Learning Distance Metrics with Contextual Constraints for Image Retrieval. - Steven C. H. Hoi; Wei Liu 005; Michael R. Lyu; Wei-Ying Ma (CVPR (2), 2006)

Bayesian Tensor Inference for Sketch-Based Facial Photo Hallucination. - Wei Liu 005; Xiaoou Tang; Jianzhuang Liu (IJCAI, 2007)

MQSearch: image search by multi-class query. - Yiwen Luo; Wei Liu 005; Jianzhuang Liu; Xiaoou Tang (CHI, 2008)

Relevance aggregation projections for image retrieval. - Wei Liu 005; Wei Jiang 001; Shih-Fu Chang (CIVR, 2008)

Semi-supervised distance metric learning for Collaborative Image Retrieval. - Steven C. H. Hoi; Wei Liu 005; Shih-Fu Chang (CVPR, 2008)

Output Regularized Metric Learning with Side Information. - Wei Liu 005; Steven C. H. Hoi; Jianzhuang Liu (ECCV (3), 2008)

Transductive Component Analysis. - Wei Liu 005; Dacheng Tao; Jianzhuang Liu (ICDM, 2008)

Robust multi-class transductive learning with graphs. - Wei Liu 005; Shih-Fu Chang (CVPR, 2009)

Spectral Kernel Learning for Semi-Supervised Classification. - Wei Liu 005; Buyue Qian; Jingyu Cui; Jianzhuang Liu (IJCAI, 2009)

Constrained Metric Learning Via Distance Gap Maximization. - Wei Liu 005; Xinmei Tian 001; Dacheng Tao; Jianzhuang Liu (AAAI, 2010)

Ontology-based knowledge acquisition for neuromotor functional recovery in stroke. - Christopher Townsend; Jingshan Huang; Dejing Dou; Haishan Liu; Lei He 007; Patrick J. Hayes; Robert Rudnick; Hardik Shah; Dennis Fell; Wei Liu 005 (BIBM Workshops, 2010)

NeuMORE: Ontology in stroke recovery. - Christopher Townsend; Jingshan Huang; Dejing Dou; Haishan Liu; Lei He 007; Patrick J. Hayes; Robert Rudnick; Hardik Shah; Dennis Fell; Wei Liu 005 (BIBM Workshops, 2010)

Large Graph Construction for Scalable Semi-Supervised Learning. - Wei Liu 005; Junfeng He; Shih-Fu Chang (ICML, 2010)

Scalable similarity search with optimized kernel hashing. - Junfeng He; Wei Liu 005; Shih-Fu Chang (KDD, 2010)

Semi-supervised sparse metric learning using alternating linearization optimization. - Wei Liu 005; Shiqian Ma; Dacheng Tao; Jianzhuang Liu; Peng Liu (KDD, 2010)

Semi-supervised distance metric learning for collaborative image retrieval and clustering. - Steven C. H. Hoi; Wei Liu 005; Shih-Fu Chang (ACM Trans. Multim. Comput. Commun. Appl., 2010)

Noise resistant graph ranking for improved web image search. - Wei Liu 005; Yu-Gang Jiang 001; Jiebo Luo 001; Shih-Fu Chang (CVPR, 2011)

Hashing with Graphs. - Wei Liu 005; Jun Wang 006; Sanjiv Kumar; Shih-Fu Chang (ICML, 2011)

Efficient manifold ranking for image retrieval. - Bin Xu 005; Jiajun Bu; Chun Chen 001; Deng Cai 001; Xiaofei He 001; Wei Liu 005; Jiebo Luo 001 (SIGIR, 2011)

Distribution Calibration in Riemannian Symmetric Space. - Si Si; Wei Liu 005; Dacheng Tao; Kwok-Ping Chan (IEEE Trans. Syst. Man Cybern. Part B, 2011)

Supervised hashing with kernels. - Wei Liu 005; Jun Wang 006; Rongrong Ji; Yu-Gang Jiang 001; Shih-Fu Chang (CVPR, 2012)

Trajectory-Based Modeling of Human Actions with Motion Reference Points. - Yu-Gang Jiang 001; Qi Dai 001; Xiangyang Xue 001; Wei Liu 005; Chong-Wah Ngo (ECCV (5), 2012)

Multiple cues integration for part-based adaptive workpieces detection. - Di Wang 008; Xiaoqin Zhang 002; Wei Liu 005; Mingyu Fan (FSKD, 2012)

Weakly supervised topic grouping of YouTube search results. - Liujuan Cao; Rongrong Ji; Wei Liu 005; Yue Gao 002; Ling-Yu Duan; Chaoguang Men (ICIP, 2012)

Compact Hyperplane Hashing with Bilinear Functions. - Wei Liu 005; Jun Wang 006; Yadong Mu; Sanjiv Kumar; Shih-Fu Chang (ICML, 2012)

Optimal semi-supervised metric learning for image retrieval. - Kun Zhao; Wei Liu 005; Jianzhuang Liu (ACM Multimedia, 2012)

Robust and Scalable Graph-Based Semisupervised Learning. - Wei Liu 005; Jun Wang 006; Shih-Fu Chang (Proc. IEEE, 2012)

Task-Dependent Visual-Codebook Compression. - Rongrong Ji; Hongxun Yao; Wei Liu 005; Xiaoshuai Sun; Qi Tian 001 (IEEE Trans. Image Process., 2012)

Large-Scale Machine Learning for Classification and Search. - Wei Liu 005 (2012)

Visual Reranking through Weakly Supervised Multi-graph Learning. - Cheng Deng; Rongrong Ji; Wei Liu 005; Dacheng Tao; Xinbo Gao 001 (ICCV, 2013)

Learning Hash Codes with Listwise Supervision. - Jun Wang 006; Wei Liu 005; Andy X. Sun; Yu-Gang Jiang 001 (ICCV, 2013)

Face Recognition via Archetype Hull Ranking. - Yuanjun Xiong; Wei Liu 005; Deli Zhao; Xiaoou Tang (ICCV, 2013)

Semi-Supervised Learning with Manifold Fitted Graphs. - Tongtao Zhang; Rongrong Ji; Wei Liu 005; Dacheng Tao; Gang Hua 001 (IJCAI, 2013)

Query-dependent visual dictionary adaptation for image reranking. - Jialong Wang; Cheng Deng; Wei Liu 005; Rongrong Ji; Xiangyu Chen; Xinbo Gao 001 (ACM Multimedia, 2013)

Cognitive tracking of surgical instruments based on stereo vision and depth sensing. - Wei Liu 005; Hongliang Ren 001; Wei Zhang 021; Shuang Song 002 (ROBIO, 2013)

Mining spatiotemporal video patterns towards robust action retrieval. - Liujuan Cao; Rongrong Ji; Yue Gao 002; Wei Liu 005; Qi Tian 001 (Neurocomputing, 2013)

Bidirectional Label Propagation over Graphs. - Wei Liu 005; Tongtao Zhang (Int. J. Softw. Informatics, 2013)

Weakly supervised codebook learning by iterative label propagation with graph quantization. - Liujuan Cao; Rongrong Ji; Wei Liu 005; Hongxun Yao; Qi Tian 001 (Signal Process., 2013)

Nonnegative Local Coordinate Factorization for Image Representation. - Yan Chen; Jiemi Zhang; Deng Cai 001; Wei Liu 005; Xiaofei He 001 (IEEE Trans. Image Process., 2013)

Sub-Selective Quantization for Large-Scale Image Search. - Yeqing Li; Chen Chen 003; Wei Liu 005; Junzhou Huang (AAAI, 2014)

Can Visual Recognition Benefit from Auxiliary Information in Training? - Qilin Zhang; Gang Hua 001; Wei Liu 005; Zicheng Liu 001; Zhengyou Zhang (ACCV (1), 2014)

Two-Stage Hashing for Fast Document Retrieval. - Hao Li 031; Wei Liu 005; Heng Ji 001 (ACL (2), 2014)

Fast Tweet Retrieval with Compact Binary Codes. - Weiwei Guo; Wei Liu 005; Mona T. Diab (COLING, 2014)

Image Fusion with Local Spectral Consistency and Dynamic Gradient Sparsity. - Chen Chen 003; Yeqing Li; Wei Liu 005; Junzhou Huang (CVPR, 2014)

Unsupervised One-Class Learning for Automatic Outlier Removal. - Wei Liu 005; Gang Hua 001; John R. Smith (CVPR, 2014)

Graduated Consistency-Regularized Optimization for Multi-graph Matching. - Junchi Yan; Yin Li 003; Wei Liu 005; Hongyuan Zha; Xiaokang Yang 001; Stephen Mingyu Chu (ECCV (1), 2014)

Scalable mammogram retrieval using Anchor Graph Hashing. - Jingjing Liu 001; Shaoting Zhang 001; Wei Liu 005; Xiaofan Zhang 002; Dimitris N. Metaxas (ISBI, 2014)

Mining histopathological images via hashing-based scalable image retrieval. - Xiaofan Zhang 002; Wei Liu 005; Shaoting Zhang 001 (ISBI, 2014)

