Hairong Liu; Shuicheng Yan (CVPR, 2012)

Omni-range spatial contexts for visual classification. - Bingbing Ni; Mengdi Xu; Jinhui Tang 001; Shuicheng Yan; Pierre Moulin (CVPR, 2012)

Robust Non-negative Graph Embedding: Towards noisy data, unreliable graphs, and noisy labels. - Hanwang Zhang; Zheng-Jun Zha; Shuicheng Yan; Meng Wang 001; Tat-Seng Chua (CVPR, 2012)

Practical low-rank matrix approximation under robust L1-norm. - Yinqiang Zheng; Guangcan Liu; Shigeki Sugimoto; Shuicheng Yan; Masatoshi Okutomi (CVPR, 2012)

Generalizing Wiberg algorithm for rigid and nonrigid factorizations with missing components and metric constraints. - Yinqiang Zheng; Shigeki Sugimoto; Shuicheng Yan; Masatoshi Okutomi (CVPR, 2012)

Auto-Grouped Sparse Representation for Visual Analysis. - Jiashi Feng; Xiaotong Yuan; Zilei Wang; Huan Xu 001; Shuicheng Yan (ECCV (1), 2012)

Depth Matters: Influence of Depth Cues on Visual Saliency. - Congyan Lang; Tam V. Nguyen 002; Harish Katti; Karthik Yadati; Mohan S. Kankanhalli; Shuicheng Yan (ECCV (2), 2012)

Object-Layout-Aware Image Retrieval for Personal Album Management. - Mengyou Li; Zheng Song; Qiang Chen 007; Liang Lin; ZhongYang Huang; Shuicheng Yan (ECCV Workshops (3), 2012)

Robust and Efficient Subspace Segmentation via Least Squares Regression. - Can-Yi Lu; Hai Min; Zhong-Qiu Zhao; Lin Zhu 008; De-Shuang Huang; Shuicheng Yan (ECCV (7), 2012)

Order-Preserving Sparse Coding for Sequence Classification. - Bingbing Ni; Pierre Moulin; Shuicheng Yan (ECCV (2), 2012)

Segmentation over Detection by Coupled Global and Local Sparse Representations. - Wei Xia; Zheng Song; Jiashi Feng; Loong Fah Cheong; Shuicheng Yan (ECCV (5), 2012)

Recognizing emotions of characters in movies. - Ruchir Srivastava; Shuicheng Yan; Terence Sim; Sujoy Roy (ICASSP, 2012)

Image Super-Resolution via Low-Pass Filter Based Multi-scale Image Decomposition. - Shuyuan Zhu; Bing Zeng; Shuicheng Yan (ICME, 2012)

Robust PCA in High-dimension: A Deterministic Approach. - Jiashi Feng; Huan Xu 001; Shuicheng Yan (ICML, 2012)

Hi, magic closet, tell me what to wear! - Si Liu 001; Jiashi Feng; Zheng Song; Tianzhu Zhang 001; Hanqing Lu; Changsheng Xu; Shuicheng Yan (ACM Multimedia, 2012)

Hi, magic closet, tell me what to wear! - Si Liu 001; Tam V. Nguyen 002; Jiashi Feng; Meng Wang 001; Shuicheng Yan (ACM Multimedia, 2012)

Street-to-shop: cross-scenario clothing retrieval via parts alignment and auxiliary set. - Si Liu 001; Zheng Song; Meng Wang 001; Changsheng Xu; Hanqing Lu; Shuicheng Yan (ACM Multimedia, 2012)

Hybrid social media network. - Dong Liu 001; Guangnan Ye; Ching-Ting Chen; Shuicheng Yan; Shih-Fu Chang (ACM Multimedia, 2012)

Sense beauty via face, dressing, and/or voice. - Tam V. Nguyen 002; Si Liu 001; Bingbing Ni; Jun Tan; Yong Rui; Shuicheng Yan (ACM Multimedia, 2012)

3DME: 3D media express from RGB-D images. - Tam V. Nguyen 002; Lusong Li; Jun Tan; Shuicheng Yan (ACM Multimedia, 2012)

Harvesting visual concepts for image search with complex queries. - Liqiang Nie; Shuicheng Yan; Meng Wang 001; Richang Hong; Tat-Seng Chua (ACM Multimedia, 2012)

MoViMash: online mobile video mashup. - Mukesh Kumar Saini; Raghudeep Gadde; Shuicheng Yan; Wei Tsang Ooi (ACM Multimedia, 2012)

Multimedia recommendation. - Jialie Shen 001; Meng Wang 001; Shuicheng Yan; Peng Cui 001 (ACM Multimedia, 2012)

Don't ask me what i'm like, just watch and listen. - Ruchir Srivastava; Jiashi Feng; Sujoy Roy; Shuicheng Yan; Terence Sim (ACM Multimedia, 2012)

Annotating web images using NOVA: NOn-conVex group spArsity. - Fei Wu 001; Ying Yuan; Yong Rui; Shuicheng Yan; Yueting Zhuang (ACM Multimedia, 2012)

Touch saliency. - Mengdi Xu; Bingbing Ni; Jian Dong; ZhongYang Huang; Meng Wang 001; Shuicheng Yan (ACM Multimedia, 2012)

Attribute feedback. - Hanwang Zhang; Zheng-Jun Zha; Shuicheng Yan; Jingwen Bian; Tat-Seng Chua (ACM Multimedia, 2012)

Super-Bit Locality-Sensitive Hashing. - Jianqiu Ji; Jianmin Li 001; Shuicheng Yan; Bo Zhang 010; Qi Tian 001 (NIPS, 2012)

Automatic User Preference Elicitation for Music Recommendation. - Ruchir Srivastava; Sujoy Roy; Tan Dat Nguyen; Shuicheng Yan (PCM, 2012)

Modeling concept dynamics for large scale music search. - Jialie Shen 001; HweeHwa Pang; Meng Wang 001; Shuicheng Yan (SIGIR, 2012)

Informedia @TRECVID 2012. - Shoou-I Yu; Zhongwen Xu; Duo Ding; Waito Sze; Francisco Vicente 001; Zhenzhong Lan; Yang Cai 002; Shourabh Rawat; Peter F. Schulam; Nisarga Markandaiah; Sohail Bahmani; Antonio Juárez; et al. (TRECVID, 2012)

Epitome for Automatic Image Colorization - Yingzhen Yang; Xinqi Chu; Tian-Tsong Ng; Alex Yong Sang Chia; Shuicheng Yan; Thomas S. Huang (CoRR, 2012)

Dense Neighborhoods on Affinity Graph. - Hairong Liu; Xingwei Yang; Longin Jan Latecki; Shuicheng Yan (Int. J. Comput. Vis., 2012)

Multimedia semantics-aware query-adaptive hashing with bits reconfigurability. - Yadong Mu; Xiangyu Chen; Xianglong Liu 001; Tat-Seng Chua; Shuicheng Yan (Int. J. Multim. Inf. Retr., 2012)

A unified supervised codebook learning framework for classification. - Congyan Lang; Songhe Feng; Bing Cheng; Bingbing Ni; Shuicheng Yan (Neurocomputing, 2012)

Exact Subspace Segmentation and Outlier Detection by Low-Rank Representation. - Guangcan Liu; Huan Xu 001; Shuicheng Yan (AISTATS, 2012)

Forward Basis Selection for Sparse Approximation over Dictionary. - Xiaotong Yuan; Shuicheng Yan (AISTATS, 2012)

Active Subspace: Toward Scalable Low-Rank Learning. - Guangcan Liu; Shuicheng Yan (Neural Comput., 2012)

Nondegenerate Piecewise Linear Systems: A Finite Newton Algorithm and Applications in Machine Learning. - Xiao-Tong Yuan; Shuicheng Yan (Neural Comput., 2012)

Inductive Robust Principal Component Analysis. - Bing-Kun Bao; Guangcan Liu; Changsheng Xu; Shuicheng Yan (IEEE Trans. Image Process., 2012)

Histogram Contextualization. - Jiashi Feng; Bingbing Ni; Dong Xu 001; Shuicheng Yan (IEEE Trans. Image Process., 2012)

Camera Constraint-Free View-Based 3-D Object Retrieval. - Yue Gao 002; Jinhui Tang 001; Richang Hong; Shuicheng Yan; Qionghai Dai; Naiyao Zhang; Tat-Seng Chua (IEEE Trans. Image Process., 2012)

Saliency Detection by Multitask Sparsity Pursuit. - Congyan Lang; Guangcan Liu; Jian Yu 001; Shuicheng Yan (IEEE Trans. Image Process., 2012)

Visual Classification With Multitask Joint Sparse Representation. - Xiao-Tong Yuan; Xiaobai Liu; Shuicheng Yan (IEEE Trans. Image Process., 2012)

Learning a Propagable Graph for Semisupervised Learning: Classification and Regression. - Bingbing Ni; Shuicheng Yan; Ashraf A. Kassim (IEEE Trans. Knowl. Data Eng., 2012)

Hidden-Concept Driven Multilabel Image Annotation and Label Ranking. - Bing-Kun Bao; Teng Li 001; Shuicheng Yan (IEEE Trans. Multim., 2012)

Purposive Hidden-Object-Game: Embedding Human Computation in Popular Game. - Jiashi Feng; Yuzhao Ni; Jian Dong; Zilei Wang; Shuicheng Yan (IEEE Trans. Multim., 2012)

Weakly Supervised Graph Propagation Towards Collective Image Parsing. - Si Liu 001; Shuicheng Yan; Tianzhu Zhang 001; Changsheng Xu; Jing Liu 001; Hanqing Lu (IEEE Trans. Multim., 2012)

Event Driven Web Video Summarization by Tag Localization and Key-Shot Identification. - Meng Wang 001; Richang Hong; Guangda Li; Zheng-Jun Zha; Shuicheng Yan; Tat-Seng Chua (IEEE Trans. Multim., 2012)

Movie2Comics: Towards a Lively Video Content Presentation. - Meng Wang 001; Richang Hong; Xiao-Tong Yuan; Shuicheng Yan; Tat-Seng Chua (IEEE Trans. Multim., 2012)

Special Section on Object and Event Classification in Large-Scale Video Collections. - Changsheng Xu; Alan Hanjalic; Shuicheng Yan; Qingshan Liu 001; Alan F. Smeaton (IEEE Trans. Multim., 2012)

Image label completion by pursuing contextual decomposability. - Xiaobai Liu; Shuicheng Yan; Tat-Seng Chua; Hai Jin 001 (ACM Trans. Multim. Comput. Commun. Appl., 2012)

Label-to-region with continuity-biased bi-layer sparsity priors. - Xiaobai Liu; Shuicheng Yan; Bin Cheng 001; Jinhui Tang 001; Tat-Seng Chua; Hai Jin 001 (ACM Trans. Multim. Comput. Commun. Appl., 2012)

Robust Multiperson Detection and Tracking for Mobile Service and Social Robots. - Liyuan Li; Shuicheng Yan; Xinguo Yu; Yeow Kee Tan; Haizhou Li 001 (IEEE Trans. Syst. Man Cybern. Part B, 2012)

Rank Aggregation via Low-Rank and Structured-Sparse Decomposition. - Yan Pan 002; Hanjiang Lai; Cong Liu 001; Yong Tang 001; Shuicheng Yan (AAAI, 2013)

Magic Mirror: An Intelligent Fashion Recommendation System. - Si Liu 001; Luoqi Liu; Shuicheng Yan (ACPR, 2013)

Perception Preserving Projections. - Saining Xie; Jiashi Feng; Shuicheng Yan; Hongtao Lu (BMVC, 2013)

Efficient Maximum Appearance Search for Large-Scale Object Detection. - Qiang Chen 007; Zheng Song; Rogério Schmidt Feris; Ankur Datta; Liangliang Cao; ZhongYang Huang; Shuicheng Yan (CVPR, 2013)

Subcategory-Aware Object Classification. - Jian Dong; Wei Xia; Qiang Chen 007; Jiashi Feng; ZhongYang Huang; Shuicheng Yan (CVPR, 2013)

Compressed Hashing. - Yue Lin 003; Rong Jin 001; Deng Cai 001; Shuicheng Yan; Xuelong Li 001 (CVPR, 2013)

Complex Event Detection via Multi-source Video Attributes. - Zhigang Ma; Yi Yang 001; Zhongwen Xu; Shuicheng Yan; Nicu Sebe; Alexander G. Hauptmann (CVPR, 2013)

A Divide-and-Conquer Method for Scalable Low-Rank Latent Matrix Pursuit. - Yan Pan 002; Hanjiang Lai; Cong Liu 001; Shuicheng Yan (CVPR, 2013)

Incorporating Structural Alternatives and Sharing into Hierarchy for Multiclass Object Recognition and Detection. - Xiaolong Wang 004; Liang Lin; Lichao Huang; Shuicheng Yan (CVPR, 2013)

A Deformable Mixture Parsing Model with Parselets. - Jian Dong; Qiang Chen 007; Wei Xia; ZhongYang Huang; Shuicheng Yan (ICCV, 2013)

Correlation Adaptive Subspace Segmentation by Trace Lasso. - Can-Yi Lu; Jiashi Feng; Zhouchen Lin; Shuicheng Yan (ICCV, 2013)

Correntropy Induced L2 Graph for Robust Subspace Clustering. - Can-Yi Lu; Jinhui Tang 001; Min Lin; Liang Lin; Shuicheng Yan; Zhouchen Lin (ICCV, 2013)

Semantic Segmentation without Annotating Segments. - Wei Xia; Csaba Domokos; Jian Dong; Loong-Fah Cheong; Shuicheng Yan (ICCV, 2013)

Hierarchical Part Matching for Fine-Grained Visual Categorization. - Lingxi Xie; Qi Tian 001; Richang Hong; Shuicheng Yan; Bo Zhang 010 (ICCV, 2013)

Robust Object Tracking with Online Multi-lifespan Dictionary Learning. - Junliang Xing; Jin Gao; Bing Li 001; Weiming Hu; Shuicheng Yan (ICCV, 2013)

How Related Exemplars Help Complex Event Detection in Web Videos? - Yi Yang 001; Zhigang Ma; Zhongwen Xu; Shuicheng Yan; Alexander G. Hauptmann (ICCV, 2013)

Min-Max Hash for Jaccard Similarity. - Jianqiu Ji; Jianmin Li 001; Shuicheng Yan; Qi Tian 001; Bo Zhang 010 (ICDM, 2013)

Robust image representation and decomposition by Laplacian regularized latent low-rank representation. - Zhao Zhang 001; Shuicheng Yan; Ming-Bo Zhao (IJCNN, 2013)

Spatio-temporal fisher vector coding for surveillance event detection. - Qiang Chen 007; Yang Cai 002; Lisa M. Brown; Ankur Datta; Quanfu Fan; Rogério Schmidt Feris; Shuicheng Yan; Alexander G. Hauptmann; Sharath Pankanti (ACM Multimedia, 2013)

Towards efficient sparse coding for scalable image annotation. - Junshi Huang; Hairong Liu; Jialie Shen 001; Shuicheng Yan (ACM Multimedia, 2013)

eHeritage of shadow puppetry: creation and manipulation. - Min Lin; Zhenzhen Hu; Si Liu 001; Meng Wang 001; Richang Hong; Shuicheng Yan (ACM Multimedia, 2013)

Scale based region growing for scene text detection. - Junhua Mao; Houqiang Li; Wengang Zhou 001; Shuicheng Yan; Qi Tian 001 (ACM Multimedia, 2013)

Static saliency vs. dynamic saliency: a comparative study. - Tam V. Nguyen 002; Mengdi Xu; Guangyu Gao; Mohan S. Kankanhalli; Qi Tian 001; Shuicheng Yan (ACM Multimedia, 2013)

Cross-media semantic representation via bi-directional learning to rank. - Fei Wu 001; Xinyan Lu; Zhongfei Zhang; Shuicheng Yan; Yong Rui; Yueting Zhuang (ACM Multimedia, 2013)

Attribute-augmented semantic hierarchy: towards bridging semantic gap and intention gap in image retrieval. - Hanwang Zhang; Zheng-Jun Zha; Yang Yang 002; Shuicheng Yan; Yue Gao 002; Tat-Seng Chua (ACM Multimedia, 2013)

Online PCA for Contaminated Data. - Jiashi Feng; Huan Xu 001; Shie Mannor; Shuicheng Yan (NIPS, 2013)

Online Robust PCA via Stochastic Optimization. - Jiashi Feng; Huan Xu 001; Shuicheng Yan (NIPS, 2013)

Multimedia recommendation: technology and techniques. - Jialie Shen 001; Meng Wang 001; Shuicheng Yan; Peng Cui 001 (SIGIR, 2013)

A novel image tag saliency ranking algorithm based on sparse representation. - Caixia Wang; Zehai Song; Songhe Feng; Congyan Lang; Shuicheng Yan (VCIP, 2013)

Revealing Cluster Structure of Graph by Path Following Replicator Dynamic - Hairong Liu; Longin Jan Latecki; Shuicheng Yan (CoRR, 2013)

Sparse representations for image and video analysis. - Jinhui Tang 001; Shuicheng Yan; John Wright 001; Qi Tian 001; Yanwei Pang; Edwige E. Pissaloux (J. Vis. Commun. Image Represent., 2013)

Fast Detection of Dense Subgraphs with Iterative Shrinking and Expansion. - Hairong Liu; Longin Jan Latecki; Shuicheng Yan (IEEE Trans. Pattern Anal. Mach. Intell., 2013)

Robust Recovery of Subspace Structures by Low-Rank Representation. - Guangcan Liu; Zhouchen Lin; Shuicheng Yan; Ju Sun; Yong Yu 001; Yi Ma 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2013)

Forward Basis Selection for Pursuing Sparse Representations over a Dictionary. - Xiao-Tong Yuan; Shuicheng Yan (IEEE Trans. Pattern Anal. Mach. Intell., 2013)

Label-specific training set construction from web resource for image annotation. - Jinhui Tang 001; Shuicheng Yan; Chunxia Zhao; Tat-Seng Chua; Ramesh C. Jain (Signal Process., 2013)

Improving Bottom-up Saliency Detection by Looking into Neighbors. - Congyan Lang; Jiashi Feng; Guangcan Liu; Jinhui Tang 001; Shuicheng Yan; Jiebo Luo 001 (IEEE Trans. Circuits Syst. Video Technol., 2013)

Multilevel Depth and Image Fusion for Human Activity Detection. - Bingbing Ni; Yong Pei; Pierre Moulin; Shuicheng Yan (IEEE Trans. Cybern., 2013)

Pairwise Sparsity Preserving Embedding for Unsupervised Subspace Learning and Classification. - Zhao Zhang 001; Shuicheng Yan; Mingbo Zhao (IEEE Trans. Image Process., 2013)

General Subspace Learning With Corrupted Training Data Via Graph Embedding. - Bing-Kun Bao; Guangcan Liu; Richang Hong; Shuicheng Yan; Changsheng Xu (IEEE Trans. Image Process., 2013)

Robust Image Analysis With Sparse Representation on Quantized Visual Features. - Bing-Kun Bao; Guangyu Zhu 002; Jialie Shen 001; Shuicheng Yan (IEEE Trans. Image Process., 2013)

High-Order Local Spatial Context Modeling by Spatialized Random Forest. - Bingbing Ni; Shuicheng Yan; Meng Wang 001; Ashraf A. Kassim; Qi Tian 001 (IEEE Trans. Image Process., 2013)

Linear Distance Coding for Image Classification. - Zilei Wang; Jiashi Feng; Shuicheng Yan; Hongsheng Xi (IEEE Trans. Image Process., 2013)