Scalable Histopathological Image Analysis via Active Learning. - Yan Zhu 009; Shaoting Zhang 001; Wei Liu 005; Dimitris N. Metaxas (MICCAI (3), 2014)

Mining Histopathological Images via Composite Hashing and Online Learning. - Xiaofan Zhang 002; Lin Yang 002; Wei Liu 005; Hai Su; Shaoting Zhang 001 (MICCAI (2), 2014)

Discrete Graph Hashing. - Wei Liu 005; Cun Mu; Sanjiv Kumar; Shih-Fu Chang (NIPS, 2014)

Zeta Hull Pursuits: Learning Nonconvex Data Hulls. - Yuanjun Xiong; Wei Liu 005; Deli Zhao; Xiaoou Tang (NIPS, 2014)

PAAP: prefetch-aware admission policies for query results cache in web search engines. - Hongyuan Ma; Wei Liu 005; Bingjie Wei; Liang Shi; Xiuguo Bao; Lihong Wang; Bin Wang 004 (SIGIR, 2014)

SIRF: Simultaneous Image Registration and Fusion in A Unified Framework. - Chen Chen 003; Yeqing Li; Wei Liu 005; Junzhou Huang (CoRR, 2014)

Learning to Rank Binary Codes. - Jie Feng; Wei Liu 005; Yan Wang (CoRR, 2014)

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

Weakly Supervised Visual Dictionary Learning by Harnessing Image Attributes. - Yue Gao 002; Rongrong Ji; Wei Liu 005; Qionghai Dai; Gang Hua 001 (IEEE Trans. Image Process., 2014)

Optimizing Bag Features for Multiple-Instance Retrieval. - Zhouyu Fu; Feifei Pan 003; Cheng Deng; Wei Liu 005 (AAAI, 2015)

Low-Rank Similarity Metric Learning in High Dimensions. - Wei Liu 005; Cun Mu; Rongrong Ji; Shiqian Ma; John R. Smith; Shih-Fu Chang (AAAI, 2015)

Saliency propagation from simple to difficult. - Chen Gong 002; Dacheng Tao; Wei Liu 005; Stephen J. Maybank; Meng Fang; Keren Fu; Jie Yang 002 (CVPR, 2015)

Towards 3D object detection with bimodal deep Boltzmann machines over RGBD imagery. - Wei Liu 005; Rongrong Ji; Shaozi Li (CVPR, 2015)

Understanding image structure via hierarchical shape parsing. - Xianming Liu; Rongrong Ji; Changhu Wang; Wei Liu 005; Bineng Zhong; Thomas S. Huang (CVPR, 2015)

Supervised Discrete Hashing. - Fumin Shen; Chunhua Shen; Wei Liu 005; Heng Tao Shen (CVPR, 2015)

Discrete hyper-graph matching. - Junchi Yan; Chao Zhang 010; Hongyuan Zha; Wei Liu 005; Xiaokang Yang 001; Stephen M. Chu (CVPR, 2015)

Rank Preserving Hashing for Rapid Image Search. - Dongjin Song; Wei Liu 005; David A. Meyer 001; Dacheng Tao; Rongrong Ji (DCC, 2015)

Learning Binary Codes for Maximum Inner Product Search. - Fumin Shen; Wei Liu 005; Shaoting Zhang 001; Yang Yang 002; Heng Tao Shen (ICCV, 2015)

Top Rank Supervised Binary Coding for Visual Search. - Dongjin Song; Wei Liu 005; Rongrong Ji; David A. Meyer 001; John R. Smith (ICCV, 2015)

Sparse Subspace Clustering for Incomplete Images. - Xiao Wen; Linbo Qiao; Shiqian Ma; Wei Liu 005; Hong Cheng 001 (ICCV Workshops, 2015)

Modeling Inter- and Intra-Part Deformations for Object Structure Parsing. - Ling Cai; Rongrong Ji; Wei Liu 005; Gang Hua 001 (IJCAI, 2015)

Multi-View Matrix Decomposition: A New Scheme for Exploring Discriminative Information. - Cheng Deng; Zongting Lv; Wei Liu 005; Junzhou Huang; Dacheng Tao; Xinbo Gao 001 (IJCAI, 2015)

An Efficient Semi-Supervised Clustering Algorithm with Sequential Constraints. - Jinfeng Yi; Lijun Zhang 005; Tianbao Yang; Wei Liu 005; Jun Wang 006 (KDD, 2015)

Stochastic Gradient Made Stable: A Manifold Propagation Approach for Large-Scale Optimization. - Yadong Mu; Wei Liu 005; Wei Fan 001 (CoRR, 2015)

Learning for 3D understanding. - Yue Gao 002; Rongrong Ji; Wei Liu 005; Qionghai Dai (Neurocomputing, 2015)

Auxiliary Training Information Assisted Visual Recognition. - Qilin Zhang; Gang Hua 001; Wei Liu 005; Zicheng Liu 001; Zhengyou Zhang (IPSJ Trans. Comput. Vis. Appl., 2015)

Localizing web videos using social images. - Liujuan Cao; Xianming Liu; Wei Liu 005; Rongrong Ji; Thomas S. Huang (Inf. Sci., 2015)

SIRF: Simultaneous Satellite Image Registration and Fusion in a Unified Framework. - Chen Chen 003; Yeqing Li; Wei Liu 005; Junzhou Huang (IEEE Trans. Image Process., 2015)

Human Action Recognition in Unconstrained Videos by Explicit Motion Modeling. - Yu-Gang Jiang 001; Qi Dai 001; Wei Liu 005; Xiangyang Xue 001; Chong-Wah Ngo (IEEE Trans. Image Process., 2015)

Efficient Robust Conditional Random Fields. - Dongjin Song; Wei Liu 005; Tianyi Zhou 001; Dacheng Tao; David A. Meyer 001 (IEEE Trans. Image Process., 2015)

Dictionary Pair Learning on Grassmann Manifolds for Image Denoising. - Xianhua Zeng; Wei Bian; Wei Liu 005; Jialie Shen 001; Dacheng Tao (IEEE Trans. Image Process., 2015)

When Location Meets Social Multimedia: A Survey on Vision-Based Recognition and Mining for Geo-Social Multimedia Analytics. - Rongrong Ji; Yue Gao 002; Wei Liu 005; Xing Xie 001; Qi Tian 001; Xuelong Li 001 (ACM Trans. Intell. Syst. Technol., 2015)

Towards Large-Scale Histopathological Image Analysis: Hashing-Based Image Retrieval. - Xiaofan Zhang 002; Wei Liu 005; Murat Dundar; Sunil Badve; Shaoting Zhang 001 (IEEE Trans. Medical Imaging, 2015)

Teaching-to-Learn and Learning-to-Teach for Multi-label Propagation. - Chen Gong 002; Dacheng Tao; Jie Yang 002; Wei Liu 005 (AAAI, 2016)

Scalable Sequential Spectral Clustering. - Yeqing Li; Junzhou Huang; Wei Liu 005 (AAAI, 2016)

Towards Optimal Binary Code Learning via Ordinal Embedding. - Hong Liu 009; Rongrong Ji; Yongjian Wu 001; Wei Liu 005 (AAAI, 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)

On Stochastic Primal-Dual Hybrid Gradient Approach for Compositely Regularized Minimization. - Linbo Qiao; Tianyi Lin; Yu-Gang Jiang 001; Fan Yang; Wei Liu 005; Xicheng Lu (ECAI, 2016)

Coordinate Discrete Optimization for Efficient Cross-View Image Retrieval. - Yadong Mu; Wei Liu 005; Cheng Deng; Zongting Lv; Xinbo Gao 001 (IJCAI, 2016)

Fast Structural Binary Coding. - Dongjin Song; Wei Liu 005; David A. Meyer 001 (IJCAI, 2016)

Visual Tracking with Reliable Memories. - Shu Wang; Shaoting Zhang 001; Wei Liu 005; Dimitris N. Metaxas (IJCAI, 2016)

Discrete Collaborative Filtering. - Hanwang Zhang; Fumin Shen; Wei Liu 005; Xiangnan He 001; Huanbo Luan; Tat-Seng Chua (SIGIR, 2016)

Efficient Multi-Class Selective Sampling on Graphs. - Peng Yang 010; Peilin Zhao; Zhen Hai; Wei Liu 005; Steven C. H. Hoi; Xiaoli Li 001 (UAI, 2016)

Learning Binary Codes and Binary Weights for Efficient Classification. - Fumin Shen; Yadong Mu; Wei Liu 005; Yang Yang 002; Heng Tao Shen (CoRR, 2016)

Visual Tracking via Reliable Memories. - Shu Wang; Shaoting Zhang 001; Wei Liu 005; Dimitris N. Metaxas (CoRR, 2016)

Video Classification via Weakly Supervised Sequence Modeling. - Jingjing Liu 001; Chao Chen 012; Yan Zhu 009; Wei Liu 005; Dimitris N. Metaxas (Comput. Vis. Image Underst., 2016)

Multimedia Hashing and Networking. - Wei Liu 005; Tongtao Zhang (IEEE Multim., 2016)

Detection based object labeling of 3D point cloud for indoor scenes. - Wei Liu 005; Shaozi Li; Donglin Cao; Songzhi Su; Rongrong Ji (Neurocomputing, 2016)

Non-negative dictionary based sparse representation classification for ear recognition with occlusion. - Li Yuan 001; Wei Liu 005; Yang Li (Neurocomputing, 2016)

Advanced learning for large-scale heterogeneous computing. - Quan Zou 001; Wei Liu 005; Michele Merler; Rongrong Ji (Neurocomputing, 2016)

Stability Analysis and Hopf Bifurcation Control for a Wireless Network Model. - Feng Liu; Xiang Yin; Xinmei Wang; Wei Liu 005; Longsheng Wei; Hua O. Wang (J. Adv. Comput. Intell. Intell. Informatics, 2016)

Objective Image Quality Assessment Based on Saliency Map. - Longsheng Wei; Wei Liu 005; Xinmei Wang; Feng Liu; Dapeng Luo (J. Adv. Comput. Intell. Intell. Informatics, 2016)

Spectral-spatial co-clustering of hyperspectral image data based on bipartite graph. - Wei Liu 005; Shaozi Li; Xianming Lin; Yun-Dong Wu; Rongrong Ji (Multim. Syst., 2016)

Learning to Hash for Indexing Big Data - A Survey. - Jun Wang 006; Wei Liu 005; Sanjiv Kumar; Shih-Fu Chang (Proc. IEEE, 2016)

Multi-Modal Curriculum Learning for Semi-Supervised Image Classification. - Chen Gong 002; Dacheng Tao; Stephen J. Maybank; Wei Liu 005; Guoliang Kang; Jie Yang 002 (IEEE Trans. Image Process., 2016)

Deep Learning Driven Visual Path Prediction From a Single Image. - Siyu Huang; Xi Li 001; Zhongfei Zhang; Zhouzhou He; Fei Wu 001; Wei Liu 005; Jinhui Tang 001; Yueting Zhuang (IEEE Trans. Image Process., 2016)

Discriminative Dictionary Learning With Common Label Alignment for Cross-Modal Retrieval. - Cheng Deng; Xu Tang; Junchi Yan; Wei Liu 005; Xinbo Gao 001 (IEEE Trans. Multim., 2016)

Hierarchical Visualization of Video Search Results for Topic-Based Browsing. - Yu-Gang Jiang 001; Jiajun Wang; Qiang Wang; Wei Liu 005; Chong-Wah Ngo (IEEE Trans. Multim., 2016)

Adaptive Proximal Average Approximation for Composite Convex Minimization. - Li Shen 008; Wei Liu 005; Junzhou Huang; Yu-Gang Jiang 001; Shiqian Ma (AAAI, 2017)

Pairwise Relationship Guided Deep Hashing for Cross-Modal Retrieval. - Erkun Yang; Cheng Deng; Wei Liu 005; Xianglong Liu 001; Dacheng Tao; Xinbo Gao 001 (AAAI, 2017)

SCA-CNN: Spatial and Channel-Wise Attention in Convolutional Networks for Image Captioning. - Long Chen 016; Hanwang Zhang; Jun Xiao 001; Liqiang Nie; Jian Shao 001; Wei Liu 005; Tat-Seng Chua (CVPR, 2017)

Real-Time Neural Style Transfer for Videos. - Haozhi Huang 001; Hao Wang 050; Wenhan Luo; Lin Ma 002; Wenhao Jiang; Xiaolong Zhu; Zhifeng Li 001; Wei Liu 005 (CVPR, 2017)

Deep Self-Taught Learning for Weakly Supervised Object Localization. - Zequn Jie; Yunchao Wei; Xiaojie Jin; Jiashi Feng; Wei Liu 005 (CVPR, 2017)

Diverse Image Annotation. - Baoyuan Wu; Fan Jia; Wei Liu 005; Bernard Ghanem (CVPR, 2017)

Detecting Faces Using Inside Cascaded Contextual CNN. - Kaipeng Zhang; Zhanpeng Zhang; Hao Wang 050; Zhifeng Li 001; Yu Qiao 001; Wei Liu 005 (ICCV, 2017)

GSOS: Gauss-Seidel Operator Splitting Algorithm for Multi-Term Nonsmooth Convex Composite Optimization. - Li Shen 005; Wei Liu 005; Ganzhao Yuan; Shiqian Ma (ICML, 2017)

Theoretic Analysis and Extremely Easy Algorithms for Domain Adaptive Feature Learning. - Wenhao Jiang; Cheng Deng; Wei Liu 005; Feiping Nie 001; Fu-Lai Chung; Heng Huang (IJCAI, 2017)

Improving Event Extraction via Multimodal Integration. - Tongtao Zhang; Spencer Whitehead; Hanwang Zhang; Hongzhi Li 001; Joseph G. Ellis; Lifu Huang; Wei Liu 005; Heng Ji 001; Shih-Fu Chang (ACM Multimedia, 2017)

Geometric Descent Method for Convex Composite Minimization. - Shixiang Chen; Shiqian Ma; Wei Liu 005 (NIPS, 2017)

Mixture-Rank Matrix Approximation for Collaborative Filtering. - Dongsheng Li 002; Chao Chen 016; Wei Liu 005; Tun Lu; Ning Gu; Stephen M. Chu (NIPS, 2017)

Attentive Collaborative Filtering: Multimedia Recommendation with Item- and Component-Level Attention. - Jingyuan Chen; Hanwang Zhang; Xiangnan He 001; Liqiang Nie; Wei Liu 005; Tat-Seng Chua (SIGIR, 2017)

Classification by Retrieval: Binarizing Data and Classifiers. - Fumin Shen; Yadong Mu; Yang Yang 002; Wei Liu 005; Li Liu 004; Jingkuan Song; Heng Tao Shen (SIGIR, 2017)

End-to-end Active Object Tracking via Reinforcement Learning. - Wenhan Luo; Peng Sun 011; Yadong Mu; Wei Liu 005 (CoRR, 2017)

Zero-Shot Visual Recognition using Semantics-Preserving Adversarial Embedding Network. - Long Chen 016; Hanwang Zhang; Jun Xiao 001; Wei Liu 005; Shih-Fu Chang (CoRR, 2017)

Weather Recognition of Street Scene Based on Sparse Deep Neural Networks. - Wei Liu 005; Yue Yang; Longsheng Wei (J. Adv. Comput. Intell. Intell. Informatics, 2017)

Joint Intermodal and Intramodal Label Transfers for Extremely Rare or Unseen Classes. - Guo-Jun Qi; Wei Liu 005; Charu C. Aggarwal; Thomas S. Huang (IEEE Trans. Pattern Anal. Mach. Intell., 2017)

Stochastic Quasi-Newton Methods for Nonconvex Stochastic Optimization. - Xiao Wang; Shiqian Ma; Donald Goldfarb; Wei Liu 005 (SIAM J. Optim., 2017)

Scalable Mammogram Retrieval Using Composite Anchor Graph Hashing With Iterative Quantization. - Jingjing Liu 001; Shaoting Zhang 001; Wei Liu 005; Cheng Deng; Yuanjie Zheng; Dimitris N. Metaxas (IEEE Trans. Circuits Syst. Video Technol., 2017)

Exploring Representativeness and Informativeness for Active Learning. - Bo Du 001; Zengmao Wang; Lefei Zhang; Liangpei Zhang 001; Wei Liu 005; Jialie Shen 001; Dacheng Tao (IEEE Trans. Cybern., 2017)

Latent Max-Margin Multitask Learning With Skelets for 3-D Action Recognition. - Yanhua Yang; Cheng Deng; Dapeng Tao; Shaoting Zhang 001; Wei Liu 005; Xinbo Gao 001 (IEEE Trans. Cybern., 2017)

Mobile Social Multimedia Analytics in the Big Data Era: An Introduction to the Special Issue. - Rongrong Ji; Wei Liu 005; Xing Xie 001; Yiqiang Chen 001; Jiebo Luo 001 (ACM Trans. Intell. Syst. Technol., 2017)

Stochastic Gradient Made Stable: A Manifold Propagation Approach for Large-Scale Optimization. - Yadong Mu; Wei Liu 005; Xiaobai Liu; Wei Fan 001 (IEEE Trans. Knowl. Data Eng., 2017)

Asymmetric Binary Coding for Image Search. - Fumin Shen; Yang Yang 002; Li Liu 004; Wei Liu 005; Dacheng Tao; Heng Tao Shen (IEEE Trans. Multim., 2017)

Discriminative Multi-instance Multitask Learning for 3D Action Recognition. - Yanhua Yang; Cheng Deng; Shangqian Gao; Wei Liu 005; Dapeng Tao; Xinbo Gao 001 (IEEE Trans. Multim., 2017)