Image Classification via Object-Aware Holistic Superpixel Selection. - Zilei Wang; Jiashi Feng; Shuicheng Yan; Hongsheng Xi (IEEE Trans. Image Process., 2013)

Discovering Discriminative Graphlets for Aerial Image Categories Recognition. - Luming Zhang; Yahong Han; Yi Yang 001; Mingli Song; Shuicheng Yan; Qi Tian 001 (IEEE Trans. Image Process., 2013)

VideoPuzzle: Descriptive One-Shot Video Composition. - Qiang Chen 007; Meng Wang 001; ZhongYang Huang; Yang Hua 001; Zheng Song; Shuicheng Yan (IEEE Trans. Multim., 2013)

Image Re-Attentionizing. - Tam V. Nguyen 002; Bingbing Ni; Hairong Liu; Wei Xia; Jiebo Luo 001; Mohan S. Kankanhalli; Shuicheng Yan (IEEE Trans. Multim., 2013)

Learning to Photograph: A Compositional Perspective. - Bingbing Ni; Mengdi Xu; Bin Cheng 001; Meng Wang 001; Shuicheng Yan; Qi Tian 001 (IEEE Trans. Multim., 2013)

Large-scale multilabel propagation based on efficient sparse graph construction. - Xiangyu Chen; Yadong Mu; Hairong Liu; Shuicheng Yan; Yong Rui; Tat-Seng Chua (ACM Trans. Multim. Comput. Commun. Appl., 2013)

Robust image annotation via simultaneous feature and sample outlier pursuit. - Jian Dong; Bin Cheng 001; Xiangyu Chen; Tat-Seng Chua; Shuicheng Yan; Xi Zhou (ACM Trans. Multim. Comput. Commun. Appl., 2013)

Image retrieval with query-adaptive hashing. - Dong Liu 001; Shuicheng Yan; Rongrong Ji; Xian-Sheng Hua 001; Hong-Jiang Zhang (ACM Trans. Multim. Comput. Commun. Appl., 2013)

Towards decrypting attractiveness via multi-modality cues. - Tam V. Nguyen 002; Si Liu 001; Bingbing Ni; Jun Tan; Yong Rui; Shuicheng Yan (ACM Trans. Multim. Comput. Commun. Appl., 2013)

Towards optimizing human labeling for interactive image tagging. - Jinhui Tang 001; Qiang Chen 007; Meng Wang 001; Shuicheng Yan; Tat-Seng Chua; Ramesh C. Jain (ACM Trans. Multim. Comput. Commun. Appl., 2013)

Detecting profilable and overlapping communities with user-generated multimedia contents in LBSNs. - Yi-Liang Zhao; Qiang Chen 007; Shuicheng Yan; Tat-Seng Chua; Daqing Zhang 001 (ACM Trans. Multim. Comput. Commun. Appl., 2013)

GPSView: A scenic driving route planner. - Yan-Tao Zheng; Shuicheng Yan; Zheng-Jun Zha; Yiqun Li; Xiangdong Zhou; Tat-Seng Chua; Ramesh C. Jain (ACM Trans. Multim. Comput. Commun. Appl., 2013)

Community Understanding in Location-based Social Networks. - Yi-Liang Zhao; Qiang Cheng; Shuicheng Yan; Daqing Zhang 001; Tat-Seng Chua (Human-Centered Social Media Analytics, 2014)

Latent Low-Rank Representation. - Guangcan Liu; Shuicheng Yan (Low-Rank and Sparse Modeling for Visual Analysis, 2014)

Scalable Low-Rank Representation. - Guangcan Liu; Shuicheng Yan (Low-Rank and Sparse Modeling for Visual Analysis, 2014)

Similarity-Preserving Binary Signature for Linear Subspaces. - Jianqiu Ji; Jianmin Li 001; Shuicheng Yan; Qi Tian 001; Bo Zhang 010 (AAAI, 2014)

Proximal Iteratively Reweighted Algorithm with Multiple Splitting for Nonconvex Sparsity Optimization. - Canyi Lu; Yunchao Wei; Zhouchen Lin; Shuicheng Yan (AAAI, 2014)

Supervised Hashing for Image Retrieval via Image Representation Learning. - Rongkai Xia; Yan Pan 002; Hanjiang Lai; Cong Liu 001; Shuicheng Yan (AAAI, 2014)

Multiple Ocular Diseases Classification with Graph Regularized Probabilistic Multi-label Learning. - Xiangyu Chen; Yanwu Xu 001; Lixin Duan; Shuicheng Yan; Zhuo Zhang 001; Damon Wing Kee Wong; Jiang Liu 001 (ACCV (4), 2014)

Robust Scene Classification with Cross-Level LLC Coding on CNN Features. - Zequn Jie; Shuicheng Yan (ACCV (2), 2014)

Multi-instance Learning Using Information Entropy Theory for Image Retrieval. - Junyi Li; Jianhua Li; Shuicheng Yan (CSE, 2014)

Towards Unified Human Parsing and Pose Estimation. - Jian Dong; Qiang Chen 007; Xiaohui Shen; Jianchao Yang; Shuicheng Yan (CVPR, 2014)

Learning Scalable Discriminative Dictionary with Sample Relatedness. - Jiashi Feng; Stefanie Jegelka; Shuicheng Yan; Trevor Darrell (CVPR, 2014)

Robust Subspace Segmentation with Block-Diagonal Prior. - Jiashi Feng; Zhouchen Lin; Huan Xu 001; Shuicheng Yan (CVPR, 2014)

Generalized Nonconvex Nonsmooth Low-Rank Minimization. - Canyi Lu; Jinhui Tang 001; Shuicheng Yan; Zhouchen Lin (CVPR, 2014)

DL-SFA: Deeply-Learned Slow Feature Analysis for Action Recognition. - Lin Sun 004; Kui Jia; Tsung-Han Chan; Yuqiang Fang; Gang Wang 012; Shuicheng Yan (CVPR, 2014)

Towards Multi-view and Partially-Occluded Face Alignment. - Junliang Xing; Zhiheng Niu; Junshi Huang; Weiming Hu; Shuicheng Yan (CVPR, 2014)

Cross-Scale Cost Aggregation for Stereo Matching. - Kang Zhang 004; Yuqiang Fang; Dongbo Min; Lifeng Sun; Shiqiang Yang; Shuicheng Yan; Qi Tian 001 (CVPR, 2014)

Towards Unified Object Detection and Semantic Segmentation. - Jian Dong; Qiang Chen 007; Shuicheng Yan; Alan L. Yuille (ECCV (5), 2014)

Efficient k-Support Matrix Pursuit. - Hanjiang Lai; Yan Pan 002; Canyi Lu; Yong Tang 001; Shuicheng Yan (ECCV (2), 2014)

Pipelining Localized Semantic Features for Fine-Grained Action Recognition. - Yang Zhou 017; Bingbing Ni; Shuicheng Yan; Pierre Moulin; Qi Tian 001 (ECCV (4), 2014)

Cross-media relevance mining for evaluating text-based image search engine. - Zhongwen Xu; Yi Yang 001; Ashraf A. Kassim; Shuicheng Yan (ICME Workshops, 2014)

Robust bilinear matrix recovery by Tensor Low-Rank Representation. - Zhao Zhang 001; Shuicheng Yan; Ming-Bo Zhao; Fanzhang Li (IJCNN, 2014)

Deep Search with Attribute-aware Deep Network. - Junshi Huang; Wei Xia; Shuicheng Yan (ACM Multimedia, 2014)

Fashion Parsing with Video Context. - Si Liu 001; Xiaodan Liang; Luoqi Liu; Ke Lu 002; Liang Lin; Shuicheng Yan (ACM Multimedia, 2014)

Optimized Distances for Binary Code Ranking. - Jianfeng Wang; Heng Tao Shen; Shuicheng Yan; Nenghai Yu; Shipeng Li 001; Jingdong Wang 001 (ACM Multimedia, 2014)

Start from Scratch: Towards Automatically Identifying, Modeling, and Naming Visual Attributes. - Hanwang Zhang; Yang Yang 002; Huan-Bo Luan; Shuicheng Yan; Tat-Seng Chua (ACM Multimedia, 2014)

Robust Logistic Regression and Classification. - Jiashi Feng; Huan Xu 001; Shie Mannor; Shuicheng Yan (NIPS, 2014)

On a Theory of Nonparametric Pairwise Similarity for Clustering: Connecting Clustering to Classification. - Yingzhen Yang; Feng Liang 002; Shuicheng Yan; Zhangyang Wang; Thomas S. Huang (NIPS, 2014)

Convex Optimization Procedure for Clustering: Theoretical Revisit. - Changbo Zhu; Huan Xu 001; Chenlei Leng; Shuicheng Yan (NIPS, 2014)

Adaptive Object Learning for Robot Carinet. - Shengtao Xiao; Shuzhi Sam Ge; Shuicheng Yan (ICSR, 2014)

Age group classification via structured fusion of uncertainty-driven shape features and selected surface features. - Kuan-Hsien Liu; Shuicheng Yan; C.-C. Jay Kuo (WACV, 2014)

Computational Baby Learning. - Xiaodan Liang; Si Liu 001; Yunchao Wei; Luoqi Liu; Liang Lin; Shuicheng Yan (CoRR, 2014)

Network In Network. - Min Lin; Qiang Chen 007; Shuicheng Yan (ICLR (Poster), 2014)

Image Denoising with a Unified Schattern-p Norm and ℓq Norm Regularization. - Jing Wang 021; Meng Wang 001; Xuegang Hu; Shuicheng Yan (CoRR, 2014)

CNN: Single-label to Multi-label. - Yunchao Wei; Wei Xia; Junshi Huang; Bingbing Ni; Jian Dong; Yao Zhao 001; Shuicheng Yan (CoRR, 2014)

Guest Editorial: Special issue on large scale multimedia semantic indexing. - Yadong Mu; Yi Yang 001; Liangliang Cao; Shuicheng Yan; Qi Tian 001 (Comput. Vis. Image Underst., 2014)

Fashion Analysis: Current Techniques and Future Directions. - Si Liu 001; Luoqi Liu; Shuicheng Yan (IEEE Multim., 2014)

Harnessing Lab Knowledge for Real-World Action Recognition. - Zhigang Ma; Yi Yang 001; Feiping Nie 001; Nicu Sebe; Shuicheng Yan; Alexander G. Hauptmann (Int. J. Comput. Vis., 2014)

Recognizing human group action by layered model with multiple cues. - Zhongwei Cheng; Lei Qin; Qingming Huang; Shuicheng Yan; Qi Tian 001 (Neurocomputing, 2014)

Seeing Human Weight from a Single RGB-D Image. - Tam V. Nguyen 002; Jiashi Feng; Shuicheng Yan (J. Comput. Sci. Technol., 2014)

Similarity preserving low-rank representation for enhanced data representation and effective subspace learning. - Zhao Zhang 001; Shuicheng Yan; Ming-Bo Zhao (Neural Networks, 2014)

Bin Ratio-Based Histogram Distances and Their Application to Image Classification. - Weiming Hu; Nianhua Xie; Ruiguang Hu; Haibin Ling; Qiang Chen 007; Shuicheng Yan; Stephen J. Maybank (IEEE Trans. Pattern Anal. Mach. Intell., 2014)

Batch-Orthogonal Locality-Sensitive Hashingfor Angular Similarity. - Jianqiu Ji; Shuicheng Yan; Jianmin Li 001; Guangyu Gao; Qi Tian 001; Bo Zhang 010 (IEEE Trans. Pattern Anal. Mach. Intell., 2014)

Audio Matters in Visual Attention. - Yanxiang Chen; Tam V. Nguyen 002; Mohan S. Kankanhalli; Jun Yuan; Shuicheng Yan; Meng Wang 001 (IEEE Trans. Circuits Syst. Video Technol., 2014)

Face Authentication With Makeup Changes. - Guodong Guo; Lingyun Wen; Shuicheng Yan (IEEE Trans. Circuits Syst. Video Technol., 2014)

Object Tracking With Only Background Cues. - Annan Li; Shuicheng Yan (IEEE Trans. Circuits Syst. Video Technol., 2014)

Toward Large-Population Face Identification in Unconstrained Videos. - Luoqi Liu; Li Zhang 004; Hairong Liu; Shuicheng Yan (IEEE Trans. Circuits Syst. Video Technol., 2014)

Video De-Fencing. - Yadong Mu; Wei Liu 005; Shuicheng Yan (IEEE Trans. Circuits Syst. Video Technol., 2014)

Body Surface Context: A New Robust Feature for Action Recognition From Depth Videos. - Yan Song 005; Jinhui Tang 001; Fan Liu 003; Shuicheng Yan (IEEE Trans. Circuits Syst. Video Technol., 2014)

Geometric Optimum Experimental Design for Collaborative Image Retrieval. - Lining Zhang; Lipo Wang; Weisi Lin; Shuicheng Yan (IEEE Trans. Circuits Syst. Video Technol., 2014)

Exposure Fusion Using Boosting Laplacian Pyramid. - Jianbing Shen; Ying Zhao 009; Shuicheng Yan; Xuelong Li 001 (IEEE Trans. Cybern., 2014)

Robust Face Recognition via Adaptive Sparse Representation. - Jing Wang 021; Canyi Lu; Meng Wang 001; Pei-Pei Li 001; Shuicheng Yan; Xuegang Hu (IEEE Trans. Cybern., 2014)

Decomposition and Extraction: A New Framework for Visual Classification. - Yuqiang Fang; Qiang Chen 007; Lin Sun 004; Bin Dai 001; Shuicheng Yan (IEEE Trans. Image Process., 2014)

Autogrouped Sparse Representation for Visual Analysis. - Jiashi Feng; Xiao-Tong Yuan; Zilei Wang; Huan Xu 001; Shuicheng Yan (IEEE Trans. Image Process., 2014)

Nonnegative Tensor Cofactorization and Its Unified Solution. - Xiaobai Liu; Qian Xu; Shuicheng Yan; Gang Wang 012; Hai Jin 001; Seong-Whan Lee (IEEE Trans. Image Process., 2014)

Unified Structured Learning for Simultaneous Human Pose Estimation and Garment Attribute Classification. - Jie Shen 005; Guangcan Liu; Jia Chen 001; Yuqiang Fang; Jianbin Xie; Yong Yu 001; Shuicheng Yan (IEEE Trans. Image Process., 2014)

A General Exponential Framework for Dimensionality Reduction. - Sujing Wang; Shuicheng Yan; Jian Yang 003; Chunguang Zhou; Xiaolan Fu (IEEE Trans. Image Process., 2014)

Robust (Semi) Nonnegative Graph Embedding. - Hanwang Zhang; Zheng-Jun Zha; Yang Yang 002; Shuicheng Yan; Tat-Seng Chua (IEEE Trans. Image Process., 2014)

Snap & Play: Auto-Generated Personalized Find-the-Difference Game. - Si Liu 001; Qiang Chen 007; Shuicheng Yan; Changsheng Xu; Hanqing Lu (ACM Trans. Intell. Syst. Technol., 2014)

PicWords: Render a Picture by Packing Keywords. - Zhenzhen Hu; Si Liu 001; Jianguo Jiang; Richang Hong; Meng Wang 001; Shuicheng Yan (IEEE Trans. Multim., 2014)

Fashion Parsing With Weak Color-Category Labels. - Si Liu 001; Jiashi Feng; Csaba Domokos; Hui Xu; Junshi Huang; Zhenzhen Hu; Shuicheng Yan (IEEE Trans. Multim., 2014)

Touch Saliency: Characteristics and Prediction. - Bingbing Ni; Mengdi Xu; Tam V. Nguyen 002; Meng Wang 001; Congyan Lang; ZhongYang Huang; Shuicheng Yan (IEEE Trans. Multim., 2014)

Adaptive Learning for Celebrity Identification With Video Context. - Chao Xiong; Guangyu Gao; Zheng-Jun Zha; Shuicheng Yan; Huadong Ma; Tae-Kyun Kim 001 (IEEE Trans. Multim., 2014)

Circle & Search: Attribute-Aware Shoe Retrieval. - Junshi Huang; Si Liu 001; Junliang Xing; Tao Mei 001; Shuicheng Yan (ACM Trans. Multim. Comput. Commun. Appl., 2014)

"Wow! You Are So Beautiful Today!". - Luoqi Liu; Junliang Xing; Si Liu 001; Hui Xu; Xi Zhou; Shuicheng Yan (ACM Trans. Multim. Comput. Commun. Appl., 2014)

Attribute-Augmented Semantic Hierarchy: Towards a Unified Framework for Content-Based Image Retrieval. - Hanwang Zhang; Zheng-Jun Zha; Yang Yang 002; Shuicheng Yan; Yue Gao 002; Tat-Seng Chua (ACM Trans. Multim. Comput. Commun. Appl., 2014)

Person Re-identification by Attribute-Assisted Clothes Appearance. - Annan Li; Luoqi Liu; Shuicheng Yan (Person Re-Identification, 2014)

Generalized Singular Value Thresholding. - Canyi Lu; Changbo Zhu; Chunyan Xu; Shuicheng Yan; Zhouchen Lin (AAAI, 2015)

Deep domain adaptation for describing people based on fine-grained clothing attributes. - Qiang Chen 007; Junshi Huang; Rogério Schmidt Feris; Lisa M. Brown; Jian Dong; Shuicheng Yan (CVPR, 2015)

Simultaneous feature learning and hash coding with deep neural networks. - Hanjiang Lai; Yan Pan 002; Ye Liu; Shuicheng Yan (CVPR, 2015)

SOLD: Sub-optimal low-rank decomposition for efficient video segmentation. - Chenglong Li 002; Liang Lin; Wangmeng Zuo; Shuicheng Yan; Jin Tang 001 (CVPR, 2015)

Shape driven kernel adaptation in Convolutional Neural Network for robust facial trait recognition. - Shaoxin Li 001; Junliang Xing; Zhiheng Niu; Shiguang Shan; Shuicheng Yan (CVPR, 2015)

Matching-CNN meets KNN: Quasi-parametric human parsing. - Si Liu 001; Xiaodan Liang; Luoqi Liu; Xiaohui Shen; Jianchao Yang; Changsheng Xu; Liang Lin; Xiaochun Cao; Shuicheng Yan (CVPR, 2015)

Motion Part Regularization: Improving action recognition via trajectory group selection. - Bingbing Ni; Pierre Moulin; Xiaokang Yang 001; Shuicheng Yan (CVPR, 2015)

Structural Sparse Tracking. - Tianzhu Zhang 001; Si Liu 001; Changsheng Xu; Shuicheng Yan; Bernard Ghanem; Narendra Ahuja; Ming-Hsuan Yang 001 (CVPR, 2015)

Parallel convolutional-linear neural network for motor imagery classification. - Siavash Sakhavi; Cuntai Guan; Shuicheng Yan (EUSIPCO, 2015)

Cross-Domain Image Retrieval with a Dual Attribute-Aware Ranking Network. - Junshi Huang; Rogério Schmidt Feris; Qiang Chen 007; Shuicheng Yan (ICCV, 2015)

Towards Computational Baby Learning: A Weakly-Supervised Approach for Object Detection. - Xiaodan Liang; Si Liu 001; Yunchao Wei; Luoqi Liu; Liang Lin; Shuicheng Yan (ICCV, 2015)

Human Parsing with Contextualized Convolutional Neural Network. - Xiaodan Liang; Chunyan Xu; Xiaohui Shen; Jianchao Yang; Si Liu 001; Jinhui Tang 001; Liang Lin; Shuicheng Yan (ICCV, 2015)

Personalized Age Progression with Aging Dictionary. - Xiangbo Shu; Jinhui Tang 001; Hanjiang Lai; Luoqi Liu; Shuicheng Yan (ICCV, 2015)

Additive Nearest Neighbor Feature Maps. - Zhenzhen Wang; Xiao-Tong Yuan; Qingshan Liu 001; Shuicheng Yan (ICCV, 2015)

Task-Driven Feature Pooling for Image Classification. - Guo-Sen Xie; Xu-Yao Zhang; Xiangbo Shu; Shuicheng Yan; Cheng-Lin Liu 001 (ICCV, 2015)

Conditional Convolutional Neural Network for Modality-Aware Face Recognition. - Chao Xiong; Xiaowei Zhao; Danhang Tang; Jayashree Karlekar; Shuicheng Yan; Tae-Kyun Kim 001 (ICCV, 2015)

Facial Landmark Detection via Progressive Initialization. - Shengtao Xiao; Shuicheng Yan; Ashraf A. Kassim (ICCV Workshops, 2015)

Discriminative Feature Selection for Multiple Ocular Diseases Classification by Sparse Induced Graph Regularized Group Lasso. - Xiangyu Chen; Yanwu Xu 001; Shuicheng Yan; Tat-Seng Chua; Damon Wing Kee Wong; Tien Yin Wong; Jiang Liu 001 (MICCAI (2), 2015)

Automatic Feature Learning for Glaucoma Detection Based on Deep Learning. - Xiangyu Chen; Yanwu Xu 001; Shuicheng Yan; Damon Wing Kee Wong; Tien Yin Wong; Jiang Liu 001 (MICCAI (3), 2015)

Deep Face Beautification. - Jianshu Li; Chao Xiong; Luoqi Liu; Xiangbo Shu; Shuicheng Yan (ACM Multimedia, 2015)

What Shall I Look Like after N Years? - Xiangbo Shu; Jinhui Tang 001; Luoqi Liu; Zhiheng Niu; Shuicheng Yan (ACM Multimedia, 2015)

Scale-aware Fast R-CNN for Pedestrian Detection. - Jianan Li 001; Xiaodan Liang; Shengmei Shen; Tingfa Xu; Shuicheng Yan (CoRR, 2015)

Cross-pose Face Recognition by Canonical Correlation Analysis. - Annan Li; Shiguang Shan; Xilin Chen 001; Bingpeng Ma; Shuicheng Yan; Wen Gao 001 (CoRR, 2015)

Purine: A bi-graph based deep learning framework. - Min Lin; Shuo Li; Xuan Luo; Shuicheng Yan (ICLR (Workshop), 2015)

Group $K$-Means. - Jianfeng Wang; Shuicheng Yan; Yi Yang 001; Mohan S. Kankanhalli; Shipeng Li 001; Jingdong Wang 001 (CoRR, 2015)

STC: A Simple to Complex Framework for Weakly-supervised Semantic Segmentation. - Yunchao Wei; Xiaodan Liang; Yunpeng Chen; Xiaohui Shen; Ming-Ming Cheng; Yao Zhao 001; Shuicheng Yan (CoRR, 2015)

Pose Adaptive Motion Feature Pooling for Human Action Analysis. - Bingbing Ni; Pierre Moulin; Shuicheng Yan (Int. J. Comput. Vis., 2015)

Collaborative Linear Coding for Robust Image Classification. - Zilei Wang; Jiashi Feng; Shuicheng Yan (Int. J. Comput. Vis., 2015)

Visibility-aware part model for robust facial point detection. - Yanfei Liu; Xi Zhou; Yuanqian Li; Yihao Wang; Shuicheng Yan (Neurocomputing, 2015)

Weakly-supervised scene parsing with multiple contextual cues. - Teng Li 001; Xinyu Wu 001; Bingbing Ni; Ke Lu 002; Shuicheng Yan (Inf. Sci., 2015)

Bilinear low-rank coding framework and extension for robust image recovery and feature representation. - Zhao Zhang 001; Shuicheng Yan; Ming-Bo Zhao; Fanzhang Li (Knowl. Based Syst., 2015)

Contextualizing Object Detection and Classification. - Qiang Chen 007; Zheng Song; Jian Dong; ZhongYang Huang; Yang Hua 001; Shuicheng Yan (IEEE Trans. Pattern Anal. Mach. Intell., 2015)

Deep Human Parsing with Active Template Regression. - Xiaodan Liang; Si Liu 001; Xiaohui Shen; Jianchao Yang; Luoqi Liu; Jian Dong; Liang Lin; Shuicheng Yan (IEEE Trans. Pattern Anal. Mach. Intell., 2015)

Dense Subgraph Partition of Positive Hypergraphs. - Hairong Liu; Longin Jan Latecki; Shuicheng Yan (IEEE Trans. Pattern Anal. Mach. Intell., 2015)

Order Preserving Sparse Coding. - Bingbing Ni; Pierre Moulin; Shuicheng Yan (IEEE Trans. Pattern Anal. Mach. Intell., 2015)

On robust image spam filtering via comprehensive visual modeling. - Jialie Shen 001; Robert H. Deng; Zhiyong Cheng 001; Liqiang Nie; Shuicheng Yan (Pattern Recognit., 2015)

Visual data denoising with a unified Schatten-p norm and ℓq norm regularized principal component pursuit. - Jing Wang 021; Meng Wang 001; Xuegang Hu; Shuicheng Yan (Pattern Recognit., 2015)

Looking Inside Category: Subcategory-Aware Object Recognition. - Jian Dong; Qiang Chen 007; Jiashi Feng; Kui Jia; ZhongYang Huang; Shuicheng Yan (IEEE Trans. Circuits Syst. Video Technol., 2015)

Crowded Scene Analysis: A Survey. - Teng Li 001; Huan Chang; Meng Wang 001; Bingbing Ni; Richang Hong; Shuicheng Yan (IEEE Trans. Circuits Syst. Video Technol., 2015)

Clothing Attributes Assisted Person Reidentification. - Annan Li; Luoqi Liu; Kang Wang 002; Si Liu 001; Shuicheng Yan (IEEE Trans. Circuits Syst. Video Technol., 2015)

Adaptive Nonparametric Image Parsing. - Tam V. Nguyen 002; Canyi Lu; Jose Sepulveda; Shuicheng Yan (IEEE Trans. Circuits Syst. Video Technol., 2015)

STAP: Spatial-Temporal Attention-Aware Pooling for Action Recognition. - Tam V. Nguyen 002; Zheng Song; Shuicheng Yan (IEEE Trans. Circuits Syst. Video Technol., 2015)

Background Context Augmented Hypothesis Graph for Object Segmentation. - Wei Xia; Csaba Domokos; Loong-Fah Cheong; Shuicheng Yan (IEEE Trans. Circuits Syst. Video Technol., 2015)

Segmentation Over Detection via Optimal Sparse Reconstructions. - Wei Xia; Csaba Domokos; Junjun Xiong; Loong Fah Cheong; Shuicheng Yan (IEEE Trans. Circuits Syst. Video Technol., 2015)

Facial Analysis With a Lie Group Kernel. - Chunyan Xu; Canyi Lu; Junbin Gao; Tianjiang Wang; Shuicheng Yan (IEEE Trans. Circuits Syst. Video Technol., 2015)

Discriminative Analysis for Symmetric Positive Definite Matrices on Lie Groups. - Chunyan Xu; Canyi Lu; Junbin Gao; Wei Zheng; Tianjiang Wang; Shuicheng Yan (IEEE Trans. Circuits Syst. Video Technol., 2015)

Data-Driven Affective Filtering for Images and Videos. - Teng Li 001; Bingbing Ni; Mengdi Xu; Meng Wang 001; Qingwei Gao; Shuicheng Yan (IEEE Trans. Cybern., 2015)

Facilitating Image Search With a Scalable and Compact Semantic Mapping. - Meng Wang 001; Weisheng Li 001; Dong Liu 001; Bingbing Ni; Jialie Shen 001; Shuicheng Yan (IEEE Trans. Cybern., 2015)

Age Estimation via Grouping and Decision Fusion. - Kuan-Hsien Liu; Shuicheng Yan; C.-C. Jay Kuo (IEEE Trans. Inf. Forensics Secur., 2015)

Max-Confidence Boosting With Uncertainty for Visual Tracking. - Wen Guo; Liangliang Cao; Tony X. Han; Shuicheng Yan; Changsheng Xu (IEEE Trans. Image Process., 2015)

Angular-Similarity-Preserving Binary Signatures for Linear Subspaces. - Jianqiu Ji; Jianmin Li 001; Qi Tian 001; Shuicheng Yan; Bo Zhang 010 (IEEE Trans. Image Process., 2015)

Horror Image Recognition Based on Context-Aware Multi-Instance Learning. - Bing Li 001; Weihua Xiong; Ou Wu; Weiming Hu; Stephen J. Maybank; Shuicheng Yan (IEEE Trans. Image Process., 2015)

Smoothed Low Rank and Sparse Matrix Recovery by Iteratively Reweighted Least Squares Minimization. - Canyi Lu; Zhouchen Lin; Shuicheng Yan (IEEE Trans. Image Process., 2015)

Visual Understanding with RGB-D Sensors: An Introduction to the Special Issue. - Richang Hong; Shuicheng Yan; Zhengyou Zhang (ACM Trans. Intell. Syst. Technol., 2015)

Disease Inference from Health-Related Questions via Sparse Deep Learning. - Liqiang Nie; Meng Wang 001; Luming Zhang; Shuicheng Yan; Bo Zhang 010; Tat-Seng Chua (IEEE Trans. Knowl. Data Eng., 2015)

Understanding Blooming Human Groups in Social Networks. - Richang Hong; Zhenzhen Hu; Luoqi Liu; Meng Wang 001; Shuicheng Yan; Qi Tian 001 (IEEE Trans. Multim., 2015)

Fashion Parsing With Video Context. - Si Liu 001; Xiaodan Liang; Luoqi Liu; Ke Lu 002; Liang Lin; Xiaochun Cao; Shuicheng Yan (IEEE Trans. Multim., 2015)

Learning Feature Hierarchies: A Layer-Wise Tag-Embedded Approach. - Zhaoquan Yuan; Changsheng Xu; Jitao Sang; Shuicheng Yan; M. Shamim Hossain (IEEE Trans. Multim., 2015)

Deep Learning with S-Shaped Rectified Linear Activation Units. - Xiaojie Jin; Chunyan Xu; Jiashi Feng; Yunchao Wei; Junjun Xiong; Shuicheng Yan (AAAI, 2016)

Fast Proximal Linearized Alternating Direction Method of Multiplier with Parallel Splitting. - Canyi Lu; Huan Li 007; Zhouchen Lin; Shuicheng Yan (AAAI, 2016)

Projective Unsupervised Flexible Embedding with Optimal Graph. - Wei Wang 108; Yan Yan 002; Feiping Nie 001; Xavier Alameda-Pineda; Shuicheng Yan; Nicu Sebe (BMVC, 2016)

Recurrently Target-Attending Tracking. - Zhen Cui 001; Shengtao Xiao; Jiashi Feng; Shuicheng Yan (CVPR, 2016)

Semantic Object Parsing with Local-Global Long Short-Term Memory. - Xiaodan Liang; Xiaohui Shen; Donglai Xiang; Jiashi Feng; Liang Lin; Shuicheng Yan (CVPR, 2016)

Reversible Recursive Instance-Level Object Segmentation. - Xiaodan Liang; Yunchao Wei; Xiaohui Shen; Zequn Jie; Jiashi Feng; Liang Lin; Shuicheng Yan (CVPR, 2016)

Tensor Robust Principal Component Analysis: Exact Recovery of Corrupted Low-Rank Tensors via Convex Optimization. - Canyi Lu; Jiashi Feng; Yudong Chen 001; Wei Liu 005; Zhouchen Lin; Shuicheng Yan (CVPR, 2016)

Recurrent Face Aging. - Wei Wang 108; Zhen Cui 001; Yan Yan 002; Jiashi Feng; Shuicheng Yan; Xiangbo Shu; Nicu Sebe (CVPR, 2016)

Collaborative Layer-Wise Discriminative Learning in Deep Neural Networks. - Xiaojie Jin; Yunpeng Chen; Jian Dong; Jiashi Feng; Shuicheng Yan (ECCV (7), 2016)

Semantic Object Parsing with Graph LSTM. - Xiaodan Liang; Xiaohui Shen; Jiashi Feng; Liang Lin; Shuicheng Yan (ECCV (1), 2016)

Robust Facial Landmark Detection via Recurrent Attentive-Refinement Networks. - Shengtao Xiao; Jiashi Feng; Junliang Xing; Hanjiang Lai; Shuicheng Yan; Ashraf A. Kassim (ECCV (1), 2016)

Peak-Piloted Deep Network for Facial Expression Recognition. - Xiangyun Zhao; Xiaodan Liang; Luoqi Liu; Teng Li 001; Yugang Han; Nuno Vasconcelos; Shuicheng Yan (ECCV (2), 2016)

Nuclear-norm regularized neighborhood preserving projection. - Zhao Zhang 001; Fanzhang Li; Mingbo Zhao; Li Zhang 004; Shuicheng Yan (ICIP, 2016)

A Live Face Swapper. - Shengtao Xiao; Luoqi Liu; Xuecheng Nie; Jiashi Feng; Ashraf A. Kassim; Shuicheng Yan (ACM Multimedia, 2016)

Computational Face Reader. - Xiangbo Shu; Liyan Zhang 001; Jinhui Tang 001; Guo-Sen Xie; Shuicheng Yan (MMM (1), 2016)

Tree-Structured Reinforcement Learning for Sequential Object Localization. - Zequn Jie; Xiaodan Liang; Jiashi Feng; Xiaojie Jin; Wen Feng Lu; Shuicheng Yan (NIPS, 2016)

Keynotes: Deep learning for visual understanding: Effectiveness vs. efficiency. - Shuicheng Yan (VCIP, 2016)

Seq-NMS for Video Object Detection. - Wei Han 002; Pooya Khorrami; Tom Le Paine; Prajit Ramachandran; Mohammad Babaeizadeh; Honghui Shi; Jianan Li 001; Shuicheng Yan; Thomas S. Huang (CoRR, 2016)

A Focused Dynamic Attention Model for Visual Question Answering. - Ilija Ilievski; Shuicheng Yan; Jiashi Feng (CoRR, 2016)

Scale-aware Pixel-wise Object Proposal Networks. - Zequn Jie; Xiaodan Liang; Jiashi Feng; Wen Feng Lu; Francis Eng Hock Tay; Shuicheng Yan (CoRR, 2016)

Multi-Path Feedback Recurrent Neural Network for Scene Parsing. - Xiaojie Jin; Yunpeng Chen; Jiashi Feng; Zequn Jie; Shuicheng Yan (CoRR, 2016)

Training Skinny Deep Neural Networks with Iterative Hard Thresholding Methods. - Xiaojie Jin; Xiaotong Yuan; Jiashi Feng; Shuicheng Yan (CoRR, 2016)

Multi-stage Object Detection with Group Recursive Learning. - Jianan Li 001; Xiaodan Liang; Jianshu Li; Tingfa Xu; Jiashi Feng; Shuicheng Yan (CoRR, 2016)

Visual Processing by a Unified Schatten-p Norm and ℓq Norm Regularized Principal Component Pursuit. - Jing Wang 021; Meng Wang 001; Xuegang Hu; Shuicheng Yan (CoRR, 2016)

Joint Rain Detection and Removal via Iterative Region Dependent Multi-Task Learning. - Wenhan Yang; Robby T. Tan; Jiashi Feng; Jiaying Liu 001; Zongming Guo; Shuicheng Yan (CoRR, 2016)

Peak-Piloted Deep Network for Facial Expression Recognition. - Xiangyun Zhao; Xiaodan Liang; Luoqi Liu; Teng Li 001; Nuno Vasconcelos; Shuicheng Yan (CoRR, 2016)

Special Issue on Event-based Media Processing and Analysis. - Bogdan Ionescu; Giulia Boato; Zhigang Ma; Yiannis Kompatsiaris; Nicu Sebe; Shuicheng Yan (Image Vis. Comput., 2016)

Event-based media processing and analysis: A survey of the literature. - Christos Tzelepis; Zhigang Ma; Vasileios Mezaris; Bogdan Ionescu; Ioannis Kompatsiaris; Giulia Boato; Nicu Sebe; Shuicheng Yan (Image Vis. Comput., 2016)

Parsing Based on Parselets: A Unified Deformable Mixture Model for Human Parsing. - Jian Dong; Qiang Chen 007; ZhongYang Huang; Jianchao Yang; Shuicheng Yan (IEEE Trans. Pattern Anal. Mach. Intell., 2016)

NUS-PRO: A New Visual Tracking Challenge. - Annan Li; Min Lin; Yi Wu 001; Ming-Hsuan Yang 001; Shuicheng Yan (IEEE Trans. Pattern Anal. Mach. Intell., 2016)

A Deterministic Analysis for LRR. - Guangcan Liu; Huan Xu 001; Jinhui Tang 001; Qingshan Liu 001; Shuicheng Yan (IEEE Trans. Pattern Anal. Mach. Intell., 2016)

HCP: A Flexible CNN Framework for Multi-Label Image Classification. - Yunchao Wei; Wei Xia; Min Lin; Junshi Huang; Bingbing Ni; Jian Dong; Yao Zhao 001; Shuicheng Yan (IEEE Trans. Pattern Anal. Mach. Intell., 2016)

Kinship-Guided Age Progression. - Xiangbo Shu; Jinhui Tang 001; Hanjiang Lai; Zhiheng Niu; Shuicheng Yan (Pattern Recognit., 2016)

Learning to segment with image-level annotations. - Yunchao Wei; Xiaodan Liang; Yunpeng Chen; Zequn Jie; Yanhui Xiao; Yao Zhao 001; Shuicheng Yan (Pattern Recognit., 2016)

Cast2Face: Assigning Character Names Onto Faces in Movie With Actor-Character Correspondence. - Guangyu Gao; Mengdi Xu; Jialie Shen 001; Huadong Ma; Shuicheng Yan (IEEE Trans. Circuits Syst. Video Technol., 2016)

Convolutional Fusion Network for Face Verification in the Wild. - Chao Xiong; Luoqi Liu; Xiaowei Zhao; Shuicheng Yan; Tae-Kyun Kim 001 (IEEE Trans. Circuits Syst. Video Technol., 2016)

Multi-loss Regularized Deep Neural Network. - Chunyan Xu; Canyi Lu; Xiaodan Liang; Junbin Gao; Wei Zheng; Tianjiang Wang; Shuicheng Yan (IEEE Trans. Circuits Syst. Video Technol., 2016)

Scale-Aware Pixelwise Object Proposal Networks. - Zequn Jie; Xiaodan Liang; Jiashi Feng; Wen Feng Lu; Francis Eng Hock Tay; Shuicheng Yan (IEEE Trans. Image Process., 2016)

Instance-Aware Hashing for Multi-Label Image Retrieval. - Hanjiang Lai; Pan Yan; Xiangbo Shu; Yunchao Wei; Shuicheng Yan (IEEE Trans. Image Process., 2016)

Relative Forest for Visual Attribute Prediction. - Shaoxin Li 001; Shiguang Shan; Shuicheng Yan; Xilin Chen 001 (IEEE Trans. Image Process., 2016)

Nonconvex Nonsmooth Low Rank Minimization via Iteratively Reweighted Nuclear Norm. - Canyi Lu; Jinhui Tang 001; Shuicheng Yan; Zhouchen Lin (IEEE Trans. Image Process., 2016)

Convex Sparse Spectral Clustering: Single-View to Multi-View. - Canyi Lu; Shuicheng Yan; Zhouchen Lin (IEEE Trans. Image Process., 2016)