Label Propagation via Teaching-to-Learn and Learning-to-Teach. - Chen Gong 002; Dacheng Tao; Wei Liu 005; Liu Liu 014; Jie Yang 002 (IEEE Trans. Neural Networks Learn. Syst., 2017)

Learning to Guide Decoding for Image Captioning. - Wenhao Jiang; Lin Ma 002; Xinpeng Chen; Hanwang Zhang; Wei Liu 005 (AAAI, 2018)

Stochastic Non-Convex Ordinal Embedding With Stabilized Barzilai-Borwein Step Size. - Ke Ma 001; Jinshan Zeng; Jiechao Xiong; Qianqian Xu; Xiaochun Cao; Wei Liu 005; Yuan Yao 011 (AAAI, 2018)

CNN in MRF: Video Object Segmentation via Inference in a CNN-Based Higher-Order Spatio-Temporal MRF. - Linchao Bao; Baoyuan Wu; Wei Liu 005 (CVPR, 2018)

Regularizing RNNs for Caption Generation by Reconstructing the Past With the Present. - Xinpeng Chen; Lin Ma 002; Wenhao Jiang; Jian Yao 002; Wei Liu 005 (CVPR, 2018)

Zero-Shot Visual Recognition Using Semantics-Preserving Adversarial Embedding Networks. - Long Chen 016; Hanwang Zhang; Jun Xiao 001; Wei Liu 005; Shih-Fu Chang (CVPR, 2018)

Dual Skipping Networks. - Changmao Cheng; Yanwei Fu 001; Yu-Gang Jiang 001; Wei Liu 005; Wenlian Lu; Jianfeng Feng; Xiangyang Xue 001 (CVPR, 2018)

Left-Right Comparative Recurrent Model for Stereo Matching. - Zequn Jie; Pengfei Wang 011; Yonggen Ling; Bo Zhao 032; Yunchao Wei; Jiashi Feng; Wei Liu 005 (CVPR, 2018)

Self-Supervised Adversarial Hashing Networks for Cross-Modal Retrieval. - Chao Li 033; Cheng Deng; Ning Li; Wei Liu 005; Xinbo Gao 001; Dacheng Tao (CVPR, 2018)

Gated Fusion Network for Single Image Dehazing. - Wenqi Ren; Lin Ma 002; Jiawei Zhang 002; Jinshan Pan; Xiaochun Cao; Wei Liu 005; Ming-Hsuan Yang 001 (CVPR, 2018)

Reconstruction Network for Video Captioning. - Bairui Wang; Lin Ma 002; Wei Zhang 021; Wei Liu 005 (CVPR, 2018)

Bidirectional Attentive Fusion With Context Gating for Dense Video Captioning. - Jingwen Wang 003; Wenhao Jiang; Lin Ma 002; Wei Liu 005; Yong Xu 001 (CVPR, 2018)

CosFace: Large Margin Cosine Loss for Deep Face Recognition. - Hao Wang 050; Yitong Wang; Zheng Zhou; Xing Ji; Dihong Gong; Jingchao Zhou; Zhifeng Li 001; Wei Liu 005 (CVPR, 2018)

Tagging Like Humans: Diverse and Distinct Image Annotation. - Baoyuan Wu; Weidong Chen; Peng Sun 011; Wei Liu 005; Bernard Ghanem; Siwei Lyu (CVPR, 2018)

Learning to Generate Time-Lapse Videos Using Multi-Stage Dynamic Generative Adversarial Networks. - Wei Xiong 008; Wenhan Luo; Lin Ma 002; Wei Liu 005; Jiebo Luo 001 (CVPR, 2018)

Video Re-localization. - Yang Feng 001; Lin Ma 002; Wei Liu 005; Tong Zhang 001; Jiebo Luo 001 (ECCV (14), 2018)

Neural Stereoscopic Image Style Transfer. - Xinyu Gong; Haozhi Huang 001; Lin Ma 002; Fumin Shen; Wei Liu 005; Tong Zhang 001 (ECCV (5), 2018)

Recurrent Fusion Network for Image Captioning. - Wenhao Jiang; Lin Ma 002; Yu-Gang Jiang 001; Wei Liu 005; Tong Zhang 001 (ECCV (2), 2018)

Unsupervised Image-to-Image Translation with Stacked Cycle-Consistent Adversarial Networks. - Minjun Li; Haozhi Huang 001; Lin Ma 002; Wei Liu 005; Tong Zhang 001; Yu-Gang Jiang 001 (ECCV (9), 2018)

Modeling Varying Camera-IMU Time Offset in Optimization-Based Visual-Inertial Odometry. - Yonggen Ling; Linchao Bao; Zequn Jie; Fengming Zhu; Ziyang Li; Shanmin Tang; Yongsheng Liu; Wei Liu 005; Tong Zhang 001 (ECCV (9), 2018)

Bi-Real Net: Enhancing the Performance of 1-Bit CNNs with Improved Representational Capability and Advanced Training Algorithm. - Zechun Liu; Baoyuan Wu; Wenhan Luo; Xin Yang 008; Wei Liu 005; Kwang-Ting Cheng (ECCV (15), 2018)

Orthogonal Deep Features Decomposition for Age-Invariant Face Recognition. - Yitong Wang; Dihong Gong; Zheng Zhou; Xing Ji; Hao Wang 050; Zhifeng Li 001; Wei Liu 005; Tong Zhang 001 (ECCV (15), 2018)

Pixel2Mesh: Generating 3D Mesh Models from Single RGB Images. - Nanyang Wang; Yinda Zhang 001; Zhuwen Li; Yanwei Fu 001; Wei Liu 005; Yu-Gang Jiang 001 (ECCV (11), 2018)

Incremental Multi-graph Matching via Diversity and Randomness Based Graph Clustering. - Tianshu Yu 001; Junchi Yan; Wei Liu 005; Baoxin Li (ECCV (13), 2018)

Super-Identity Convolutional Neural Network for Face Hallucination. - Kaipeng Zhang; Zhanpeng Zhang; Chia-Wen Cheng; Winston H. Hsu; Yu Qiao 001; Wei Liu 005; Tong Zhang 001 (ECCV (11), 2018)

End-to-end Active Object Tracking via Reinforcement Learning. - Wenhan Luo; Peng Sun 011; Fangwei Zhong; Wei Liu 005; Tong Zhang 001; Yizhou Wang 001 (ICML, 2018)

An Algorithmic Framework of Variable Metric Over-Relaxed Hybrid Proximal Extra-Gradient Method. - Li Shen 005; Peng Sun 011; Yitong Wang; Wei Liu 005; Tong Zhang 001 (ICML, 2018)

Safe Element Screening for Submodular Function Minimization. - Weizhong Zhang; Bin Hong; Lin Ma 002; Wei Liu 005; Tong Zhang 001 (ICML, 2018)

Life in the "Matrix": Human Mobility Patterns in the Cyber Space. - Tianran Hu; Jiebo Luo 001; Wei Liu 005 (ICWSM, 2018)

Long-Term Human Motion Prediction by Modeling Motion Context and Enhancing Motion Dynamics. - Yongyi Tang; Lin Ma 002; Wei Liu 005; Wei-Shi Zheng 001 (IJCAI, 2018)

A Reinforced Topic-Aware Convolutional Sequence-to-Sequence Model for Abstractive Text Summarization. - Li Wang 092; Junlin Yao; Yunzhe Tao; Li Zhong; Wei Liu 005; Qiang Du 001 (IJCAI, 2018)

Semantic Structure-based Unsupervised Deep Hashing. - Erkun Yang; Cheng Deng; Tongliang Liu; Wei Liu 005; Dacheng Tao (IJCAI, 2018)

Deep Non-Blind Deconvolution via Generalized Low-Rank Approximation. - Wenqi Ren; Jiawei Zhang 002; Lin Ma 002; Jinshan Pan; Xiaochun Cao; Wangmeng Zuo; Wei Liu 005; Ming-Hsuan Yang 001 (NeurIPS, 2018)

Nonlocal Neural Networks, Nonlocal Diffusion and Nonlocal Modeling. - Yunzhe Tao; Qi Sun; Qiang Du 001; Wei Liu 005 (NeurIPS, 2018)

Distilled Wasserstein Learning for Word Embedding and Topic Modeling. - Hongteng Xu; Wenlin Wang; Wei Liu 005; Lawrence Carin (NeurIPS, 2018)

Parsimonious Quantile Regression of Financial Asset Tail Dynamics via Sequential Learning. - Xing Yan; Weizhong Zhang; Lin Ma 002; Wei Liu 005; Qi Wu 009 (NeurIPS, 2018)

Generalizing Graph Matching beyond Quadratic Assignment Model. - Tianshu Yu 001; Junchi Yan; Yilin Wang 002; Wei Liu 005; Baoxin Li (NeurIPS, 2018)

Neural Compatibility Modeling with Attentive Knowledge Distillation. - Xuemeng Song; Fuli Feng; Xianjing Han; Xin Yang 008; Wei Liu 005; Liqiang Nie (SIGIR, 2018)