Learning of Multimodal Representations With Random Walks on the Click Graph. - Fei Wu 001; Xinyan Lu; Jun Song 004; Shuicheng Yan; Zhongfei (Mark) Zhang; Yong Rui; Yueting Zhuang (IEEE Trans. Image Process., 2016)

Joint Low-Rank and Sparse Principal Feature Coding for Enhanced Robust Representation and Visual Classification. - Zhao Zhang 001; Fanzhang Li; Ming-Bo Zhao; Li Zhang 004; Shuicheng Yan (IEEE Trans. Image Process., 2016)

Multitask Low-Rank Affinity Graph for Image Segmentation and Image Annotation. - Teng Li 001; Bin Cheng 001; Bingbing Ni; Guangchan Liu; Shuicheng Yan (ACM Trans. Intell. Syst. Technol., 2016)

Modality-Dependent Cross-Media Retrieval. - Yunchao Wei; Yao Zhao 001; Zhenfeng Zhu; Shikui Wei; Yanhui Xiao; Jiashi Feng; Shuicheng Yan (ACM Trans. Intell. Syst. Technol., 2016)

Clothes Co-Parsing Via Joint Image Segmentation and Labeling With Application to Clothing Retrieval. - Xiaodan Liang; Liang Lin; Wei Yang 019; Ping Luo 002; Junshi Huang; Shuicheng Yan (IEEE Trans. Multim., 2016)

Deep Aging Face Verification With Large Gaps. - Luoqi Liu; Chao Xiong; Hanwang Zhang; Zhiheng Niu; Meng Wang 001; Shuicheng Yan (IEEE Trans. Multim., 2016)

Image Classification by Selective Regularized Subspace Learning. - Changzhi Luo; Bingbing Ni; Shuicheng Yan; Meng Wang 001 (IEEE Trans. Multim., 2016)

Deep Relative Attributes. - Xiaoshan Yang; Tianzhu Zhang 001; Changsheng Xu; Shuicheng Yan; M. Shamim Hossain; Ahmed Ghoneim (IEEE Trans. Multim., 2016)

Clothing Cosegmentation for Shopping Images With Cluttered Background. - Bo Zhao 032; Xiao Wu 001; Qiang Peng; Shuicheng Yan (IEEE Trans. Multim., 2016)

Dual Low-Rank Pursuit: Learning Salient Features for Saliency Detection. - Congyan Lang; Jiashi Feng; Songhe Feng; Jingdong Wang 001; Shuicheng Yan (IEEE Trans. Neural Networks Learn. Syst., 2016)

Sparse Codes Auto-Extractor for Classification: A Joint Embedding and Dictionary Learning Framework for Representation. - Zhao Zhang 001; Fanzhang Li; Tommy W. S. Chow; Li Zhang 004; Shuicheng Yan (IEEE Trans. Signal Process., 2016)

Multi-Path Feedback Recurrent Neural Networks for Scene Parsing. - Xiaojie Jin; Yunpeng Chen; Zequn Jie; Jiashi Feng; Shuicheng Yan (AAAI, 2017)

Marginalized CNN: Learning Deep Invariant Representations. - Jian Zhao 006; Jianshu Li; Fang Zhao 006; Xuecheng Nie; Yunpeng Chen; Shuicheng Yan; Jiashi Feng (BMVC, 2017)

More is Less: A More Complicated Network with Less Inference Complexity. - Xuanyi Dong; Junshi Huang; Yi Yang 001; Shuicheng Yan (CVPR, 2017)

Estimation of Affective Level in the Wild with Multiple Memory Networks. - Jianshu Li; Yunpeng Chen; Shengtao Xiao; Jian Zhao 006; Sujoy Roy; Jiashi Feng; Shuicheng Yan; Terence Sim (CVPR Workshops, 2017)

Perceptual Generative Adversarial Networks for Small Object Detection. - Jianan Li 001; Xiaodan Liang; Yunchao Wei; Tingfa Xu; Jiashi Feng; Shuicheng Yan (CVPR, 2017)

Interpretable Structure-Evolving LSTM. - Xiaodan Liang; Liang Lin; Xiaohui Shen; Jiashi Feng; Shuicheng Yan; Eric P. Xing (CVPR, 2017)

Semantic Segmentation via Structured Patch Prediction, Context CRF and Guidance CRF. - Falong Shen; Rui Gan; Shuicheng Yan; Gang Zeng (CVPR, 2017)

Object Region Mining with Adversarial Erasing: A Simple Classification to Semantic Segmentation Approach. - Yunchao Wei; Jiashi Feng; Xiaodan Liang; Ming-Ming Cheng; Yao Zhao 001; Shuicheng Yan (CVPR, 2017)

3D-Assisted Coarse-to-Fine Extreme-Pose Facial Landmark Detection. - Shengtao Xiao; Jianshu Li; Yunpeng Chen; Zhecan Wang; Jiashi Feng; Shuicheng Yan; Ashraf A. Kassim (CVPR Workshops, 2017)

Deep Joint Rain Detection and Removal from a Single Image. - Wenhan Yang; Robby T. Tan; Jiashi Feng; Jiaying Liu 001; Zongming Guo; Shuicheng Yan (CVPR, 2017)

Memory-Augmented Attribute Manipulation Networks for Interactive Fashion Search. - Bo Zhao 032; Jiashi Feng; Xiao Wu 001; Shuicheng Yan (CVPR, 2017)

Self-Supervised Neural Aggregation Networks for Human Parsing. - Jian Zhao 006; Jianshu Li; Xuecheng Nie; Fang Zhao 006; Yunpeng Chen; Zhecan Wang; Jiashi Feng; Shuicheng Yan (CVPR Workshops, 2017)

Video Scene Parsing with Predictive Feature Learning. - Xiaojie Jin; Xin Li; Huaxin Xiao; Xiaohui Shen; Zhe Lin 001; Jimei Yang; Yunpeng Chen; Jian Dong; Luoqi Liu; Zequn Jie; Jiashi Feng; Shuicheng Yan (ICCV, 2017)

FoveaNet: Perspective-Aware Urban Scene Parsing. - Xin Li; Zequn Jie; Wei Wang 108; Changsong Liu; Jimei Yang; Xiaohui Shen; Zhe Lin 001; Qiang Chen 007; Shuicheng Yan; Jiashi Feng (ICCV, 2017)

Neural Person Search Machines. - Hao Liu 003; Jiashi Feng; Zequn Jie; Jayashree Karlekar; Bo Zhao 032; Meibin Qi; Jianguo Jiang; Shuicheng Yan (ICCV, 2017)

Recurrent 3D-2D Dual Learning for Large-Pose Facial Landmark Detection. - Shengtao Xiao; Jiashi Feng; Luoqi Liu; Xuecheng Nie; Wei Wang 108; Shuicheng Yan; Ashraf A. Kassim (ICCV, 2017)

Scale-Adaptive Convolutions for Scene Parsing. - Rui Zhang 040; Sheng Tang; Yongdong Zhang 001; Jintao Li 001; Shuicheng Yan (ICCV, 2017)

Robust Projective Dictionary Learning by Joint Label Embedding and Classification. - Weiming Jiang; Zhao Zhang 001; Jie Qin; Mingbo Zhao; Fanzhang Li; Shuicheng Yan (ICDM Workshops, 2017)

Training Group Orthogonal Neural Networks with Privileged Information. - Yunpeng Chen; Xiaojie Jin; Jiashi Feng; Shuicheng Yan (IJCAI, 2017)

Online Robust Low-Rank Tensor Learning. - Ping Li 006; Jiashi Feng; Xiaojie Jin; Luming Zhang; Xianghua Xu; Shuicheng Yan (IJCAI, 2017)

Global-residual and Local-boundary Refinement Networks for Rectifying Scene Parsing Predictions. - Rui Zhang 040; Sheng Tang; Min Lin; Jintao Li 001; Shuicheng Yan (IJCAI, 2017)

Integrated Face Analytics Networks through Cross-Dataset Hybrid Training. - Jianshu Li; Shengtao Xiao; Fang Zhao 006; Jian Zhao 006; Jianan Li 001; Jiashi Feng; Shuicheng Yan; Terence Sim (ACM Multimedia, 2017)

Face Aging with Contextual Generative Adversarial Nets. - Si Liu 001; Yao Sun 004; Defa Zhu; Renda Bao; Wei Wang 108; Xiangbo Shu; Shuicheng Yan (ACM Multimedia, 2017)

Time Traveler: A Real-time Face Aging System. - Lejian Ren; Si Liu 001; Yao Sun 004; Jian Dong; Luoqi Liu; Shuicheng Yan (ACM Multimedia, 2017)

Dual Path Networks. - Yunpeng Chen; Jianan Li 001; Huaxin Xiao; Xiaojie Jin; Shuicheng Yan; Jiashi Feng (NIPS, 2017)

Predicting Scene Parsing and Motion Dynamics in the Future. - Xiaojie Jin; Huaxin Xiao; Xiaohui Shen; Jimei Yang; Zhe Lin 001; Yunpeng Chen; Zequn Jie; Jiashi Feng; Shuicheng Yan (NIPS, 2017)

Dual-Agent GANs for Photorealistic and Identity Preserving Profile Face Synthesis. - Jian Zhao 006; Lin Xiong; Jayashree Karlekar; Jianshu Li; Fang Zhao 006; Zhecan Wang; Sugiri Pranata; Shengmei Shen; Shuicheng Yan; Jiashi Feng (NIPS, 2017)

Sharing Residual Units Through Collective Tensor Factorization in Deep Neural Networks. - Yunpeng Chen; Xiaojie Jin; Bingyi Kang; Jiashi Feng; Shuicheng Yan (CoRR, 2017)

Generative Partition Networks for Multi-Person Pose Estimation. - Xuecheng Nie; Jiashi Feng; Junliang Xing; Shuicheng Yan (CoRR, 2017)

Discriminative Similarity for Clustering and Semi-Supervised Learning. - Yingzhen Yang; Feng Liang 002; Nebojsa Jojic; Shuicheng Yan; Jiashi Feng; Thomas S. Huang (CoRR, 2017)

Meta Networks for Neural Style Transfer. - Falong Shen; Shuicheng Yan; Gang Zeng (CoRR, 2017)

Deep Sparse Subspace Clustering. - Xi Peng 001; Jiashi Feng; Shijie Xiao; Jiwen Lu; Zhang Yi 001; Shuicheng Yan (CoRR, 2017)

HashGAN: Attention-aware Deep Adversarial Hashing for Cross Modal Retrieval. - Xi Zhang 015; Siyu Zhou; Jiashi Feng; Hanjiang Lai; Bo Li 117; Yan Pan 002; Jian Yin 001; Shuicheng Yan (CoRR, 2017)

Personalized and Occupational-aware Age Progression by Generative Adversarial Networks. - Siyu Zhou; Weiqiang Zhao; Jiashi Feng; Hanjiang Lai; Yan Pan 002; Jian Yin 001; Shuicheng Yan (CoRR, 2017)

WSNet: Compact and Efficient Networks with Weight Sampling. - Xiaojie Jin; Yingzhen Yang; Ning Xu 001; Jianchao Yang; Jiashi Feng; Shuicheng Yan (CoRR, 2017)

Learning Object Detectors from Scratch with Gated Recurrent Feature Pyramids. - Zhiqiang Shen; Honghui Shi; Rogério Schmidt Feris; Liangliang Cao; Shuicheng Yan; Ding Liu 001; Xinchao Wang; Xiangyang Xue 001; Thomas S. Huang (CoRR, 2017)

Weaving Multi-scale Context for Single Shot Detector. - Yunpeng Chen; Jianshu Li; Bin Zhou; Jiashi Feng; Shuicheng Yan (CoRR, 2017)

BT-Nets: Simplifying Deep Neural Networks via Block Term Decomposition. - Guangxi Li; Jinmian Ye; Haiqin Yang; Di Chen; Shuicheng Yan; Zenglin Xu (CoRR, 2017)

Editorial- Deep Learning for Computer Vision. - Ross B. Girshick; Iasonas Kokkinos; Ivan Laptev; Jitendra Malik; George Papandreou; Andrea Vedaldi; Xiaogang Wang 001; Shuicheng Yan; Alan L. Yuille (Comput. Vis. Image Underst., 2017)

A survey on deep learning-based fine-grained object classification and semantic segmentation. - Bo Zhao 032; Jiashi Feng; Xiao Wu 001; Shuicheng Yan (Int. J. Autom. Comput., 2017)

SDE: A Novel Selective, Discriminative and Equalizing Feature Representation for Visual Recognition. - Guo-Sen Xie; Xu-Yao Zhang; Shuicheng Yan; Cheng-Lin Liu 001 (Int. J. Comput. Vis., 2017)

Robust Alternating Low-Rank Representation by joint Lp- and L2, p-norm minimization. - Zhao Zhang 001; Mingbo Zhao; Fanzhang Li; Li Zhang 004; Shuicheng Yan (Neural Networks, 2017)

Learning to Segment Human by Watching YouTube. - Xiaodan Liang; Yunchao Wei; Liang Lin; Yunpeng Chen; Xiaohui Shen; Jianchao Yang; Shuicheng Yan (IEEE Trans. Pattern Anal. Mach. Intell., 2017)

Human Parsing with Contextualized Convolutional Neural Network. - Xiaodan Liang; Chunyan Xu; Xiaohui Shen; Jianchao Yang; Jinhui Tang 001; Liang Lin; Shuicheng Yan (IEEE Trans. Pattern Anal. Mach. Intell., 2017)

Tri-Clustered Tensor Completion for Social-Aware Image Tag Refinement. - Jinhui Tang 001; Xiangbo Shu; Guo-Jun Qi; Zechao Li; Meng Wang 001; Shuicheng Yan; Ramesh C. Jain (IEEE Trans. Pattern Anal. Mach. Intell., 2017)

STC: A Simple to Complex Framework for Weakly-Supervised Semantic Segmentation. - Yunchao Wei; Xiaodan Liang; Yunpeng Chen; Xiaohui Shen; Ming-Ming Cheng; Jiashi Feng; Yao Zhao 001; Shuicheng Yan (IEEE Trans. Pattern Anal. Mach. Intell., 2017)

LG-CNN: From local parts to global discrimination for fine-grained recognition. - Guo-Sen Xie; Xu-Yao Zhang; Wenhan Yang; Mingliang Xu 001; Shuicheng Yan; Cheng-Lin Liu 001 (Pattern Recognit., 2017)

Discriminative sparse flexible manifold embedding with novel graph for robust visual representation and label propagation. - Zhao Zhang 001; Yan Zhang 053; Fanzhang Li; Ming-Bo Zhao; Li Zhang 004; Shuicheng Yan (Pattern Recognit., 2017)

Layerwise Class-Aware Convolutional Neural Network. - Zhen Cui 001; Zhiheng Niu; Luoqi Liu; Shuicheng Yan (IEEE Trans. Circuits Syst. Video Technol., 2017)

Hybrid CNN and Dictionary-Based Models for Scene Recognition and Domain Adaptation. - Guo-Sen Xie; Xu-Yao Zhang; Shuicheng Yan; Cheng-Lin Liu 001 (IEEE Trans. Circuits Syst. Video Technol., 2017)

Cross-Scale Cost Aggregation for Stereo Matching. - Kang Zhang 004; Yuqiang Fang; Dongbo Min; Lifeng Sun; Shiqiang Yang; Shuicheng Yan (IEEE Trans. Circuits Syst. Video Technol., 2017)

Cross-Modal Retrieval With CNN Visual Features: A New Baseline. - Yunchao Wei; Yao Zhao 001; Canyi Lu; Shikui Wei; Luoqi Liu; Zhenfeng Zhu; Shuicheng Yan (IEEE Trans. Cybern., 2017)

Facial Age Estimation With Age Difference. - Zhenzhen Hu; Yonggang Wen 001; Jianfeng Wang; Meng Wang 001; Richang Hong; Shuicheng Yan (IEEE Trans. Image Process., 2017)

End-to-End Comparative Attention Networks for Person Re-Identification. - Hao Liu 003; Jiashi Feng; Meibin Qi; Jianguo Jiang; Shuicheng Yan (IEEE Trans. Image Process., 2017)

Deep Edge Guided Recurrent Residual Learning for Image Super-Resolution. - Wenhan Yang; Jiashi Feng; Jianchao Yang; Fang Zhao 006; Jiaying Liu 001; Zongming Guo; Shuicheng Yan (IEEE Trans. Image Process., 2017)

Robust Neighborhood Preserving Projection by Nuclear/L2, 1-Norm Regularization for Image Feature Extraction. - Zhao Zhang 001; Fanzhang Li; Mingbo Zhao; Li Zhang 004; Shuicheng Yan (IEEE Trans. Image Process., 2017)

Event Classification in Microblogs via Social Tracking. - Yue Gao 002; Hanwang Zhang; Xibin Zhao; Shuicheng Yan (ACM Trans. Intell. Syst. Technol., 2017)

Visual Classification of Furniture Styles. - Zhenzhen Hu; Yonggang Wen 001; Luoqi Liu; Jianguo Jiang; Richang Hong; Meng Wang 001; Shuicheng Yan (ACM Trans. Intell. Syst. Technol., 2017)

Attentive Contexts for Object Detection. - Jianan Li 001; Yunchao Wei; Xiaodan Liang; Jian Dong; Tingfa Xu; Jiashi Feng; Shuicheng Yan (IEEE Trans. Multim., 2017)

Diversified Visual Attention Networks for Fine-Grained Object Classification. - Bo Zhao 032; Xiao Wu 001; Jiashi Feng; Qiang Peng; Shuicheng Yan (IEEE Trans. Multim., 2017)

Nonconvex Sparse Spectral Clustering by Alternating Direction Method of Multipliers and Its Convergence Analysis. - Canyi Lu; Jiashi Feng; Zhouchen Lin; Shuicheng Yan (AAAI, 2018)

Learning and Thinking Strategy for Training Sequence Generation Models. - Yu Li 016; Sheng Tang; Min Lin; Junbo Guo; Jintao Li 001; Shuicheng Yan (BMVC, 2018)

Multi-Oriented Scene Text Detection via Corner Localization and Region Segmentation. - Pengyuan Lyu; Cong Yao; Wenhao Wu; Shuicheng Yan; Xiang Bai (CVPR, 2018)

Human Pose Estimation With Parsing Induced Learner. - Xuecheng Nie; Jiashi Feng; Yiming Zuo 001; Shuicheng Yan (CVPR, 2018)

Neural Style Transfer via Meta Networks. - Falong Shen; Shuicheng Yan; Gang Zeng (CVPR, 2018)

Towards Pose Invariant Face Recognition in the Wild. - Jian Zhao 006; Yu Cheng 009; Yan Xu 009; Lin Xiong; Jianshu Li; Fang Zhao 006; Jayashree Karlekar; Sugiri Pranata; Shengmei Shen; Junliang Xing; Shuicheng Yan; Jiashi Feng (CVPR, 2018)

Multi-fiber Networks for Video Recognition. - Yunpeng Chen; Yannis Kalantidis; Jianshu Li; Shuicheng Yan; Jiashi Feng (ECCV (1), 2018)

Pose Partition Networks for Multi-person Pose Estimation. - Xuecheng Nie; Jiashi Feng; Junliang Xing; Shuicheng Yan (ECCV (5), 2018)

Mutual Learning to Adapt for Joint Human Parsing and Pose Estimation. - Xuecheng Nie; Jiashi Feng; Shuicheng Yan (ECCV (5), 2018)

Dynamic Conditional Networks for Few-Shot Learning. - Fang Zhao 006; Jian Zhao 006; Shuicheng Yan; Jiashi Feng (ECCV (15), 2018)