A Personal Privacy Preserving Framework: I Let You Know Who Can See What. - Xuemeng Song; Xiang Wang 010; Liqiang Nie; Xiangnan He 001; Zhumin Chen; Wei Liu 005 (SIGIR, 2018)

Fine-grained Video Attractiveness Prediction Using Multimodal Deep Learning on a Large Real-world Dataset. - Xinpeng Chen; Jingyuan Chen; Lin Ma 002; Jian Yao 002; Wei Liu 005; Jiebo Luo 001; Tong Zhang 001 (WWW (Companion Volume), 2018)

NDDR-CNN: Layer-wise Feature Fusing in Multi-Task CNN by Neural Discriminative Dimensionality Reduction. - Yuan Gao 015; Qi She; Jiayi Ma 001; Mingbo Zhao; Wei Liu 005; Alan L. Yuille (CoRR, 2018)

Long-Term Human Motion Prediction by Modeling Motion Context and Enhancing Motion Dynamic. - Yongyi Tang; Lin Ma 002; Wei Liu 005; Wei-Shi Zheng 001 (CoRR, 2018)

Hierarchical Attention-Based Recurrent Highway Networks for Time Series Prediction. - Yunzhe Tao; Lin Ma 002; Weizhong Zhang; Jian Liu; Wei Liu 005; Qiang Du 001 (CoRR, 2018)

Real-Time Referring Expression Comprehension by Single-Stage Grounding Network. - Xinpeng Chen; Lin Ma 002; Jingyuan Chen; Zequn Jie; Wei Liu 005; Jiebo Luo 001 (CoRR, 2018)

Hierarchical Macro Strategy Model for MOBA Game AI. - Bin Wu; Qiang Fu 016; Jing Liang; Peng Qu; Xiaoqian Li; Liang Wang 015; Wei Liu 005; Wei Yang 032; Yongsheng Liu (CoRR, 2018)

Multi-label Learning with Missing Labels Using Mixed Dependency Graphs. - Baoyuan Wu; Fan Jia; Wei Liu 005; Bernard Ghanem; Siwei Lyu (Int. J. Comput. Vis., 2018)

Improving Street Object Detection Using Transfer Learning: From Generic Model to Specific Model. - Wei Liu 005; Shu Chen; Longsheng Wei (J. Adv. Comput. Intell. Intell. Informatics, 2018)

Sub-Selective Quantization for Learning Binary Codes in Large-Scale Image Search. - Yeqing Li; Wei Liu 005; Junzhou Huang (IEEE Trans. Pattern Anal. Mach. Intell., 2018)

Knowledge transfer for spectral clustering. - Wenhao Jiang; Wei Liu 005; Fulai Chung (Pattern Recognit., 2018)

Reversed Spectral Hashing. - Qingshan Liu 001; Guangcan Liu; Lai Li; Xiao-Tong Yuan; Meng Wang 001; Wei Liu 005 (IEEE Trans. Neural Networks Learn. Syst., 2018)

Shared Predictive Cross-Modal Deep Quantization. - Erkun Yang; Cheng Deng; Chao Li 033; Wei Liu 005; Jie Li 001; Dacheng Tao (IEEE Trans. Neural Networks Learn. Syst., 2018)

DeepProduct: Mobile Product Search With Portable Deep Features. - Yu-Gang Jiang 001; Minjun Li; Xi Wang 008; Wei Liu 005; Xian-Sheng Hua 001 (ACM Trans. Multim. Comput. Commun. Appl., 2018)

Deep Residual Equivariant Mapping for Multi-angle Face Recognition. - Wei Liu 005; Lintai Wu; Yong Xu 001; Dan Wang (CCBR, 2019)

Exact Adversarial Attack to Image Captioning via Structured Output Learning With Latent Variables. - Yan Xu 009; Baoyuan Wu; Fumin Shen; Yanbo Fan; Yong Zhang 034; Heng Tao Shen; Wei Liu 005 (CVPR, 2019)

Decorrelated Adversarial Learning for Age-Invariant Face Recognition. - Hao Wang 050; Dihong Gong; Zhifeng Li 001; Wei Liu 005 (CVPR, 2019)

Image Deformation Meta-Networks for One-Shot Learning. - Zitian Chen; Yanwei Fu 001; Yu-Xiong Wang; Lin Ma 002; Wei Liu 005; Martial Hebert (CVPR, 2019)

Efficient Decision-Based Black-Box Adversarial Attacks on Face Recognition. - Yinpeng Dong; Hang Su 006; Baoyuan Wu; Zhifeng Li 001; Wei Liu 005; Tong Zhang 001; Jun Zhu 001 (CVPR, 2019)

Spatio-Temporal Video Re-Localization by Warp LSTM. - Yang Feng 001; Lin Ma 002; Wei Liu 005; Jiebo Luo 001 (CVPR, 2019)

Unsupervised Image Captioning. - Yang Feng 001; Lin Ma 002; Wei Liu 005; Jiebo Luo 001 (CVPR, 2019)

NDDR-CNN: Layerwise Feature Fusing in Multi-Task CNNs by Neural Discriminative Dimensionality Reduction. - Yuan Gao 015; Jiayi Ma 001; Mingbo Zhao; Wei Liu 005; Alan L. Yuille (CVPR, 2019)

Compressing Convolutional Neural Networks via Factorized Convolutional Filters. - Tuanhui Li; Baoyuan Wu; Yujiu Yang; Yanbo Fan; Yong Zhang 034; Wei Liu 005 (CVPR, 2019)

Multi-Granularity Generator for Temporal Action Proposal. - Yuan Liu; Lin Ma 002; Yifeng Zhang 001; Wei Liu 005; Shih-Fu Chang (CVPR, 2019)

Learning to Compose Dynamic Tree Structures for Visual Contexts. - Kaihua Tang; Hanwang Zhang; Baoyuan Wu; Wenhan Luo; Wei Liu 005 (CVPR, 2019)

Residual Regression With Semantic Prior for Crowd Counting. - Jia Wan 001; Wenhan Luo; Baoyuan Wu; Antoni B. Chan; Wei Liu 005 (CVPR, 2019)

Self-Supervised Spatio-Temporal Representation Learning for Videos by Predicting Motion and Appearance Statistics. - Jiangliu Wang; Jianbo Jiao; Linchao Bao; Shengfeng He; Yunhui Liu 001; Wei Liu 005 (CVPR, 2019)

Unsupervised Deep Tracking. - Ning Wang 020; Yibing Song; Chao Ma 004; Wengang Zhou 001; Wei Liu 005; Houqiang Li (CVPR, 2019)

MVF-Net: Multi-View 3D Face Morphable Model Regression. - Fanzi Wu; Linchao Bao; Yajing Chen; Yonggen Ling; Yibing Song; Songnan Li; King Ngi Ngan; Wei Liu 005 (CVPR, 2019)

MHP-VOS: Multiple Hypotheses Propagation for Video Object Segmentation. - Shuangjie Xu; Daizong Liu; Linchao Bao; Wei Liu 005; Pan Zhou 001 (CVPR, 2019)

Deep Spectral Clustering Using Dual Autoencoder Network. - Xu Yang 019; Cheng Deng; Feng Zheng; Junchi Yan; Wei Liu 005 (CVPR, 2019)

Face Anti-Spoofing: Model Matters, so Does Data. - Xiao Yang; Wenhan Luo; Linchao Bao; Yuan Gao 015; Dihong Gong; Shibao Zheng; Zhifeng Li 001; Wei Liu 005 (CVPR, 2019)

DistillHash: Unsupervised Deep Hashing by Distilling Data Pairs. - Erkun Yang; Tongliang Liu; Cheng Deng; Wei Liu 005; Dacheng Tao (CVPR, 2019)

Learning Joint Gait Representation via Quintuplet Loss Minimization. - Kaihao Zhang; Wenhan Luo; Lin Ma 002; Wei Liu 005; Hongdong Li (CVPR, 2019)

Joint Representation and Estimator Learning for Facial Action Unit Intensity Estimation. - Yong Zhang 034; Baoyuan Wu; Weiming Dong; Zhifeng Li 001; Wei Liu 005; Bao-Gang Hu; Qiang Ji (CVPR, 2019)

A Sufficient Condition for Convergences of Adam and RMSProp. - Fangyu Zou; Li Shen 005; Zequn Jie; Weizhong Zhang; Wei Liu 005 (CVPR, 2019)

Occlusion Robust Face Recognition Based on Mask Learning With Pairwise Differential Siamese Network. - Lingxue Song; Dihong Gong; Zhifeng Li 001; Changsong Liu; Wei Liu 005 (ICCV, 2019)

Controllable Video Captioning With POS Sequence Guidance Based on Gated Fusion Network. - Bairui Wang; Lin Ma 002; Wei Zhang 021; Wenhao Jiang; Jingwen Wang 003; Wei Liu 005 (ICCV, 2019)

Cross-Modal Learning with Adversarial Samples. - Chao Li 033; Shangqian Gao; Cheng Deng; De Xie; Wei Liu 005 (NeurIPS, 2019)