WSNet: Compact and Efficient Networks Through Weight Sampling. - Xiaojie Jin; Yingzhen Yang; Ning Xu 001; Jianchao Yang; Nebojsa Jojic; Jiashi Feng; Shuicheng Yan (ICML, 2018)

Robust Projective Low-Rank and Sparse Representation by Robust Dictionary Learning. - Jiahuan Ren; Zhao Zhang 001; Sheng Li 001; Guangcan Liu; Meng Wang 001; Shuicheng Yan (ICPR, 2018)

Robust Discriminative Projective Dictionary Pair Learning by Adaptive Representations. - Yulin Sun; Zhao Zhang 001; Weiming Jiang; Guangcan Liu; Meng Wang 001; Shuicheng Yan (ICPR, 2018)

Robust Locality-Constrained Label Consistent K-SVD by Joint Sparse Embedding. - Zhao Zhang 001; Weiming Jiang; Sheng Li 001; Jie Qin; Guangcan Liu; Shuicheng Yan (ICPR, 2018)

Sharing Residual Units Through Collective Tensor Factorization To Improve Deep Neural Networks. - Yunpeng Chen; Xiaojie Jin; Bingyi Kang; Jiashi Feng; Shuicheng Yan (IJCAI, 2018)

Exact Low Tubal Rank Tensor Recovery from Gaussian Measurements. - Canyi Lu; Jiashi Feng; Zhouchen Lin; Shuicheng Yan (IJCAI, 2018)

High Resolution Feature Recovering for Accelerating Urban Scene Parsing. - Rui Zhang 040; Sheng Tang; Luoqi Liu; Yongdong Zhang 001; Jintao Li 001; Shuicheng Yan (IJCAI, 2018)

3D-Aided Deep Pose-Invariant Face Recognition. - Jian Zhao 006; Lin Xiong; Yu Cheng 009; Yi Cheng; Jianshu Li; Li Zhou; Yan Xu 009; Jayashree Karlekar; Sugiri Pranata; Shengmei Shen; Junliang Xing; Shuicheng Yan; et al. (IJCAI, 2018)

Multi-Human Parsing Machines. - Jianshu Li; Jian Zhao 006; Yunpeng Chen; Sujoy Roy; Shuicheng Yan; Jiashi Feng; Terence Sim (ACM Multimedia, 2018)

Style Separation and Synthesis via Generative Adversarial Networks. - Rui Zhang 040; Sheng Tang; Yu Li 016; Junbo Guo; Yongdong Zhang 001; Jintao Li 001; Shuicheng Yan (ACM Multimedia, 2018)

Understanding Humans in Crowded Scenes: Deep Nested Adversarial Learning and A New Benchmark for Multi-Human Parsing. - Jian Zhao 006; Jianshu Li; Yu Cheng 009; Terence Sim; Shuicheng Yan; Jiashi Feng (ACM Multimedia, 2018)

A^2-Nets: Double Attention Networks. - Yunpeng Chen; Yannis Kalantidis; Jianshu Li; Shuicheng Yan; Jiashi Feng (NeurIPS, 2018)

Understanding Humans in Crowded Scenes: Deep Nested Adversarial Learning and A New Benchmark for Multi-Human Parsing. - Jian Zhao 006; Jianshu Li; Yu Cheng 009; Li Zhou; Terence Sim; Shuicheng Yan; Jiashi Feng (CoRR, 2018)

Look Across Elapse: Disentangled Representation Learning and Photorealistic Cross-Age Face Synthesis for Age-Invariant Face Recognition. - Jian Zhao 006; Yu Cheng 009; Yi Cheng; Yang Yang 002; Haochong Lan; Fang Zhao 006; Lin Xiong; Yan Xu 009; Jianshu Li; Sugiri Pranata; Shengmei Shen; Junliang Xing; et al. (CoRR, 2018)

A2-Nets: Double Attention Networks. - Yunpeng Chen; Yannis Kalantidis; Jianshu Li; Shuicheng Yan; Jiashi Feng (CoRR, 2018)

Video super-resolution based on spatial-temporal recurrent residual networks. - Wenhan Yang; Jiashi Feng; Guo-Sen Xie; Jiaying Liu 001; Zongming Guo; Shuicheng Yan (Comput. Vis. Image Underst., 2018)

Attentive Systems: A Survey. - Tam V. Nguyen 002; Qi Zhao; Shuicheng Yan (Int. J. Comput. Vis., 2018)

Learning supervised descent directions for optic disc segmentation. - Annan Li; Zhiheng Niu; Jun Cheng 003; Fengshou Yin; Damon Wing Kee Wong; Shuicheng Yan; Jiang Liu 001 (Neurocomputing, 2018)

SRNN: Self-regularized neural network. - Chunyan Xu; Jian Yang 003; Junbin Gao; Hanjiang Lai; Shuicheng Yan (Neurocomputing, 2018)

Proposal-Free Network for Instance-Level Object Segmentation. - Xiaodan Liang; Liang Lin; Yunchao Wei; Xiaohui Shen; Jianchao Yang; Shuicheng Yan (IEEE Trans. Pattern Anal. Mach. Intell., 2018)

A Unified Alternating Direction Method of Multipliers by Majorization Minimization. - Canyi Lu; Jiashi Feng; Shuicheng Yan; Zhouchen Lin (IEEE Trans. Pattern Anal. Mach. Intell., 2018)

Personalized Age Progression with Bi-Level Aging Dictionary Learning. - Xiangbo Shu; Jinhui Tang 001; Zechao Li; Hanjiang Lai; Liyan Zhang 001; Shuicheng Yan (IEEE Trans. Pattern Anal. Mach. Intell., 2018)

Towards Robust and Accurate Multi-View and Partially-Occluded Face Alignment. - Junliang Xing; Zhiheng Niu; Junshi Huang; Weiming Hu; Xi Zhou; Shuicheng Yan (IEEE Trans. Pattern Anal. Mach. Intell., 2018)

Learning with rethinking: Recurrently improving convolutional neural networks through feedback. - Xin Li; Zequn Jie; Jiashi Feng; Changsong Liu; Shuicheng Yan (Pattern Recognit., 2018)

Object Proposal Generation With Fully Convolutional Networks. - Zequn Jie; Wen Feng Lu; Siavash Sakhavi; Yunchao Wei; Francis Eng Hock Tay; Shuicheng Yan (IEEE Trans. Circuits Syst. Video Technol., 2018)

Deep Recurrent Regression for Facial Landmark Detection. - Hanjiang Lai; Shengtao Xiao; Yan Pan 002; Zhen Cui 001; Jiashi Feng; Chunyan Xu; Jian Yin 001; Shuicheng Yan (IEEE Trans. Circuits Syst. Video Technol., 2018)

Video-Based Person Re-Identification With Accumulative Motion Context. - Hao Liu 003; Zequn Jie; Jayashree Karlekar; Meibin Qi; Jianguo Jiang; Shuicheng Yan; Jiashi Feng (IEEE Trans. Circuits Syst. Video Technol., 2018)

Image Classification With Tailored Fine-Grained Dictionaries. - Xiangbo Shu; Jinhui Tang 001; Guo-Jun Qi; Zechao Li; Yu-Gang Jiang 001; Shuicheng Yan (IEEE Trans. Circuits Syst. Video Technol., 2018)

First-Person Daily Activity Recognition With Manipulated Object Proposals and Non-Linear Feature Fusion. - Meng Wang 001; Changzhi Luo; Bingbing Ni; Jun Yuan; Jianfeng Wang; Shuicheng Yan (IEEE Trans. Circuits Syst. Video Technol., 2018)

FatRegion: A Fast Adaptive Tree-Structured Region Extraction Approach. - Junliang Xing; Weiming Hu; Haizhou Ai; Shuicheng Yan (IEEE Trans. Circuits Syst. Video Technol., 2018)

Implicit Negative Sub-Categorization and Sink Diversion for Object Detection. - Yu Li 016; Sheng Tang; Min Lin; Yongdong Zhang 001; Jintao Li 001; Shuicheng Yan (IEEE Trans. Image Process., 2018)

Landmark Free Face Attribute Prediction. - Jianshu Li; Fang Zhao 006; Jiashi Feng; Sujoy Roy; Shuicheng Yan; Terence Sim (IEEE Trans. Image Process., 2018)

Flexible Manifold Learning With Optimal Graph for Image and Video Representation. - Wei Wang 108; Yan Yan 002; Feiping Nie 001; Shuicheng Yan; Nicu Sebe (IEEE Trans. Image Process., 2018)

Robust LSTM-Autoencoders for Face De-Occlusion in the Wild. - Fang Zhao 006; Jiashi Feng; Jian Zhao 006; Wenhan Yang; Shuicheng Yan (IEEE Trans. Image Process., 2018)

High-Precision Camera Localization in Scenes with Repetitive Patterns. - Xiaobai Liu; Qian Xu; Yadong Mu; Jiadi Yang; Liang Lin; Shuicheng Yan (ACM Trans. Intell. Syst. Technol., 2018)

Learning Multi-Instance Deep Ranking and Regression Network for Visual House Appraisal. - Xiaobai Liu; Qian Xu; Jingjie Yang; Jacob Thalman; Shuicheng Yan; Jiebo Luo 001 (IEEE Trans. Knowl. Data Eng., 2018)

Multistage Object Detection With Group Recursive Learning. - Jianan Li 001; Xiaodan Liang; Jianshu Li; Yunchao Wei; Tingfa Xu; Jiashi Feng; Shuicheng Yan (IEEE Trans. Multim., 2018)

Scale-Aware Fast R-CNN for Pedestrian Detection. - Jianan Li 001; Xiaodan Liang; Shengmei Shen; Tingfa Xu; Jiashi Feng; Shuicheng Yan (IEEE Trans. Multim., 2018)

Deep Salient Object Detection With Dense Connections and Distraction Diagnosis. - Huaxin Xiao; Jiashi Feng; Yunchao Wei; Maojun Zhang; Shuicheng Yan (IEEE Trans. Multim., 2018)

Learning Temporal Information for Brain-Computer Interface Using Convolutional Neural Networks. - Siavash Sakhavi; Cuntai Guan; Shuicheng Yan (IEEE Trans. Neural Networks Learn. Syst., 2018)

Jointly Learning Structured Analysis Discriminative Dictionary and Analysis Multiclass Classifier. - Zhao Zhang 001; Weiming Jiang; Jie Qin; Li Zhang 004; Fanzhang Li; Min Zhang 005; Shuicheng Yan (IEEE Trans. Neural Networks Learn. Syst., 2018)

Robust Adaptive Embedded Label Propagation With Weight Learning for Inductive Classification. - Zhao Zhang 001; Fanzhang Li; Lei Jia; Jie Qin; Li Zhang 004; Shuicheng Yan (IEEE Trans. Neural Networks Learn. Syst., 2018)

Look across Elapse: Disentangled Representation Learning and Photorealistic Cross-Age Face Synthesis for Age-Invariant Face Recognition. - Jian Zhao 006; Yu Cheng 009; Yi Cheng; Yang Yang 002; Fang Zhao 006; Jianshu Li; Hengzhu Liu; Shuicheng Yan; Jiashi Feng (AAAI, 2019)

Graph-Based Global Reasoning Networks. - Yunpeng Chen; Marcus Rohrbach; Zhicheng Yan 001; Shuicheng Yan; Jiashi Feng; Yannis Kalantidis (CVPR, 2019)

Robust Unsupervised Flexible Auto-weighted Local-coordinate Concept Factorization for Image Clustering. - Zhao Zhang 001; Yan Zhang 053; Sheng Li 001; Guangcan Liu; Meng Wang 001; Shuicheng Yan (ICASSP, 2019)

Drop an Octave: Reducing Spatial Redundancy in Convolutional Neural Networks With Octave Convolution. - Yunpeng Chen; Haoqi Fan 001; Bing Xu; Zhicheng Yan 001; Yannis Kalantidis; Marcus Rohrbach; Shuicheng Yan; Jiashi Feng (ICCV, 2019)

Single-Stage Multi-Person Pose Machines. - Xuecheng Nie; Jiashi Feng; Jianfeng Zhang; Shuicheng Yan (ICCV, 2019)

Very Long Natural Scenery Image Prediction by Outpainting. - Zongxin Yang; Jian Dong; Ping Liu 004; Yi Yang 001; Shuicheng Yan (ICCV, 2019)

Multi-Prototype Networks for Unconstrained Set-based Face Recognition. - Jian Zhao 006; Jianshu Li; Xiaoguang Tu; Fang Zhao 006; Yuan Xin; Junliang Xing; Hengzhu Liu; Shuicheng Yan; Jiashi Feng (IJCAI, 2019)

Finding Images by Dialoguing with Image. - Lejian Ren; Si Liu 001; Han Huang 002; Jizhong Han; Shuicheng Yan; Bo Li 006 (ACM Multimedia, 2019)

Efficient Meta Learning via Minibatch Proximal Update. - Pan Zhou 002; Xiaotong Yuan; Huan Xu 001; Shuicheng Yan; Jiashi Feng (NeurIPS, 2019)

Task Relation Networks. - Jianshu Li; Pan Zhou 002; Yunpeng Chen; Jian Zhao 006; Sujoy Roy; Shuicheng Yan; Jiashi Feng; Terence Sim (WACV, 2019)

PSGAN: Pose-Robust Spatial-Aware GAN for Customizable Makeup Transfer. - Wentao Jiang; Si Liu 001; Chen Gao 005; Jie Cao 002; Ran He 001; Jiashi Feng; Shuicheng Yan (CoRR, 2019)

Efficient Differentiable Neural Architecture Search with Meta Kernels. - Shoufa Chen; Yunpeng Chen; Shuicheng Yan; Jiashi Feng (CoRR, 2019)

Fast DenseNet: Towards Efficient and Accurate Text Recognition with Fast Dense Networks. - Zhao Zhang 001; Zemin Tang; Yang Wang 023; Zheng Zhang 006; Shuicheng Yan; Meng Wang 001 (CoRR, 2019)

RC-DARTS: Resource Constrained Differentiable Architecture Search. - Xiaojie Jin; Jiang Wang 015; Joshua Slocum; Ming-Hsuan Yang 001; Shengyang Dai; Shuicheng Yan; Jiashi Feng (CoRR, 2019)

Recurrent Shape Regression. - Zhen Cui 001; Shengtao Xiao; Zhiheng Niu; Shuicheng Yan; Wenming Zheng (IEEE Trans. Pattern Anal. Mach. Intell., 2019)

Subspace Clustering by Block Diagonal Representation. - Canyi Lu; Jiashi Feng; Zhouchen Lin; Tao Mei 001; Shuicheng Yan (IEEE Trans. Pattern Anal. Mach. Intell., 2019)

Recurrent Face Aging with Hierarchical AutoRegressive Memory. - Wei Wang 108; Yan Yan 002; Zhen Cui 001; Jiashi Feng; Shuicheng Yan; Nicu Sebe (IEEE Trans. Pattern Anal. Mach. Intell., 2019)

3D-Aided Dual-Agent GANs for Unconstrained Face Recognition. - Jian Zhao 006; Lin Xiong; Jianshu Li; Junliang Xing; Shuicheng Yan; Jiashi Feng (IEEE Trans. Pattern Anal. Mach. Intell., 2019)

UP-CNN: Un-pooling augmented convolutional neural network. - Chunyan Xu; Jian Yang 003; Hanjiang Lai; Junbin Gao; Linlin Shen; Shuicheng Yan (Pattern Recognit. Lett., 2019)

Kernel-Induced Label Propagation by Mapping for Semi-Supervised Classification. - Zhao Zhang 001; Lei Jia; Mingbo Zhao; Guangcan Liu; Meng Wang 001; Shuicheng Yan (IEEE Trans. Big Data, 2019)

Toward a Comprehensive Face Detector in the Wild. - Jianshu Li; Luoqi Liu; Jianan Li 001; Jiashi Feng; Shuicheng Yan; Terence Sim (IEEE Trans. Circuits Syst. Video Technol., 2019)

Revisiting Jump-Diffusion Process for Visual Tracking: A Reinforcement Learning Approach. - Xiaobai Liu; Qian Xu; Thuan Chau; Yadong Mu; Lei Zhu 002; Shuicheng Yan (IEEE Trans. Circuits Syst. Video Technol., 2019)

Asymmetric GAN for Unpaired Image-to-Image Translation. - Yu Li 016; Sheng Tang; Rui Zhang 040; Yongdong Zhang 001; Jintao Li 001; Shuicheng Yan (IEEE Trans. Image Process., 2019)

Hierarchical Contextual Refinement Networks for Human Pose Estimation. - Xuecheng Nie; Jiashi Feng; Junliang Xing; Shengtao Xiao; Shuicheng Yan (IEEE Trans. Image Process., 2019)

Unsupervised Nonnegative Adaptive Feature Extraction for Data Representation. - Yan Zhang 053; Zhao Zhang 001; Sheng Li 001; Jie Qin; Guangcan Liu; Meng Wang 001; Shuicheng Yan (IEEE Trans. Knowl. Data Eng., 2019)

Online Robust Low-Rank Tensor Modeling for Streaming Data Analysis. - Ping Li 006; Jiashi Feng; Xiaojie Jin; Luming Zhang; Xianghua Xu; Shuicheng Yan (IEEE Trans. Neural Networks Learn. Syst., 2019)

AdversarialNAS: Adversarial Neural Architecture Search for GANs. - Chen Gao 005; Yunpeng Chen; Si Liu 001; Zhenxiong Tan; Shuicheng Yan (CVPR, 2020)

PSGAN: Pose and Expression Robust Spatial-Aware GAN for Customizable Makeup Transfer. - Wentao Jiang; Si Liu 001; Chen Gao 005; Jie Cao 002; Ran He 001; Jiashi Feng; Shuicheng Yan (CVPR, 2020)

Multilayer Collaborative Low-Rank Coding Network for Robust Deep Subspace Discovery. - Xianzhen Li; Zhao Zhang 001; Yang Wang 023; Guangcan Liu; Shuicheng Yan; Meng Wang 001 (ECAI, 2020)

Convolutional Dictionary Pair Learning Network for Image Representation Learning. - Zhao Zhang 001; Yulin Sun; Yang Wang 023; Zhengjun Zha; Shuicheng Yan; Meng Wang 001 (ECAI, 2020)

Highly Efficient Salient Object Detection with 100K Parameters. - Shanghua Gao; Yong-Qiang Tan; Ming-Ming Cheng; Chengze Lu; Yunpeng Chen; Shuicheng Yan (ECCV (6), 2020)

Rethinking Bottleneck Structure for Efficient Mobile Network Design. - Daquan Zhou; Qibin Hou; Yunpeng Chen; Jiashi Feng; Shuicheng Yan (ECCV (3), 2020)

A Simple Baseline for Pose Tracking in Videos of Crowed Scenes. - Li Yuan 007; Shuning Chang; Ziyuan Huang; Yichen Zhou; Yupeng Chen; Xuecheng Nie; Francis E. H. Tay; Jiashi Feng; Shuicheng Yan (ACM Multimedia, 2020)

Towards Accurate Human Pose Estimation in Videos of Crowded Scenes. - Shuning Chang; Li Yuan 007; Xuecheng Nie; Ziyuan Huang; Yichen Zhou; Yunpeng Chen; Jiashi Feng; Shuicheng Yan (ACM Multimedia, 2020)

InteractGAN: Learning to Generate Human-Object Interaction. - Chen Gao 005; Si Liu 001; Defa Zhu; Quan Liu; Jie Cao 002; Haoqian He; Ran He 001; Shuicheng Yan (ACM Multimedia, 2020)

Beautify As You Like. - Wentao Jiang; Si Liu 001; Chen Gao 005; Ran He 001; Bo Li 006; Shuicheng Yan (ACM Multimedia, 2020)

Neural Network Design for Multimedia: Bio-inspired and Hardware-friendly. - Shuicheng Yan (ACM Multimedia, 2020)

Toward Accurate Person-level Action Recognition in Videos of Crowed Scenes. - Li Yuan 007; Yichen Zhou; Shuning Chang; Ziyuan Huang; Yupeng Chen; Xuecheng Nie; Tao Wang 053; Jiashi Feng; Shuicheng Yan (ACM Multimedia, 2020)

ConvBERT: Improving BERT with Span-based Dynamic Convolution. - Zihang Jiang; Weihao Yu 001; Daquan Zhou; Yunpeng Chen; Jiashi Feng; Shuicheng Yan (NeurIPS, 2020)

Fast Dense Residual Network: Enhancing Global Dense Feature Flow for Text Recognition. - Zhao Zhang 001; Zemin Tang; Yang Wang 023; Jie Qin; Zhengjun Zha; Shuicheng Yan (CoRR, 2020)

PANDA: Prototypical Unsupervised Domain Adaptation. - Dapeng Hu; Jian Liang 001; Qibin Hou; Hanshu Yan; Yunpeng Chen; Shuicheng Yan; Jiashi Feng (CoRR, 2020)

Recapture as You Want. - Chen Gao 005; Si Liu 001; Ran He 001; Shuicheng Yan; Bo Li 006 (CoRR, 2020)

A Survey on Concept Factorization: From Shallow to Deep Representation Learning. - Zhao Zhang 001; Yan Zhang 053; Li Zhang 004; Shuicheng Yan (CoRR, 2020)

Dual Adversarial Auto-Encoders for Clustering. - Pengfei Ge; Chuan-Xian Ren; Jiashi Feng; Shuicheng Yan (CoRR, 2020)

Toward Accurate Person-level Action Recognition in Videos of Crowded Scenes. - Li Yuan 007; Yichen Zhou; Shuning Chang; Ziyuan Huang; Yunpeng Chen; Xuecheng Nie; Tao Wang 053; Jiashi Feng; Shuicheng Yan (CoRR, 2020)

A Simple Baseline for Pose Tracking in Videos of Crowded Scenes. - Li Yuan 007; Shuning Chang; Ziyuan Huang; Yichen Zhou; Yunpeng Chen; Xuecheng Nie; Francis E. H. Tay; Jiashi Feng; Shuicheng Yan (CoRR, 2020)

ProxylessKD: Direct Knowledge Distillation with Inherited Classifier for Face Recognition. - Weidong Shi; Guanghui Ren; Yunpeng Chen; Shuicheng Yan (CoRR, 2020)

Special Issue on Generating Realistic Visual Data of Human Behavior. - Xavier Alameda-Pineda; Elisa Ricci 001; Albert Ali Salah; Nicu Sebe; Shuicheng Yan (Int. J. Comput. Vis., 2020)

Fine-Grained Multi-human Parsing. - Jian Zhao 006; Jianshu Li; Hengzhu Liu; Shuicheng Yan; Jiashi Feng (Int. J. Comput. Vis., 2020)

Recognizing Profile Faces by Imagining Frontal View. - Jian Zhao 006; Junliang Xing; Lin Xiong; Shuicheng Yan; Jiashi Feng (Int. J. Comput. Vis., 2020)

Deep neural networks for emerging multimedia computing and applications. - Shuqiang Jiang; Weiqing Min; Yonggang Wen 001; Qingming Huang; Shuicheng Yan (Neurocomputing, 2020)

Tensor Robust Principal Component Analysis with a New Tensor Nuclear Norm. - Canyi Lu; Jiashi Feng; Yudong Chen 001; Wei Liu 005; Zhouchen Lin; Shuicheng Yan (IEEE Trans. Pattern Anal. Mach. Intell., 2020)

Joint Rain Detection and Removal from a Single Image with Contextualized Deep Networks. - Wenhan Yang; Robby T. Tan; Jiashi Feng; Zongming Guo; Shuicheng Yan; Jiaying Liu 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2020)

Perspective-Adaptive Convolutions for Scene Parsing. - Rui Zhang 040; Sheng Tang; Yongdong Zhang 001; Jintao Li 001; Shuicheng Yan (IEEE Trans. Pattern Anal. Mach. Intell., 2020)

Joint Subspace Recovery and Enhanced Locality Driven Robust Flexible Discriminative Dictionary Learning. - Zhao Zhang 001; Jiahuan Ren; Weiming Jiang; Zheng Zhang 006; Richang Hong; Shuicheng Yan; Meng Wang 001 (IEEE Trans. Circuits Syst. Video Technol., 2020)

ORDNet: Capturing Omni-Range Dependencies for Scene Parsing. - Shaofei Huang 001; Si Liu 001; Tianrui Hui; Jizhong Han; Bo Li 006; Jiashi Feng; Shuicheng Yan (IEEE Trans. Image Process., 2020)

Learning Hybrid Representation by Robust Dictionary Learning in Factorized Compressed Space. - Jiahuan Ren; Zhao Zhang 001; Sheng Li 001; Yang Wang 023; Guangcan Liu; Shuicheng Yan; Meng Wang 001 (IEEE Trans. Image Process., 2020)

Joint Label Prediction Based Semi-Supervised Adaptive Concept Factorization for Robust Data Representation. - Zhao Zhang 001; Yan Zhang 053; Guangcan Liu; Jinhui Tang 001; Shuicheng Yan; Meng Wang 001 (IEEE Trans. Knowl. Data Eng., 2020)

Dual Adversarial Autoencoders for Clustering. - Pengfei Ge; Chuan-Xian Ren; Dao-Qing Dai; Jiashi Feng; Shuicheng Yan (IEEE Trans. Neural Networks Learn. Syst., 2020)

Learning Semisupervised Multilabel Fully Convolutional Network for Hierarchical Object Parsing. - Xiaobai Liu; Qian Xu; Grayson Adkins; Eric Medwedeff; Liang Lin; Shuicheng Yan (IEEE Trans. Neural Networks Learn. Syst., 2020)

Collocating Clothes With Generative Adversarial Networks Cosupervised by Categories and Attributes: A Multidiscriminator Framework. - Linlin Liu; Haijun Zhang 002; Xiaofei Xu; Zhao Zhang 001; Shuicheng Yan (IEEE Trans. Neural Networks Learn. Syst., 2020)

Deep Subspace Clustering. - Xi Peng 001; Jiashi Feng; Joey Tianyi Zhou; Yingjie Lei; Shuicheng Yan (IEEE Trans. Neural Networks Learn. Syst., 2020)

Discriminative Local Sparse Representation by Robust Adaptive Dictionary Pair Learning. - Yulin Sun; Zhao Zhang 001; Weiming Jiang; Zheng Zhang 006; Li Zhang 004; Shuicheng Yan; Meng Wang 001 (IEEE Trans. Neural Networks Learn. Syst., 2020)

Partial-Label and Structure-constrained Deep Coupled Factorization Network. - Yan Zhang 053; Zhao Zhang 001; Yang Wang 023; Zheng Zhang 006; Li Zhang 004; Shuicheng Yan; Meng Wang 001 (AAAI, 2021)

Tokens-to-Token ViT: Training Vision Transformers from Scratch on ImageNet. - Li Yuan 007; Yunpeng Chen; Tao Wang 053; Weihao Yu 001; Yujun Shi; Zihang Jiang; Francis E. H. Tay; Jiashi Feng; Shuicheng Yan (ICCV, 2021)

PnP-DETR: Towards Efficient Visual Analysis with Transformers. - Tao Wang 053; Li Yuan 007; Yunpeng Chen; Jiashi Feng; Shuicheng Yan (ICCV, 2021)

Triplet Deep Subspace Clustering via Self-Supervised Data Augmentation. - Zhao Zhang 001; Xianzhen Li; Haijun Zhang 002; Yi Yang 001; Shuicheng Yan; Meng Wang 001 (ICDM, 2021)

Video Background Music Generation with Controllable Music Transformer. - Shangzhe Di; Zeren Jiang; Si Liu 001; Zhaokai Wang; Leyan Zhu; Zexin He; Hongming Liu; Shuicheng Yan (ACM Multimedia, 2021)

How Should Pre-Trained Language Models Be Fine-Tuned Towards Adversarial Robustness? - Xinshuai Dong; Anh Tuan Luu; Min Lin; Shuicheng Yan; Hanwang Zhang (NeurIPS, 2021)

Direct Multi-view Multi-person 3D Pose Estimation. - Tao Wang 053; Jianfeng Zhang; Yujun Cai; Shuicheng Yan; Jiashi Feng (NeurIPS, 2021)

Towards Understanding Why Lookahead Generalizes Better Than SGD and Beyond. - Pan Zhou 002; Hanshu Yan; Xiaotong Yuan; Jiashi Feng; Shuicheng Yan (NeurIPS, 2021)

Tokens-to-Token ViT: Training Vision Transformers from Scratch on ImageNet. - Li Yuan 007; Yunpeng Chen; Tao Wang 053; Weihao Yu 001; Yujun Shi; Francis E. H. Tay; Jiashi Feng; Shuicheng Yan (CoRR, 2021)

Arbitrary Virtual Try-On Network: Characteristics Preservation and Trade-off between Body and Clothing. - Yu Liu 030; Mingbo Zhao; Zhao Zhang 001; Haijun Zhang 002; Shuicheng Yan (CoRR, 2021)

Geometry-Guided Progressive NeRF for Generalizable and Efficient Neural Human Rendering. - Mingfei Chen; Jianfeng Zhang; Xiangyu Xu 002; Lijuan Liu; Jiashi Feng; Shuicheng Yan (CoRR, 2021)

TransZero++: Cross Attribute-Guided Transformer for Zero-Shot Learning. - Shiming Chen 002; Ziming Hong; Guo-Sen Xie; Jian Zhao 006; Hao Li 030; Xinge You; Shuicheng Yan; Ling Shao 001 (CoRR, 2021)

Dual-Constrained Deep Semi-Supervised Coupled Factorization Network with Enriched Prior. - Yan Zhang 053; Zhao Zhang 001; Yang Wang 023; Zheng Zhang 006; Li Zhang 004; Shuicheng Yan; Meng Wang 001 (Int. J. Comput. Vis., 2021)

A Survey on Concept Factorization: From Shallow to Deep Representation Learning. - Zhao Zhang 001; Yan Zhang 053; Mingliang Xu 001; Li Zhang 004; Yi Yang 001; Shuicheng Yan (Inf. Process. Manag., 2021)

Editorial: IMAVIS special issue on deep cross-media neural model for generating image descriptions. - Zhao Zhang 001; Sheng Li 001; Meng Wang 001; Shuicheng Yan (Image Vis. Comput., 2021)

Tensor Low-Rank Representation for Data Recovery and Clustering. - Pan Zhou 002; Canyi Lu; Jiashi Feng; Zhouchen Lin; Shuicheng Yan (IEEE Trans. Pattern Anal. Mach. Intell., 2021)

Faster First-Order Methods for Stochastic Non-Convex Optimization on Riemannian Manifolds. - Pan Zhou 002; Xiao-Tong Yuan; Shuicheng Yan; Jiashi Feng (IEEE Trans. Pattern Anal. Mach. Intell., 2021)

Heterogeneous Domain Adaptation via Covariance Structured Feature Translators. - Chuan-Xian Ren; Jiashi Feng; Dao-Qing Dai; Shuicheng Yan (IEEE Trans. Cybern., 2021)

DerainCycleGAN: Rain Attentive CycleGAN for Single Image Deraining and Rainmaking. - Yanyan Wei; Zhao Zhang 001; Yang Wang 023; Mingliang Xu 001; Yi Yang 001; Shuicheng Yan; Meng Wang 001 (IEEE Trans. Image Process., 2021)

Flexible Auto-Weighted Local-Coordinate Concept Factorization: A Robust Framework for Unsupervised Clustering. - Zhao Zhang 001; Yan Zhang 053; Sheng Li 001; Guangcan Liu; Dan Zeng 001; Shuicheng Yan; Meng Wang 001 (IEEE Trans. Knowl. Data Eng., 2021)

Learning Target-Domain-Specific Classifier for Partial Domain Adaptation. - Chuan-Xian Ren; Pengfei Ge; Pei-Yi Yang; Shuicheng Yan (IEEE Trans. Neural Networks Learn. Syst., 2021)

Scene Graph Generation With Hierarchical Context. - Guanghui Ren; Lejian Ren; Yue Liao; Si Liu 001; Bo Li 006; Jizhong Han; Shuicheng Yan (IEEE Trans. Neural Networks Learn. Syst., 2021)

Multi-human Parsing with a Graph-based Generative Adversarial Model. - Jianshu Li; Jian Zhao 006; Congyan Lang; Yidong Li; Yunchao Wei; Guodong Guo; Terence Sim; Shuicheng Yan; Jiashi Feng (ACM Trans. Multim. Comput. Commun. Appl., 2021)

DLRF-Net: A Progressive Deep Latent Low-Rank Fusion Network for Hierarchical Subspace Discovery. - Zhao Zhang 001; Jiahuan Ren; Haijun Zhang 002; Zheng Zhang 006; Guangcan Liu; Shuicheng Yan (ACM Trans. Multim. Comput. Commun. Appl., 2021)

MetaFormer is Actually What You Need for Vision. - Weihao Yu 001; Mi Luo; Pan Zhou 002; Chenyang Si; Yichen Zhou; Xinchao Wang; Jiashi Feng; Shuicheng Yan (CVPR, 2022)

Deep Color Consistent Network for Low-Light Image Enhancement. - Zhao Zhang 001; Huan Zheng; Richang Hong; Mingliang Xu 001; Shuicheng Yan; Meng Wang 001 (CVPR, 2022)

Improving Vision Transformers by Revisiting High-Frequency Components. - Jiawang Bai; Li Yuan 007; Shu-Tao Xia; Shuicheng Yan; Zhifeng Li 001; Wei Liu 005 (ECCV (24), 2022)

Geometry-Guided Progressive NeRF for Generalizable and Efficient Neural Human Rendering. - Mingfei Chen; Jianfeng Zhang; Xiangyu Xu 002; Lijuan Liu; Yujun Cai; Jiashi Feng; Shuicheng Yan (ECCV (23), 2022)

Self-Promoted Supervision for Few-Shot Transformer. - Bowen Dong; Pan Zhou 002; Shuicheng Yan; Wangmeng Zuo (ECCV (20), 2022)

DualFormer: Local-Global Stratified Transformer for Efficient Video Recognition. - Yuxuan Liang; Pan Zhou 002; Roger Zimmermann; Shuicheng Yan (ECCV (34), 2022)

Video Graph Transformer for Video Question Answering. - Junbin Xiao; Pan Zhou 002; Tat-Seng Chua; Shuicheng Yan (ECCV (36), 2022)

Towards Feature Distribution Alignment and Diversity Enhancement for Data-Free Quantization. - Yangcheng Gao; Zhao Zhang 001; Richang Hong; Haijun Zhang 002; Jicong Fan 001; Shuicheng Yan (ICDM, 2022)

Robustness and Accuracy Could Be Reconcilable by (Proper) Definition. - Tianyu Pang; Min Lin; Xiao Yang; Jun Zhu 001; Shuicheng Yan (ICML, 2022)

Robust Attention Deraining Network for Synchronous Rain Streaks and Raindrops Removal. - Yanyan Wei; Zhao Zhang 001; Mingliang Xu 001; Richang Hong; Jicong Fan 001; Shuicheng Yan (ACM Multimedia, 2022)

CRNet: Unsupervised Color Retention Network for Blind Motion Deblurring. - Suiyi Zhao; Zhao Zhang 001; Richang Hong; Mingliang Xu 001; Haijun Zhang 002; Meng Wang 001; Shuicheng Yan (ACM Multimedia, 2022)

Deep Multi-Resolution Mutual Learning for Image Inpainting. - Huan Zheng; Zhao Zhang 001; Haijun Zhang 002; Yi Yang 001; Shuicheng Yan; Meng Wang 001 (ACM Multimedia, 2022)

Inception Transformer. - Chenyang Si; Weihao Yu 001; Pan Zhou 002; Yichen Zhou; Xinchao Wang; Shuicheng Yan (NeurIPS, 2022)

EnvPool: A Highly Parallel Reinforcement Learning Environment Execution Engine. - Jiayi Weng; Min Lin; Shengyi Huang; Bo Liu 039; Denys Makoviichuk; Viktor Makoviychuk; Zichen Liu; Yufan Song; Ting Luo; Yukun Jiang; Zhongwen Xu; Shuicheng Yan (NeurIPS, 2022)

Towards Class Interpretable Vision Transformer with Multi-Class-Tokens. - Bowen Dong; Pan Zhou 002; Shuicheng Yan; Wangmeng Zuo (PRCV (3), 2022)

Modern Augmented Reality: Applications, Trends, and Future Directions. - Shervin Minaee; Xiaodan Liang; Shuicheng Yan (CoRR, 2022)

Mugs: A Multi-Granular Self-Supervised Learning Framework. - Pan Zhou 002; Yichen Zhou; Chenyang Si; Weihao Yu 001; Teck Khim Ng; Shuicheng Yan (CoRR, 2022)

ClusterQ: Semantic Feature Distribution Alignment for Data-Free Quantization. - Yangcheng Gao; Zhao Zhang 001; Richang Hong; Haijun Zhang 002; Jicong Fan 001; Shuicheng Yan; Meng Wang 001 (CoRR, 2022)

O(N2) Universal Antisymmetry in Fermionic Neural Networks. - Tianyu Pang; Shuicheng Yan; Min Lin (CoRR, 2022)

Seeing Through The Noisy Dark: Toward Real-world Low-Light Image Enhancement and Denoising. - Jiahuan Ren; Zhao Zhang 001; Richang Hong; Mingliang Xu 001; Yi Yang 001; Shuicheng Yan (CoRR, 2022)

AdaptivePose++: A Powerful Single-Stage Network for Multi-Person Pose Regression. - Yabo Xiao; Xiaojuan Wang; Dongdong Yu; Kai Su; Lei Jin 003; Mei Song; Shuicheng Yan; Jian Zhao 006 (CoRR, 2022)

Boosting Offline Reinforcement Learning via Data Rebalancing. - Yang Yue; Bingyi Kang; Xiao Ma 006; Zhongwen Xu; Gao Huang 001; Shuicheng Yan (CoRR, 2022)

RPM: Generalizable Behaviors for Multi-Agent Reinforcement Learning. - Wei Qiu 001; Xiao Ma 006; Bo An 001; Svetlana Obraztsova; Shuicheng Yan; Zhongwen Xu (CoRR, 2022)

Towards Sustainable Self-supervised Learning. - Shanghua Gao; Pan Zhou 002; Ming-Ming Cheng; Shuicheng Yan (CoRR, 2022)

NoiSER: Noise is All You Need for Low-Light Image Enhancement. - Zhao Zhang 001; Suiyi Zhao; Xiaojie Jin; Mingliang Xu 001; Yi Yang 001; Shuicheng Yan (CoRR, 2022)

Position-guided Text Prompt for Vision-Language Pre-training. - Alex Jinpeng Wang; Pan Zhou 002; Mike Zheng Shou; Shuicheng Yan (CoRR, 2022)

PSGAN++: Robust Detail-Preserving Makeup Transfer and Removal. - Si Liu 001; Wentao Jiang; Chen Gao 005; Ran He 001; Jiashi Feng; Bo Li 006; Shuicheng Yan (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Fine-Grained Human-Centric Tracklet Segmentation with Single Frame Supervision. - Si Liu 001; Guanghui Ren; Yao Sun 004; Jinqiao Wang; Changhu Wang; Bo Li 006; Shuicheng Yan (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Human-Centric Relation Segmentation: Dataset and Solution. - Si Liu 001; Zitian Wang; Yulu Gao; Lejian Ren; Yue Liao; Guanghui Ren; Bo Li 006; Shuicheng Yan (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Towards Age-Invariant Face Recognition. - Jian Zhao 006; Shuicheng Yan; Jiashi Feng (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