Category Anchor-Guided Unsupervised Domain Adaptation for Semantic Segmentation. - Qiming Zhang 001; Jing Zhang 037; Wei Liu 005; Dacheng Tao (NeurIPS, 2019)

Tencent ML-Images: A Large-Scale Multi-Label Image Database for Visual Representation Learning. - Baoyuan Wu; Weidong Chen; Yanbo Fan; Yong Zhang 034; Jinlong Hou; Jie Liu 036; Junzhou Huang; Wei Liu 005; Tong Zhang 001 (CoRR, 2019)

Fully-Featured Attribute Transfer. - De Xie; Muli Yang; Cheng Deng; Wei Liu 005; Dacheng Tao (CoRR, 2019)

PFLD: A Practical Facial Landmark Detector. - Xiaojie Guo 001; Siyuan Li 001; Jiawan Zhang; Jiayi Ma 001; Lin Ma 002; Wei Liu 005; Haibin Ling (CoRR, 2019)

FaceShapeGene: A Disentangled Shape Representation for Flexible Face Image Editing. - Sen-Zhe Xu 001; Hao-Zhi Huang 001; Shi-Min Hu 001; Wei Liu 005 (CoRR, 2019)

Understanding Distributional Ambiguity via Non-robust Chance Constraint. - Qi Wu 009; Shumin Ma; Cheuk Hang Leung; Wei Liu 005 (CoRR, 2019)

Multi-Frame Content Integration with a Spatio-Temporal Attention Mechanism for Person Video Motion Transfer. - Kun Cheng; Hao-Zhi Huang 001; Chun Yuan; Lingyiqing Zhou; Wei Liu 005 (CoRR, 2019)

Occlusion Robust Face Recognition Based on Mask Learning with PairwiseDifferential Siamese Network. - Lingxue Song; Dihong Gong; Zhifeng Li 001; Changsong Liu; Wei Liu 005 (CoRR, 2019)

Fast Stochastic Ordinal Embedding with Variance Reduction and Adaptive Step Size. - Ke Ma 001; Jinshan Zeng; Qianqian Xu; Xiaochun Cao; Wei Liu 005; Yuan Yao 011 (CoRR, 2019)

Scaling Up Sparse Support Vector Machines by Simultaneous Feature and Sample Reduction. - Bin Hong; Weizhong Zhang; Wei Liu 005; Jieping Ye; Deng Cai 001; Xiaofei He 001; Jie Wang 005 (J. Mach. Learn. Res., 2019)

Unsupervised Semantic-Preserving Adversarial Hashing for Image Search. - Cheng Deng; Erkun Yang; Tongliang Liu; Jie Li 001; Wei Liu 005; Dacheng Tao (IEEE Trans. Image Process., 2019)

Toward Efficient Action Recognition: Principal Backpropagation for Training Two-Stream Networks. - Wen-bing Huang 001; Lijie Fan; Mehrtash Harandi; Lin Ma 002; Huaping Liu 001; Wei Liu 005; Chuang Gan 001 (IEEE Trans. Image Process., 2019)

Deep Video Dehazing With Semantic Segmentation. - Wenqi Ren; Jingang Zhang; Xiangyu Xu 002; Lin Ma 002; Xiaochun Cao; Gaofeng Meng; Wei Liu 005 (IEEE Trans. Image Process., 2019)

Adversarial Spatio-Temporal Learning for Video Deblurring. - Kaihao Zhang; Wenhan Luo; Yiran Zhong; Lin Ma 002; Wei Liu 005; Hongdong Li (IEEE Trans. Image Process., 2019)

Stacked Robust Adaptively Regularized Auto-Regressions for Domain Adaptation. - Wenhao Jiang; Hongchang Gao; Wei Lu 006; Wei Liu 005; Fu-Lai Chung; Heng Huang (IEEE Trans. Knowl. Data Eng., 2019)

A Deep Bayesian Tensor-Based System for Video Recommendation. - Wei Lu 006; Fu-Lai Chung; Wenhao Jiang; Martin Ester; Wei Liu 005 (ACM Trans. Inf. Syst., 2019)

Distance-IoU Loss: Faster and Better Learning for Bounding Box Regression. - Zhaohui Zheng 003; Ping Wang 072; Wei Liu 005; Jinze Li; Rongguang Ye; Dongwei Ren (AAAI, 2020)

MTL-NAS: Task-Agnostic Neural Architecture Search Towards General-Purpose Multi-Task Learning. - Yuan Gao 015; Haoping Bai; Zequn Jie; Jiayi Ma 001; Kui Jia; Wei Liu 005 (CVPR, 2020)

Towards Photo-Realistic Virtual Try-On by Adaptively Generating↔Preserving Image Content. - Han Yang; Ruimao Zhang; Xiaobao Guo; Wei Liu 005; Wangmeng Zuo; Ping Luo 002 (CVPR, 2020)

Central Similarity Quantization for Efficient Image and Video Retrieval. - Li Yuan 007; Tao Wang 053; Xiaopeng Zhang 008; Francis E. H. Tay; Zequn Jie; Wei Liu 005; Jiashi Feng (CVPR, 2020)

Deblurring by Realistic Blurring. - Kaihao Zhang; Wenhan Luo; Yiran Zhong; Lin Ma 002; Björn Stenger; Wei Liu 005; Hongdong Li (CVPR, 2020)

Learning Modality Interaction for Temporal Sentence Localization and Event Captioning in Videos. - Shaoxiang Chen 001; Wenhao Jiang; Wei Liu 005; Yu-Gang Jiang 001 (ECCV (4), 2020)

Face Super-Resolution Guided by 3D Facial Priors. - Xiaobin Hu; Wenqi Ren; John LaMaster; Xiaochun Cao; Xiaoming Li 002; Zechao Li; Bjoern H. Menze; Wei Liu 005 (ECCV (4), 2020)

Context-Gated Convolution. - Xudong Lin 003; Lin Ma 002; Wei Liu 005; Shih-Fu Chang (ECCV (18), 2020)

Understanding distributional ambiguity via non-robust chance constraint. - Shumin Ma; Cheuk Hang Leung; Qi Wu 009; Wei Liu 005; Nanbo Peng (ICAIF, 2020)

Graph inference learning for semi-supervised classification. - Chunyan Xu; Zhen Cui 001; Xiaobin Hong 002; Tong Zhang 021; Jian Yang 003; Wei Liu 005 (ICLR, 2020)

Communication-Efficient Distributed Stochastic AUC Maximization with Deep Neural Networks. - Zhishuai Guo; Mingrui Liu; Zhuoning Yuan; Li Shen 005; Wei Liu 005; Tianbao Yang (ICML, 2020)

Transductive Relation-Propagation Network for Few-shot Learning. - Yuqing Ma; Shihao Bai; Shan An; Wei Liu 005; Aishan Liu; Xiantong Zhen; Xianglong Liu 001 (IJCAI, 2020)

Few-shot Visual Learning with Contextual Memory and Fine-grained Calibration. - Yuqing Ma; Wei Liu 005; Shihao Bai; Qingyu Zhang; Aishan Liu; Weimin Chen 002; Xianglong Liu 001 (IJCAI, 2020)

Vulnerability vs. Reliability: Disentangled Adversarial Examples for Cross-Modal Learning. - Chao Li 033; Haoteng Tang; Cheng Deng; Liang Zhan; Wei Liu 005 (KDD, 2020)

Optimal Epoch Stochastic Gradient Descent Ascent Methods for Min-Max Optimization. - Yan Yan 006; Yi Xu 008; Qihang Lin; Wei Liu 005; Tianbao Yang (NeurIPS, 2020)

Adversarial Learning for Robust Deep Clustering. - Xu Yang 019; Cheng Deng; Kun Wei; Junchi Yan; Wei Liu 005 (NeurIPS, 2020)

Towards Playing Full MOBA Games with Deep Reinforcement Learning. - Deheng Ye; Guibin Chen; Wen Zhang; Sheng Chen; Bo Yuan 008; Bo Liu; Jia Chen; Zhao Liu; Fuhao Qiu; Hongsheng Yu; Yinyuting Yin; Bei Shi; et al. (NeurIPS, 2020)

Fewer is More: A Deep Graph Metric Learning Perspective Using Fewer Proxies. - Yuehua Zhu; Muli Yang; Cheng Deng; Wei Liu 005 (NeurIPS, 2020)

Sharp Analysis of Epoch Stochastic Gradient Descent Ascent Methods for Min-Max Optimization. - Yan Yan 006; Yi Xu 008; Qihang Lin; Wei Liu 005; Tianbao Yang (CoRR, 2020)

Progressive Multi-Stage Learning for Discriminative Tracking. - Weichao Li 003; Xi Li 001; Omar El Farouk Bourahla; Fuxian Huang; Fei Wu 001; Wei Liu 005; Zhiheng Wang 001; Hongmin Liu 001 (CoRR, 2020)

Quantized Adam with Error Feedback. - Congliang Chen; Li Shen 005; Haozhi Huang 001; Wei Liu 005 (CoRR, 2020)

CPOT: Channel Pruning via Optimal Transport. - Yucong Shen; Li Shen 005; Hao-Zhi Huang 001; Xuan Wang 009; Wei Liu 005 (CoRR, 2020)

Real-time Universal Style Transfer on High-resolution Images via Zero-channel Pruning. - Jie An 002; Tao Li 040; Haozhi Huang 001; Li Shen 005; Xuan Wang 009; Yongyi Tang; Jinwen Ma; Wei Liu 005; Jiebo Luo 001 (CoRR, 2020)

Ref-NMS: Breaking Proposal Bottlenecks in Two-Stage Referring Expression Grounding. - Long Chen 016; Wenbo Ma; Jun Xiao 001; Hanwang Zhang; Wei Liu 005; Shih-Fu Chang (CoRR, 2020)

Bi-Real Net: Binarizing Deep Network Towards Real-Network Performance. - Zechun Liu; Wenhan Luo; Baoyuan Wu; Xin Yang 008; Wei Liu 005; Kwang-Ting Cheng (Int. J. Comput. Vis., 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)

End-to-End Active Object Tracking and Its Real-World Deployment via Reinforcement Learning. - Wenhan Luo; Peng Sun 011; Fangwei Zhong; Wei Liu 005; Tong Zhang 001; Yizhou Wang 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2020)

Reconstruct and Represent Video Contents for Captioning via Reinforcement Learning. - Wei Zhang 021; Bairui Wang; Lin Ma 002; Wei Liu 005 (IEEE Trans. Pattern Anal. Mach. Intell., 2020)

Matching Image and Sentence With Multi-Faceted Representations. - Lin Ma 002; Wenhao Jiang; Zequn Jie; Yu-Gang Jiang 001; Wei Liu 005 (IEEE Trans. Circuits Syst. Video Technol., 2020)

Graph Convolutional Network Hashing. - Xiang Zhou 008; Fumin Shen; Li Liu 004; Wei Liu 005; Liqiang Nie; Yang Yang 002; Heng Tao Shen (IEEE Trans. Cybern., 2020)

Temporally Coherent Video Harmonization Using Adversarial Networks. - Hao-Zhi Huang 001; Sen-Zhe Xu 001; Junxiong Cai; Wei Liu 005; Shi-Min Hu 001 (IEEE Trans. Image Process., 2020)

Toward Making Unsupervised Graph Hashing Discriminative. - Chao Ma 005; Chen Gong 002; Xiang Li 041; Xiaolin Huang; Wei Liu 005; Jie Yang 002 (IEEE Trans. Multim., 2020)

VideoMoCo: Contrastive Video Representation Learning With Temporally Adversarial Examples. - Tian Pan 003; Yibing Song; Tianyu Yang 003; Wenhao Jiang; Wei Liu 005 (CVPR, 2021)

Human-Like Controllable Image Captioning With Verb-Specific Semantic Roles. - Long Chen 016; Zhihong Jiang; Jun Xiao 001; Wei Liu 005 (CVPR, 2021)

ArtFlow: Unbiased Image Style Transfer via Reversible Neural Flows. - Jie An 002; Siyu Huang; Yibing Song; Dejing Dou; Wei Liu 005; Jiebo Luo 001 (CVPR, 2021)

Disentangled Cycle Consistency for Highly-Realistic Virtual Try-On. - Chongjian Ge; Yibing Song; Yuying Ge; Han Yang; Wei Liu 005; Ping Luo 002 (CVPR, 2021)

Parser-Free Virtual Try-On via Distilling Appearance Flows. - Yuying Ge; Yibing Song; Ruimao Zhang; Chongjian Ge; Wei Liu 005; Ping Luo 002 (CVPR, 2021)

DeFLOCNet: Deep Image Editing via Flexible Low-Level Controls. - Hongyu Liu; Ziyu Wan; Wei Huang; Yibing Song; Xintong Han; Jing Liao 001; Bin Jiang 006; Wei Liu 005 (CVPR, 2021)

Generalizing Face Forgery Detection With High-Frequency Features. - Yuchen Luo; Yong Zhang 034; Junchi Yan; Wei Liu 005 (CVPR, 2021)

Pyramid Architecture Search for Real-Time Image Deblurring. - Xiaobin Hu; Wenqi Ren; Kaicheng Yu; Kaihao Zhang; Xiaochun Cao; Wei Liu 005; Bjoern H. Menze (ICCV, 2021)

Adversarial Attack on Deep Cross-Modal Hamming Retrieval. - Chao Li 033; Shangqian Gao; Cheng Deng; Wei Liu 005; Heng Huang (ICCV, 2021)

SynFace: Face Recognition with Synthetic Data. - Haibo Qiu; Baosheng Yu; Dihong Gong; Zhifeng Li 001; Wei Liu 005; Dacheng Tao (ICCV, 2021)

Benchmarking Ultra-High-Definition Image Super-resolution. - Kaihao Zhang; Dongxu Li; Wenhan Luo; Wenqi Ren; Björn Stenger; Wei Liu 005; Hongdong Li; Ming-Hsuan Yang 001 (ICCV, 2021)

Accelerate CNNs from Three Dimensions: A Comprehensive Pruning Framework. - Wenxiao Wang 001; Minghao Chen 001; Shuai Zhao 006; Long Chen 016; Jinming Hu; Haifeng Liu 001; Deng Cai 001; Xiaofei He 001; Wei Liu 005 (ICML, 2021)

LARNet: Lie Algebra Residual Network for Face Recognition. - Xiaolong Yang; Xiaohong Jia 001; Dihong Gong; Dong-Ming Yan 001; Zhifeng Li 001; Wei Liu 005 (ICML, 2021)

Generalized and Discriminative Few-Shot Object Detection via SVD-Dictionary Enhancement. - Aming Wu; Suqi Zhao; Cheng Deng; Wei Liu 005 (NeurIPS, 2021)

Neural Routing by Memory. - Kaipeng Zhang; Zhenqiang Li 002; Zhifeng Li 001; Wei Liu 005; Yoichi Sato 001 (NeurIPS, 2021)

Multiple object tracking: A literature review. - Wenhan Luo; Junliang Xing; Anton Milan; Xiaoqin Zhang 002; Wei Liu 005; Tae-Kyun Kim 001 (Artif. Intell., 2021)

A Closer Look at Temporal Sentence Grounding in Videos: Datasets and Metrics. - Yitian Yuan; Xiaohan Lan; Long Chen 016; Wei Liu 005; Xin Wang 019; Wenwu Zhu 001 (CoRR, 2021)

Enhanced Spatio-Temporal Interaction Learning for Video Deraining: A Faster and Better Framework. - Kaihao Zhang; Dongxu Li; Wenhan Luo; Wen-Yan Lin; Fang Zhao 006; Wenqi Ren; Wei Liu 005; Hongdong Li (CoRR, 2021)

DeFLOCNet: Deep Image Editing via Flexible Low-level Controls. - Hongyu Liu; Ziyu Wan; Wei Huang; Yibing Song; Xintong Han; Jing Liao 001; Bing Jiang; Wei Liu 005 (CoRR, 2021)

tFold-TR: Combining Deep Learning Enhanced Hybrid Potential Energy for Template-Based Modelling Structure Refinement. - Liangzhen Zheng; Haidong Lan; Tao Shen; Jiaxiang Wu 001; Sheng Wang 001; Wei Liu 005; Junzhou Huang (CoRR, 2021)

Poisoning MorphNet for Clean-Label Backdoor Attack to Point Clouds. - Guiyu Tian; Wenhao Jiang; Wei Liu 005; Yadong Mu (CoRR, 2021)

Attacking Adversarial Attacks as A Defense. - Boxi Wu; Heng Pan; Li Shen 005; Jindong Gu; Shuai Zhao 006; Zhifeng Li 001; Deng Cai 001; Xiaofei He 001; Wei Liu 005 (CoRR, 2021)

Structure-Regularized Attention for Deformable Object Representation. - Shenao Zhang; Li Shen 005; Zhifeng Li 001; Wei Liu 005 (CoRR, 2021)

Simple Distillation Baselines for Improving Small Self-supervised Models. - Jindong Gu; Wei Liu 005; Yonglong Tian (CoRR, 2021)

CrossFormer: A Versatile Vision Transformer Based on Cross-scale Attention. - Wenxiao Wang 001; Lu Yao; Long Chen 016; Deng Cai 001; Xiaofei He 001; Wei Liu 005 (CoRR, 2021)

EDFace-Celeb-1M: Benchmarking Face Hallucination with a Million-scale Dataset. - Kaihao Zhang; Dongxu Li; Wenhan Luo; Jingyu Liu 004; Jiankang Deng; Wei Liu 005; Stefanos Zafeiriou (CoRR, 2021)

Rethinking the Spatial Route Prior in Vision-and-Language Navigation. - Xinzhe Zhou; Wei Liu 005; Yadong Mu (CoRR, 2021)