DRNet: Double Recalibration Network for Few-Shot Semantic Segmentation. - Guangyu Gao; Zhiyuan Fang; Cen Han; Yunchao Wei; Chi Harold Liu; Shuicheng Yan (IEEE Trans. Image Process., 2022)

Value-Consistent Representation Learning for Data-Efficient Reinforcement Learning. - Yang Yue; Bingyi Kang; Zhongwen Xu; Gao Huang 001; Shuicheng Yan (AAAI, 2023)

Position-Guided Text Prompt for Vision-Language Pre-Training. - Jinpeng Wang 001; Pan Zhou 002; Mike Zheng Shou; Shuicheng Yan (CVPR, 2023)

Exploring Incompatible Knowledge Transfer in Few-shot Image Generation. - Yunqing Zhao; Chao Du; Milad Abdollahzadeh; Tianyu Pang; Min Lin; Shuicheng Yan; Ngai-Man Cheung (CVPR, 2023)

Generative Table Pre-training Empowers Models for Tabular Prediction. - Tianping Zhang; Shaowen Wang 002; Shuicheng Yan; Li Jian; Qian Liu 012 (EMNLP, 2023)

Masked Diffusion Transformer is a Strong Image Synthesizer. - Shanghua Gao; Pan Zhou 002; Ming-Ming Cheng; Shuicheng Yan (ICCV, 2023)

STPrivacy: Spatio-Temporal Privacy-Preserving Action Recognition. - Ming Li 073; Xiangyu Xu 002; Hehe Fan; Pan Zhou 002; Jun Liu 036; Jia-Wei Liu; Jiahe Li 009; Jussi Keppo; Mike Zheng Shou; Shuicheng Yan (ICCV, 2023)

ICDAR 2023 Competition on Structured Text Extraction from Visually-Rich Document Images. - Wenwen Yu; Chengquan Zhang; Haoyu Cao 001; Wei Hua 005; Bohan Li; Huang Chen; Mingyu Liu; Mingrui Chen; Jianfeng Kuang; Mengjun Cheng; Yuning Du; Shikun Feng; et al. (ICDAR (2), 2023)

RPM: Generalizable Multi-Agent Policies for Multi-Agent Reinforcement Learning. - Wei Qiu 001; Xiao Ma 006; Bo An 001; Svetlana Obraztsova; Shuicheng Yan; Zhongwen Xu (ICLR, 2023)

Bag of Tricks for Unsupervised Text-to-Speech. - Yi Ren 006; Chen Zhang 020; Shuicheng Yan (ICLR, 2023)

LPT: Long-tailed Prompt Tuning for Image Classification. - Bowen Dong; Pan Zhou 002; Shuicheng Yan; Wangmeng Zuo (ICLR, 2023)

D4FT: A Deep Learning Approach to Kohn-Sham Density Functional Theory. - Tianbo Li; Min Lin; Zheyuan Hu 002; Kunhao Zheng; Giovanni Vignale; Kenji Kawaguchi; A. H. Castro Neto; Kostya S. Novoselov; Shuicheng Yan (ICLR, 2023)

Visual Imitation Learning with Patch Rewards. - Minghuan Liu; Tairan He; Weinan Zhang 001; Shuicheng Yan; Zhongwen Xu (ICLR, 2023)

Efficient Offline Policy Optimization with a Learned Model. - Zichen Liu; Siyi Li; Wee Sun Lee; Shuicheng Yan; Zhongwen Xu (ICLR, 2023)

Arbitrary Virtual Try-on Network: Characteristics Representation and Trade-off between Body and Clothing. - Yu Liu 030; Mingbo Zhao; Zhao Zhang 001; Jicong Fan 001; Yang Lou; Shuicheng Yan (ICLR, 2023)

Towards Understanding Why Mask Reconstruction Pretraining Helps in Downstream Tasks. - Jiachun Pan; Pan Zhou 002; Shuicheng Yan (ICLR, 2023)

Revisiting Intrinsic Reward for Exploration in Procedurally Generated Environments. - Kaixin Wang; Kuangqi Zhou; Bingyi Kang; Jiashi Feng; Shuicheng Yan (ICLR, 2023)

Distributional Meta-Gradient Reinforcement Learning. - Haiyan Yin; Shuicheng Yan; Zhongwen Xu (ICLR, 2023)

Win: Weight-Decay-Integrated Nesterov Acceleration for Adaptive Gradient Algorithms. - Pan Zhou 002; Xingyu Xie; Shuicheng Yan (ICLR, 2023)

Spikformer: When Spiking Neural Network Meets Transformer. - Zhaokun Zhou; Yuesheng Zhu; Chao He; Yaowei Wang 001; Shuicheng Yan; Yonghong Tian 001; Li Yuan 007 (ICLR, 2023)

Nonparametric Generative Modeling with Conditional Sliced-Wasserstein Flows. - Chao Du; Tianbo Li; Tianyu Pang; Shuicheng Yan; Min Lin (ICML, 2023)

Better Diffusion Models Further Improve Adversarial Training. - Zekai Wang; Tianyu Pang; Chao Du; Min Lin; Weiwei Liu 003; Shuicheng Yan (ICML, 2023)

Bag of Tricks for Training Data Extraction from Language Models. - Weichen Yu; Tianyu Pang; Qian Liu 012; Chao Du; Bingyi Kang; Yan Huang; Min Lin; Shuicheng Yan (ICML, 2023)

RRAM-PoolFormer: A Resistive Memristor-based PoolFormer Modeling and Training Framework for Edge-AI Applications. - Tiancheng Cao; Weihao Yu 001; Yuan Gao 011; Chen Liu 009; Shuicheng Yan; Wang Ling Goh (ISCAS, 2023)

EditAnything: Empowering Unparalleled Flexibility in Image Editing and Generation. - Shanghua Gao; Zhijie Lin 001; Xingyu Xie; Pan Zhou 002; Ming-Ming Cheng; Shuicheng Yan (ACM Multimedia, 2023)

DiffDance: Cascaded Human Motion Diffusion Model for Dance Generation. - Qiaosong Qi; Le Zhuo; Aixi Zhang; Yue Liao; Fei Fang 002; Si Liu 001; Shuicheng Yan (ACM Multimedia, 2023)

Decoupled Cross-Scale Cross-View Interaction for Stereo Image Enhancement in the Dark. - Huan Zheng; Zhao Zhang 001; Jicong Fan 001; Richang Hong; Yi Yang 001; Shuicheng Yan (ACM Multimedia, 2023)

Mutual Information Regularized Offline Reinforcement Learning. - Xiao Ma 006; Bingyi Kang; Zhongwen Xu; Min Lin; Shuicheng Yan (NeurIPS, 2023)

Gaussian Mixture Solvers for Diffusion Models. - Hanzhong Guo; Cheng Lu 011; Fan Bao; Tianyu Pang; Shuicheng Yan; Chao Du; Chongxuan Li (NeurIPS, 2023)

ScaleLong: Towards More Stable Training of Diffusion Model via Scaling Network Long Skip Connection. - Zhongzhan Huang; Pan Zhou 002; Shuicheng Yan; Liang Lin (NeurIPS, 2023)

Efficient Diffusion Policies For Offline Reinforcement Learning. - Bingyi Kang; Xiao Ma 006; Chao Du; Tianyu Pang; Shuicheng Yan (NeurIPS, 2023)

On Calibrating Diffusion Probabilistic Models. - Tianyu Pang; Cheng Lu 011; Chao Du; Min Lin; Shuicheng Yan; Zhijie Deng (NeurIPS, 2023)

Does Federated Learning Really Need Backpropagation? - Haozhe Feng; Tianyu Pang; Chao Du; Wei Chen 001; Shuicheng Yan; Min Lin (CoRR, 2023)

CoSDA: Continual Source-Free Domain Adaptation. - Haozhe Feng; Zhaorui Yang; Hesun Chen; Tianyu Pang; Chao Du; Minfeng Zhu 001; Wei Chen 001; Shuicheng Yan (CoRR, 2023)

A Review of Deep Learning for Video Captioning. - Moloud Abdar; Meenakshi Kollati; Swaraja Kuraparthi; Farhad Pourpanah; Daniel McDuff; Mohammad Ghavamzadeh; Shuicheng Yan; Abduallah Mohamed; Abbas Khosravi; Erik Cambria; Fatih Porikli (CoRR, 2023)

Generative Table Pre-training Empowers Models for Tabular Prediction. - Tianping Zhang; Shaowen Wang 002; Shuicheng Yan; Jian Li; Qian Liu 012 (CoRR, 2023)

Improving and Benchmarking Offline Reinforcement Learning Algorithms. - Bingyi Kang; Xiao Ma 006; Yirui Wang 008; Yang Yue; Shuicheng Yan (CoRR, 2023)

Efficient Multi-Grained Knowledge Reuse for Class Incremental Segmentation. - Zhihe Lu; Shuicheng Yan; Xinchao Wang (CoRR, 2023)

Offline Prioritized Experience Replay. - Yang Yue; Bingyi Kang; Xiao Ma 006; Gao Huang 001; Shiji Song; Shuicheng Yan (CoRR, 2023)

SimTeG: A Frustratingly Simple Approach Improves Textual Graph Learning. - Keyu Duan; Qian Liu 012; Tat-Seng Chua; Shuicheng Yan; Wei Tsang Ooi; Qizhe Xie; Junxian He (CoRR, 2023)

Heterogenous Memory Augmented Neural Networks. - Zihan Qiu; Zhen Liu; Shuicheng Yan; Shanghang Zhang; Jie Fu 001 (CoRR, 2023)

Skywork: A More Open Bilingual Foundation Model. - Tianwen Wei; Liang Zhao; Lichang Zhang; Bo Zhu; Lijie Wang; Haihua Yang; Biye Li; Cheng Cheng; Weiwei Lü; Rui Hu; Chenxia Li; Liu Yang; et al. (CoRR, 2023)

Clarity ChatGPT: An Interactive and Adaptive Processing System for Image Restoration and Enhancement. - Yanyan Wei; Zhao Zhang 001; Jiahuan Ren; Xiaogang Xu 002; Richang Hong; Yi Yang 001; Shuicheng Yan; Meng Wang 001 (CoRR, 2023)

Vision Permutator: A Permutable MLP-Like Architecture for Visual Recognition. - Qibin Hou; Zihang Jiang; Li Yuan 007; Ming-Ming Cheng; Shuicheng Yan; Jiashi Feng (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Toward Intelligent Design: An AI-Based Fashion Designer Using Generative Adversarial Networks Aided by Sketch and Rendering Generators. - Han Yan; Haijun Zhang 002; Linlin Liu; Dongliang Zhou; Xiaofei Xu; Zhao Zhang 001; Shuicheng Yan (IEEE Trans. Multim., 2023)

VOLO: Vision Outlooker for Visual Recognition. - Li Yuan 007; Qibin Hou; Zihang Jiang; Jiashi Feng; Shuicheng Yan (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Deep Long-Tailed Learning: A Survey. - Yifan Zhang 004; Bingyi Kang; Bryan Hooi; Shuicheng Yan; Jiashi Feng (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

TransZero++: Cross Attribute-Guided Transformer for Zero-Shot Learning. - Shiming Chen 002; Ziming Hong; Wenjin Hou; Guo-Sen Xie; Yibing Song; Jian Zhao 006; Xinge You; Shuicheng Yan; Ling Shao 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

MADAv2: Advanced Multi-Anchor Based Active Domain Adaptation Segmentation. - Munan Ning; Donghuan Lu; Yujia Xie; Dongdong Chen 001; Dong Wei 004; Yefeng Zheng 001; Yonghong Tian 001; Shuicheng Yan; Li Yuan 007 (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Contrastive Video Question Answering via Video Graph Transformer. - Junbin Xiao; Pan Zhou 002; Angela Yao; Yicong Li 004; Richang Hong; Shuicheng Yan; Tat-Seng Chua (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Data-Driven single image deraining: A Comprehensive review and new perspectives. - Zhao Zhang 001; Yanyan Wei; Haijun Zhang 002; Yi Yang 001; Shuicheng Yan; Meng Wang 001 (Pattern Recognit., 2023)

Towards Garment Sewing Pattern Reconstruction from a Single Image. - Lijuan Liu; Xiangyu Xu 002; Zhijie Lin 001; Jiabin Liang; Shuicheng Yan (ACM Trans. Graph., 2023)

InceptionNeXt: When Inception Meets ConvNeXt. - Weihao Yu 001; Pan Zhou 002; Shuicheng Yan; Xinchao Wang (CVPR, 2024)

BAFFLE: A Baseline of Backpropagation-Free Federated Learning. - Haozhe Feng; Tianyu Pang; Chao Du; Wei Chen 001; Shuicheng Yan; Min Lin (ECCV (75), 2024)

Region-Native Visual Tokenization. - Meng Wang 001; Yuyao Huang; Henghui Ding; Xinlong Wang; Tiejun Huang 001; Yao Zhao 001; Yunchao Wei; Shuicheng Yan (ECCV (74), 2024)

Improving Video Segmentation via Dynamic Anchor Queries. - Yikang Zhou; Tao Zhang 042; Shunping Ji; Shuicheng Yan; Xiangtai Li (ECCV (50), 2024)

LLMs-as-Instructors: Learning from Errors Toward Automating Model Improvement. - Jiahao Ying; Mingbao Lin; Yixin Cao 002; Wei Tang 015; Bo Wang; Qianru Sun; Xuanjing Huang 001; Shuicheng Yan (EMNLP (Findings), 2024)

Non-confusing Generation of Customized Concepts in Diffusion Models. - Wang Lin; Jingyuan Chen; Jiaxin Shi; Yichen Zhu; Chen Liang; Junzhong Miao; Tao Jin 004; Zhou Zhao 001; Fei Wu 001; Shuicheng Yan; Hanwang Zhang (ICML, 2024)

Auto-Encoding Morph-Tokens for Multimodal LLM. - Kaihang Pan; Siliang Tang; Juncheng Li 006; Zhaoyu Fan; Wei Chow; Shuicheng Yan; Tat-Seng Chua; Yueting Zhuang; Hanwang Zhang (ICML, 2024)

Reinforcement Learning from Diverse Human Preferences. - Wanqi Xue; Bo An 001; Shuicheng Yan; Zhongwen Xu (IJCAI, 2024)

From Multimodal LLM to Human-level AI: Modality, Instruction, Reasoning and Beyond. - Hao Fei 001; Xiangtai Li; Haotian Liu; Fuxiao Liu; Zhuosheng Zhang 001; Hanwang Zhang; Shuicheng Yan (ACM Multimedia, 2024)

Generative AI in Multimedia: Challenges and Opportunities for Academic and Industrial Impact. - Zi Helen Huang; Phoebe Chen; Shuicheng Yan (ACM Multimedia, 2024)

DGMamba: Domain Generalization via Generalized State Space Model. - Shaocong Long; Qianyu Zhou 001; Xiangtai Li; Xuequan Lu; Chenhao Ying 001; Yuan Luo 003; Lizhuang Ma; Shuicheng Yan (ACM Multimedia, 2024)

Vitron: A Unified Pixel-level Vision LLM for Understanding, Generating, Segmenting, Editing. - Hao Fei 001; Shengqiong Wu; Hanwang Zhang; Tat-Seng Chua; Shuicheng Yan (NeurIPS, 2024)

Action Imitation in Common Action Space for Customized Action Image Synthesis. - Wang Lin; Jingyuan Chen; Jiaxin Shi; Zirun Guo; Yichen Zhu; Zehan Wang 001; Tao Jin 004; Zhou Zhao 001; Fei Wu 001; Shuicheng Yan; Hanwang Zhang (NeurIPS, 2024)

MVGamba: Unify 3D Content Generation as State Space Sequence Modeling. - Xuanyu Yi; Zike Wu; Qiuhong Shen; Qingshan Xu 001; Pan Zhou 002; Joo-Hwee Lim; Shuicheng Yan; Xinchao Wang; Hanwang Zhang (NeurIPS, 2024)

Automating Dataset Updates Towards Reliable and Timely Evaluation of Large Language Models. - Jiahao Ying; Yixin Cao 002; Yushi Bai; Qianru Sun; Bo Wang; Wei Tang 015; Zhaojun Ding; Yizhe Yang; Xuanjing Huang 001; Shuicheng Yan (NeurIPS, 2024)

OMG-LLaVA: Bridging Image-level, Object-level, Pixel-level Reasoning and Understanding. - Tao Zhang 042; Xiangtai Li; Hao Fei 001; Haobo Yuan; Shengqiong Wu; Shunping Ji; Chen Change Loy; Shuicheng Yan (NeurIPS, 2024)

Learning to Optimize for Reinforcement Learning. - Qingfeng Lan; A. Rupam Mahmood; Shuicheng Yan; Zhongwen Xu (RLJ, 2024)

Spikformer V2: Join the High Accuracy Club on ImageNet with an SNN Ticket. - Zhaokun Zhou; Kaiwei Che; Wei Fang 006; Keyu Tian; Yuesheng Zhu; Shuicheng Yan; Yonghong Tian 001; Li Yuan 007 (CoRR, 2024)

See the Unseen: Better Context-Consistent Knowledge-Editing by Noises. - Youcheng Huang; Wenqiang Lei; Zheng Zhang 006; Jiancheng Lv 001; Shuicheng Yan (CoRR, 2024)

Have Seen Me Before? Automating Dataset Updates Towards Reliable and Timely Evaluation. - Jiahao Ying; Yixin Cao 002; Bo Wang 134; Wei Tang 015; Yizhe Yang; Shuicheng Yan (CoRR, 2024)

Point Cloud Mamba: Point Cloud Learning via State Space Model. - Tao Zhang 042; Xiangtai Li; Haobo Yuan; Shunping Ji; Shuicheng Yan (CoRR, 2024)

Data Augmentation in Human-Centric Vision. - Wentao Jiang; Yige Zhang; Shaozhong Zheng; Si Liu 001; Shuicheng Yan (CoRR, 2024)

Gamba: Marry Gaussian Splatting with Mamba for single view 3D reconstruction. - Qiuhong Shen; Xuanyu Yi; Zike Wu; Pan Zhou 002; Hanwang Zhang; Shuicheng Yan; Xinchao Wang (CoRR, 2024)

DVIS-DAQ: Improving Video Segmentation via Dynamic Anchor Queries. - Yikang Zhou; Tao Zhang 042; Shunping Ji; Shuicheng Yan; Xiangtai Li (CoRR, 2024)

EditWorld: Simulating World Dynamics for Instruction-Following Image Editing. - Ling Yang 006; Bohan Zeng; Jiaming Liu; Hong Li 016; Minghao Xu; Wentao Zhang 001; Shuicheng Yan (CoRR, 2024)

LongSkywork: A Training Recipe for Efficiently Extending Context Length in Large Language Models. - Liang Zhao; Tianwen Wei; Liang Zeng; Cheng Cheng; Liu Yang; Peng Cheng; Lijie Wang; Chenxia Li; Xuejie Wu; Bo Zhu; Yimeng Gan; Rui Hu; et al. (CoRR, 2024)

Skywork-MoE: A Deep Dive into Training Techniques for Mixture-of-Experts Language Models. - Tianwen Wei; Bo Zhu; Liang Zhao; Cheng Cheng; Biye Li; Weiwei Lü; Peng Cheng; Jianhao Zhang; Xiaoyu Zhang; Liang Zeng; Xiaokun Wang; Yutuan Ma; et al. (CoRR, 2024)

Q*: Improving Multi-step Reasoning for LLMs with Deliberative Planning. - Chaojie Wang 001; Yanchen Deng; Zhiyi Lv; Zeng Liang; Jujie He; Shuicheng Yan; Bo An 001 (CoRR, 2024)

Mamba or RWKV: Exploring High-Quality and High-Efficiency Segment Anything Model. - Haobo Yuan; Xiangtai Li; Lu Qi; Tao Zhang 042; Ming-Hsuan Yang 001; Shuicheng Yan; Chen Change Loy (CoRR, 2024)

LLMs-as-Instructors: Learning from Errors Toward Automating Model Improvement. - Jiahao Ying; Mingbao Lin; Yixin Cao 006; Wei Tang 015; Bo Wang; Qianru Sun; Xuanjing Huang 001; Shuicheng Yan (CoRR, 2024)

Skywork-Math: Data Scaling Laws for Mathematical Reasoning in Large Language Models - The Story Goes On. - Liang Zeng; Liangjun Zhong; Liang Zhao; Tianwen Wei; Liu Yang; Jujie He; Cheng Cheng; Rui Hu; Yang Liu 084; Shuicheng Yan; Han Fang; Yahui Zhou (CoRR, 2024)

EasyInv: Toward Fast and Better DDIM Inversion. - Ziyue Zhang; Mingbao Lin; Shuicheng Yan; Rongrong Ji (CoRR, 2024)

Optimization Hyper-parameter Laws for Large Language Models. - Xingyu Xie; Kuangyu Ding; Shuicheng Yan; Kim-Chuan Toh; Tianwen Wei (CoRR, 2024)

SuperCorrect: Supervising and Correcting Language Models with Error-Driven Insights. - Ling Yang 006; Zhaochen Yu; Tianjun Zhang; Minkai Xu; Joseph E. Gonzalez; Bin Cui 001; Shuicheng Yan (CoRR, 2024)

MoH: Multi-Head Attention as Mixture-of-Head Attention. - Peng Jin 001; Bo Zhu; Li Yuan 007; Shuicheng Yan (CoRR, 2024)

MEGA: Memory-Efficient 4D Gaussian Splatting for Dynamic Scenes. - Xinjie Zhang; Zhening Liu 001; Yifan Zhang 004; Xingtong Ge; Dailan He; Tongda Xu; Yan Wang 105; Zehong Lin; Shuicheng Yan; Jun Zhang 004 (CoRR, 2024)

Skywork-Reward: Bag of Tricks for Reward Modeling in LLMs. - Chris Yuhao Liu; Liang Zeng; Jiacai Liu; Rui Yan; Jujie He; Chaojie Wang 001; Shuicheng Yan; Yang Liu 084; Yahui Zhou (CoRR, 2024)

Two are better than one: Context window extension with multi-grained self-injection. - Wei Han 002; Pan Zhou 002; Soujanya Poria; Shuicheng Yan (CoRR, 2024)

UniVST: A Unified Framework for Training-free Localized Video Style Transfer. - Quanjian Song; Mingbao Lin; Wengyi Zhan; Shuicheng Yan; Liujuan Cao (CoRR, 2024)

HumanEdit: A High-Quality Human-Rewarded Dataset for Instruction-based Image Editing. - Jinbin Bai; Wei Chow; Ling Yang 006; Xiangtai Li; Juncheng Li 006; Hanwang Zhang; Shuicheng Yan (CoRR, 2024)

MEMO: Memory-Guided Diffusion for Expressive Talking Video Generation. - Longtao Zheng; Yifan Zhang 004; Hanzhong Guo; Jiachun Pan; Zhenxiong Tan; Jiahao Lu; Chuanxin Tang; Bo An 001; Shuicheng Yan (CoRR, 2024)

DiffusionTrend: A Minimalist Approach to Virtual Fashion Try-On. - Wengyi Zhan; Mingbao Lin; Shuicheng Yan; Rongrong Ji (CoRR, 2024)

Multi-Agent Sampling: Scaling Inference Compute for Data Synthesis with Tree Search-Based Agentic Collaboration. - Hai Ye; Mingbao Lin; Hwee Tou Ng; Shuicheng Yan (CoRR, 2024)

Hierarchical Banzhaf Interaction for General Video-Language Representation Learning. - Peng Jin 001; Hao Li 030; Li Yuan 007; Shuicheng Yan; Jie Chen 001 (CoRR, 2024)

Win: Weight-Decay-Integrated Nesterov Acceleration for Faster Network Training. - Pan Zhou 002; Xingyu Xie; Zhouchen Lin; Kim-Chuan Toh; Shuicheng Yan (J. Mach. Learn. Res., 2024)

UniParser: Multi-Human Parsing With Unified Correlation Representation Learning. - Jiaming Chu; Lei Jin 003; Yinglei Teng; Jianshu Li; Yunchao Wei; Zheng Wang 007; Junliang Xing; Shuicheng Yan; Jian Zhao 006 (IEEE Trans. Image Process., 2024)

Rethinking the Person Localization for Single-Stage Multi-Person Pose Estimation. - Lei Jin 003; Xiaojuan Wang; Xuecheng Nie; Wendong Wang 003; Yandong Guo; Shuicheng Yan; Jian Zhao 006 (IEEE Trans. Multim., 2024)

SDMuse: Stochastic Differential Music Editing and Generation via Hybrid Representation. - Chen Zhang 020; Yi Ren 006; Kejun Zhang; Shuicheng Yan (IEEE Trans. Multim., 2024)

MetaFormer Baselines for Vision. - Weihao Yu 001; Chenyang Si; Pan Zhou 002; Mi Luo; Yichen Zhou; Jiashi Feng; Shuicheng Yan; Xinchao Wang (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

FRC-Net: A Simple Yet Effective Architecture for Low-Light Image Enhancement. - Zhao Zhang 001; Huan Zheng; Richang Hong; Jicong Fan 001; Yi Yang 001; Shuicheng Yan (IEEE Trans. Consumer Electron., 2024)

On the Equivalence of Linear Discriminant Analysis and Least Squares Regression. - Feiping Nie 001; Hong Chen 015; Shiming Xiang; Changshui Zhang; Shuicheng Yan; Xuelong Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Learning to Synthesize Compatible Fashion Items Using Semantic Alignment and Collocation Classification: An Outfit Generation Framework. - Dongliang Zhou; Haijun Zhang 002; Kai Yang 018; Linlin Liu; Han Yan; Xiaofei Xu; Zhao Zhang 001; Shuicheng Yan (IEEE Trans. Neural Networks Learn. Syst., 2024)

Enhancing Visual Grounding in Vision-Language Pre-Training With Position-Guided Text Prompts. - Alex Jinpeng Wang; Pan Zhou 002; Mike Zheng Shou; Shuicheng Yan (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

SMPLer: Taming Transformers for Monocular 3D Human Shape and Pose Estimation. - Xiangyu Xu 002; Lijuan Liu; Shuicheng Yan (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Arbitrary Virtual Try-on Network: Characteristics Preservation and Tradeoff between Body and Clothing. - Yu Liu 030; Mingbo Zhao; Zhao Zhang 001; Yuping Liu; Shuicheng Yan (ACM Trans. Multim. Comput. Commun. Appl., 2024)

Towards Understanding Convergence and Generalization of AdamW. - Pan Zhou 002; Xingyu Xie; Zhouchen Lin; Shuicheng Yan (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Instant3D: Instant Text-to-3D Generation. - Ming Li 073; Pan Zhou 002; Jia-Wei Liu; Jussi Keppo; Min Lin; Shuicheng Yan; Xiangyu Xu 002 (Int. J. Comput. Vis., 2024)

Enhancing Video-Language Representations With Structural Spatio-Temporal Alignment. - Hao Fei 001; Shengqiong Wu; Meishan Zhang; Min Zhang 005; Tat-Seng Chua; Shuicheng Yan (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Adan: Adaptive Nesterov Momentum Algorithm for Faster Optimizing Deep Models. - Xingyu Xie; Pan Zhou 002; Huan Li 007; Zhouchen Lin; Shuicheng Yan (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Reason3D: Searching and Reasoning 3D Segmentation via Large Language Model. - Kuan-Chih Huang; Xiangtai Li; Lu Qi; Shuicheng Yan; Ming-Hsuan Yang 001 (3DV, 2025)

Explore In-Context Segmentation via Latent Diffusion Models. - Chaoyang Wang 003; Xiangtai Li; Henghui Ding; Lu Qi; Jiangning Zhang; Yunhai Tong; Chen Change Loy; Shuicheng Yan (AAAI, 2025)

Combating Multimodal LLM Hallucination via Bottom-Up Holistic Reasoning. - Shengqiong Wu; Hao Fei 001; Liangming Pan; William Yang Wang; Shuicheng Yan; Tat-Seng Chua (AAAI, 2025)

PointDGMamba: Domain Generalization of Point Cloud Classification via Generalized State Space Model. - Hao Yang; Qianyu Zhou 001; Haijia Sun; Xiangtai Li; Fengqi Liu; Xuequan Lu; Lizhuang Ma; Shuicheng Yan (AAAI, 2025)

Point Cloud Mamba: Point Cloud Learning via State Space Model. - Tao Zhang 042; Haobo Yuan; Lu Qi; Jiangning Zhang; Qianyu Zhou 001; Shunping Ji; Shuicheng Yan; Xiangtai Li (AAAI, 2025)

Removing Prompt-template Bias in Reinforcement Learning from Human Feedback. - Chaojie Wang 001; Haonan Shi; Long Tian; Bo An 001; Shuicheng Yan (ACL (Findings), 2025)

Masks Can be Learned as an Alternative to Experts. - Peiyu Liu; Tianwen Wei; Bo Zhu; Xin Zhao; Shuicheng Yan (ACL (1), 2025)

MoE++: Accelerating Mixture-of-Experts Methods with Zero-Computation Experts. - Peng Jin 001; Bo Zhu; Li Yuan 007; Shuicheng Yan (ICLR, 2025)

SuperCorrect: Advancing Small LLM Reasoning with Thought Template Distillation and Self-Correction. - Ling Yang 006; Zhaochen Yu; Tianjun Zhang; Minkai Xu; Joseph E. Gonzalez; Bin Cui 001; Shuicheng Yan (ICLR, 2025)

Meissonic: Revitalizing Masked Generative Transformers for Efficient High-Resolution Text-to-Image Synthesis. - Jinbin Bai; Tian Ye 001; Wei Chow; Enxin Song; Qing-Guo Chen; Xiangtai Li; Zhen Dong 003; Lei Zhu 003; Shuicheng Yan (ICLR, 2025)

Poison-splat: Computation Cost Attack on 3D Gaussian Splatting. - Jiahao Lu; Yifan Zhang 004; Qiuhong Shen; Xinchao Wang; Shuicheng Yan (ICLR, 2025)

Towards Semantic Equivalence of Tokenization in Multimodal LLM. - Shengqiong Wu; Hao Fei 001; Xiangtai Li; Jiayi Ji; Hanwang Zhang; Tat-Seng Chua; Shuicheng Yan (ICLR, 2025)

Policy Optimization under Imperfect Human Interactions with Agent-Gated Shared Autonomy. - Zhenghai Xue; Bo An 001; Shuicheng Yan (ICLR, 2025)

IPDreamer: Appearance-Controllable 3D Object Generation with Complex Image Prompts. - Bohan Zeng; Shanglin Li; Yutang Feng; Ling Yang 006; Juan Zhang; Hong Li 016; Jiaming Liu; Conghui He; Wentao Zhang 001; Jianzhuang Liu; Baochang Zhang 001; Shuicheng Yan (ICLR, 2025)

AgentStudio: A Toolkit for Building General Virtual Agents. - Longtao Zheng; Zhiyuan Huang; Zhenghai Xue; Xinrun Wang; Bo An 001; Shuicheng Yan (ICLR, 2025)

Correction: Instant3D: Instant Text-to-3D Generation. - Ming Li 073; Pan Zhou 002; Jia-Wei Liu; Jussi Keppo; Min Lin; Shuicheng Yan; Xiangyu Xu 002 (Int. J. Comput. Vis., 2025)

Seeing World Dynamics in a Nutshell. - Qiuhong Shen; Xuanyu Yi; Mingbao Lin; Hanwang Zhang; Shuicheng Yan; Xinchao Wang (CoRR, 2025)

Noise Self-Regression: A New Learning Paradigm to Enhance Low-Light Images Without Task-Related Data. - Zhao Zhang 001; Suiyi Zhao; Xiaojie Jin; Mingliang Xu 001; Yi Yang 001; Shuicheng Yan; Meng Wang 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

Edge PoolFormer: Modeling and Training of PoolFormer Network on RRAM Crossbar for Edge-AI Applications. - Tiancheng Cao; Weihao Yu 001; Yuan Gao 011; Chen Liu 009; Tantan Zhang; Shuicheng Yan; Wang Ling Goh (IEEE Trans. Very Large Scale Integr. Syst., 2025)

Audio-Reasoner: Improving Reasoning Capability in Large Audio Language Models. - Zhifei Xie; Mingbao Lin; Zihang Liu; Pengcheng Wu; Shuicheng Yan; Chunyan Miao (CoRR, 2025)

Policy Regularization on Globally Accessible States in Cross-Dynamics Reinforcement Learning. - Zhenghai Xue; Lang Feng 002; Jiacheng Xu; Kang Kang; Xiang Wen; Bo An 001; Shuicheng Yan (CoRR, 2025)

Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey. - Yaoting Wang; Shengqiong Wu; Yuecheng Zhang; Shuicheng Yan; Ziwei Liu; Jiebo Luo 001; Hao Fei 001 (CoRR, 2025)

WideRange4D: Enabling High-Quality 4D Reconstruction with Wide-Range Movements and Scenes. - Ling Yang 006; Kaixin Zhu; Juanxi Tian; Bohan Zeng; Mingbao Lin; Hongjuan Pei; Wentao Zhang 001; Shuicheng Yan (CoRR, 2025)

Any2Caption:Interpreting Any Condition to Caption for Controllable Video Generation. - Shengqiong Wu; Weicai Ye; Jiahao Wang; Quande Liu; Xintao Wang 002; Pengfei Wan 001; Di Zhang; Kun Gai; Shuicheng Yan; Hao Fei 001; Tat-Seng Chua (CoRR, 2025)

Hierarchical Banzhaf Interaction for General Video-Language Representation Learning. - Peng Jin 001; Hao Li 073; Li Yuan 007; Shuicheng Yan; Jie Chen 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

A Comprehensive Survey in LLM(-Agent) Full Stack Safety: Data, Training and Deployment. - Kun Wang 056; Guibin Zhang; Zhenhong Zhou; Jiahao Wu; Miao Yu; Shiqian Zhao; Chenlong Yin; Jinhu Fu; Yibo Yan; Hanjun Luo; Liang Lin; Zhihao Xu; et al. (CoRR, 2025)

Guiding VLM Agents with Process Rewards at Inference Time for GUI Navigation. - Zhiyuan Hu; Shiyun Xiong; Yifan Zhang 004; See-Kiong Ng; Anh Tuan Luu; Bo An 001; Shuicheng Yan; Bryan Hooi (CoRR, 2025)

On Path to Multimodal Generalist: General-Level and General-Bench. - Hao Fei 001; Yuan Zhou 016; Juncheng Li 006; Xiangtai Li; Qingshan Xu 001; Bobo Li; Shengqiong Wu; Yaoting Wang; Junbao Zhou; Jiahao Meng; Qingyu Shi; Zhiyuan Zhou; et al. (CoRR, 2025)

Muddit: Liberating Generation Beyond Text-to-Image with a Unified Discrete Diffusion Model. - Qingyu Shi; Jinbin Bai; Zhuoran Zhao; Wenhao Chai; Kaidong Yu; Jianzong Wu; Shuangyong Song; Yunhai Tong; Xiangtai Li; Xuelong Li 001; Shuicheng Yan (CoRR, 2025)

Reinforcement Learning Tuning for VideoLLMs: Reward Design and Data Efficiency. - Hongyu Li; Songhao Han; Yue Liao; Junfeng Luo; Jialin Gao; Shuicheng Yan; Si Liu 001 (CoRR, 2025)

VPI-Bench: Visual Prompt Injection Attacks for Computer-Use Agents. - Tri Cao; Bennett Lim; Yue Liu 008; Yuan Sui; Yuexin Li; Shumin Deng; Lin Lu; Nay Oo; Shuicheng Yan; Bryan Hooi (CoRR, 2025)

RoboCerebra: A Large-scale Benchmark for Long-horizon Robotic Manipulation Evaluation. - Songhao Han; Boxiang Qiu; Yue Liao; Siyuan Huang 004; Chen Gao 005; Shuicheng Yan; Si Liu 001 (CoRR, 2025)

G-Memory: Tracing Hierarchical Memory for Multi-Agent Systems. - Guibin Zhang; Muxin Fu; Guancheng Wan; Miao Yu; Kun Wang 056; Shuicheng Yan (CoRR, 2025)

JarvisArt: Liberating Human Artistic Creativity via an Intelligent Photo Retouching Agent. - Yunlong Lin; Zixu Lin; Kunjie Lin; Jinbin Bai; Panwang Pan; Chenxin Li; Haoyu Chen 003; Zhongdao Wang; Xinghao Ding; Wenbo Li 002; Shuicheng Yan (CoRR, 2025)

SelectQ: Calibration Data Selection for Post-training Quantization. - Zhao Zhang 001; Yangcheng Gao; Jicong Fan 001; Zhongqiu Zhao; Yi Yang 001; Shuicheng Yan (Mach. Intell. Res., 2025)

Decoupled Prioritized Resampling for Offline RL. - Yang Yue; Bingyi Kang; Xiao Ma 006; Qisen Yang; Gao Huang 001; Shiji Song; Shuicheng Yan (IEEE Trans. Neural Networks Learn. Syst., 2025)

Beyond Isolated Words: Diffusion Brush for Handwritten Text-Line Generation. - Gang Dai 002; Yifan Zhang 004; Yutao Qin; Qiangya Guo; Shuangping Huang; Shuicheng Yan (CoRR, 2025)

Visual Document Understanding and Question Answering: A Multi-Agent Collaboration Framework with Test-Time Scaling. - Xinlei Yu; Zhangquan Chen; Yudong Zhang; Shilin Lu; Ruolin Shen; Jiangning Zhang; Xiaobin Hu; Yanwei Fu 001; Shuicheng Yan (CoRR, 2025)

Genie Envisioner: A Unified World Foundation Platform for Robotic Manipulation. - Yue Liao; Pengfei Zhou; Siyuan Huang 004; Donglin Yang; Shengcong Chen; Yuxin Jiang; Hu Yue; Jingbin Cai; Si Liu 001; Jianlan Luo; Liliang Chen; Shuicheng Yan; et al. (CoRR, 2025)

Never Compromise to Vulnerabilities: A Comprehensive Survey on AI Governance. - Yuchu Jiang; Jian Zhao; Yuchen Yuan; Tianle Zhang; Yao Huang; Yanghao Zhang; Yan Wang; Yanshu Li; Xizhong Guo; Yusheng Zhao; Jun Zhang; Zhi Zhang; et al. (CoRR, 2025)

Mini-Omni-Reasoner: Token-Level Thinking-in-Speaking in Large Speech Models. - Zhifei Xie; Ziyang Ma; Zihang Liu; Kaiyu Pang; Hongyu Li; Jialin Zhang; Yue Liao; Deheng Ye; Chunyan Miao; Shuicheng Yan (CoRR, 2025)