Benchmarking Deep Deblurring Algorithms: A Large-Scale Multi-Cause Dataset and A New Baseline Model. - Kaihao Zhang; Wenhan Luo; Boheng Chen; Wenqi Ren; Björn Stenger; Wei Liu 005; Hongdong Li; Ming-Hsuan Yang 001 (CoRR, 2021)

DGL-GAN: Discriminator Guided Learning for GAN Compression. - Yuesong Tian; Li Shen 008; Dacheng Tao; Zhifeng Li 001; Wei Liu 005 (CoRR, 2021)

Few-shot learning with relation propagation and constraint. - Huiyun Gong; Shuo Wang 008; Xiaowei Zhao; Yifan Yan; Yuqing Ma; Wei Liu 005; Xianglong Liu 001 (IET Comput. Vis., 2021)

Unsupervised Deep Representation Learning for Real-Time Tracking. - Ning Wang 020; Wengang Zhou 001; Yibing Song; Chao Ma 004; Wei Liu 005; Houqiang Li (Int. J. Comput. Vis., 2021)

Beyond Brightening Low-light Images. - Yonghua Zhang; Xiaojie Guo 001; Jiayi Ma 001; Wei Liu 005; Jiawan Zhang (Int. J. Comput. Vis., 2021)

Learning semantic priors for texture-realistic sketch-to-image synthesis. - Zeyu Li; Cheng Deng; Kun Wei; Wei Liu 005; Dacheng Tao (Neurocomputing, 2021)

Anytime Recognition with Routing Convolutional Networks. - Zequn Jie; Peng Sun 011; Xi Li 001; Jiashi Feng; Wei Liu 005 (IEEE Trans. Pattern Anal. Mach. Intell., 2021)

Hierarchical Long Short-Term Concurrent Memory for Human Interaction Recognition. - Xiangbo Shu; Jinhui Tang 001; Guo-Jun Qi; Wei Liu 005; Jian Yang 003 (IEEE Trans. Pattern Anal. Mach. Intell., 2021)

Pixel2Mesh: 3D Mesh Model Generation via Image Guided Deformation. - Nanyang Wang; Yinda Zhang 001; Zhuwen Li; Yanwei Fu 001; Hang Yu; Wei Liu 005; Xiangyang Xue 001; Yu-Gang Jiang 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2021)

Quantized Adam with Error Feedback. - Congliang Chen; Li Shen 008; Hao-Zhi Huang 001; Wei Liu 005 (ACM Trans. Intell. Syst. Technol., 2021)

Fast Stochastic Ordinal Embedding With Variance Reduction and Adaptive Step Size. - Ke Ma 001; Jinshan Zeng; Jiechao Xiong; Qianqian Xu; Xiaochun Cao; Wei Liu 005; Yuan Yao 011 (IEEE Trans. Knowl. Data Eng., 2021)

SWEM: Towards Real-Time Video Object Segmentation with Sequential Weighted Expectation-Maximization. - Zhihui Lin; Tianyu Yang 003; Maomao Li; Ziyu Wang; Chun Yuan; Wenhao Jiang; Wei Liu 005 (CVPR, 2022)

RFNet: Unsupervised Network for Mutually Reinforcing Multi-modal Image Registration and Fusion. - Han Xu 001; Jiayi Ma 001; Jiteng Yuan; Zhuliang Le; Wei Liu 005 (CVPR, 2022)

Hardly Perceptible Trojan Attack Against Neural Networks with Bit Flips. - Jiawang Bai; Kuofeng Gao; Dihong Gong; Shu-Tao Xia; Zhifeng Li 001; Wei Liu 005 (ECCV (5), 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)

Masked Autoencoders for Point Cloud Self-supervised Learning. - Yatian Pang; Wenxiao Wang 001; Francis E. H. Tay; Wei Liu 005; Yonghong Tian 001; Li Yuan 007 (ECCV (2), 2022)

Triangle Attack: A Query-Efficient Decision-Based Adversarial Attack. - Xiaosen Wang; Zeliang Zhang; Kangheng Tong; Dihong Gong; Kun He 001; Zhifeng Li 001; Wei Liu 005 (ECCV (5), 2022)

Towards Efficient Adversarial Training on Vision Transformers. - Boxi Wu; Jindong Gu; Zhifeng Li 001; Deng Cai 001; Xiaofei He 001; Wei Liu 005 (ECCV (13), 2022)

A Novel Method to Evaluate the Privacy Protection in Speaker Anonymization. - Wei Liu 005; Jiakang Li; Chunyu Wei; Meng Sun 001; Xiongwei Zhang; Yongqiang Li (ICAIS (2), 2022)

CrossFormer: A Versatile Vision Transformer Hinging on Cross-scale Attention. - Wenxiao Wang 001; Lu Yao; Long Chen 016; Binbin Lin; Deng Cai 001; Xiaofei He 001; Wei Liu 005 (ICLR, 2022)

DynaMixer: A Vision MLP Architecture with Dynamic Mixing. - Ziyu Wang; Wenhao Jiang; Yiming Zhu; Li Yuan; Yibing Song; Wei Liu 005 (ICML, 2022)

CAliC: Accurate and Efficient Image-Text Retrieval via Contrastive Alignment and Visual Contexts Modeling. - Hongyu Gao; Chao Zhu 003; Mengyin Liu; Weibo Gu; Hongfa Wang; Wei Liu 005; Xu-Cheng Yin (ACM Multimedia, 2022)

Egocentric Video-Language Pretraining. - Kevin Qinghong Lin; Jinpeng Wang 001; Mattia Soldan; Michael Wray; Rui Yan 001; Eric Zhongcong Xu; Difei Gao; Rong-Cheng Tu; Wenzhe Zhao; Weijie Kong; Chengfei Cai; Hongfa Wang; et al. (NeurIPS, 2022)

A Multi-Resolution Front-End for End-to-End Speech Anti-Spoofing. - Wei Liu 005; Meng Sun 001; Xiongwei Zhang; Hugo Van hamme; Thomas Fang Zheng (Odyssey, 2022)

Tencent AVS: A Holistic Ads Video Dataset for Multi-Modal Scene Segmentation. - Jie Jiang 015; Zhimin Li; Jiangfeng Xiong; Rongwei Quan; Qinglin Lu; Wei Liu 005 (IEEE Access, 2022)

DrugOOD: Out-of-Distribution (OOD) Dataset Curator and Benchmark for AI-aided Drug Discovery - A Focus on Affinity Prediction Problems with Noise Annotations. - Yuanfeng Ji; Lu Zhang 060; Jiaxiang Wu 001; Bingzhe Wu; Long-Kai Huang; Tingyang Xu; Yu Rong 001; Lanqing Li; Jie Ren; Ding Xue; Houtim Lai; Shaoyong Xu; et al. (CoRR, 2022)

HunYuan_tvr for Text-Video Retrievial. - Shaobo Min; Weijie Kong; Rong-Cheng Tu; Dihong Gong; Chengfei Cai; Wenzhe Zhao; Chenyang Liu; Sixiao Zheng; Hongfa Wang; Zhifeng Li 001; Wei Liu 005 (CoRR, 2022)

Efficient-Adam: Communication-Efficient Distributed Adam with Complexity Analysis. - Congliang Chen; Li Shen 005; Wei Liu 005; Zhi-Quan Luo (CoRR, 2022)

Egocentric Video-Language Pretraining. - Kevin Qinghong Lin; Alex Jinpeng Wang; Mattia Soldan; Michael Wray; Rui Yan 001; Eric Zhongcong Xu; Difei Gao; Rong-Cheng Tu; Wenzhe Zhao; Weijie Kong; Chengfei Cai; Hongfa Wang; et al. (CoRR, 2022)

Egocentric Video-Language Pretraining @ EPIC-KITCHENS-100 Multi-Instance Retrieval Challenge 2022. - Kevin Qinghong Lin; Alex Jinpeng Wang; Rui Yan 001; Eric Zhongcong Xu; Rong-Cheng Tu; Yanru Zhu; Wenzhe Zhao; Weijie Kong; Chengfei Cai; Hongfa Wang; Wei Liu 005; Mike Zheng Shou (CoRR, 2022)

Egocentric Video-Language Pretraining @ Ego4D Challenge 2022. - Kevin Qinghong Lin; Alex Jinpeng Wang; Mattia Soldan; Michael Wray; Rui Yan 001; Eric Zhongcong Xu; Difei Gao; Rong-Cheng Tu; Wenzhe Zhao; Weijie Kong; Chengfei Cai; Hongfa Wang; et al. (CoRR, 2022)

Boosting Multi-Modal E-commerce Attribute Value Extraction via Unified Learning Scheme and Dynamic Range Minimization. - Mengyin Liu; Chao Zhu 003; Hongyu Gao; Weibo Gu; Hongfa Wang; Wei Liu 005; Xu-Cheng Yin (CoRR, 2022)

DPTNet: A Dual-Path Transformer Architecture for Scene Text Detection. - Jingyu Lin; Jie Jiang 015; Yan Yan 001; Chunchao Guo; Hongfa Wang; Wei Liu 005; Hanzi Wang (CoRR, 2022)

Towards In-distribution Compatibility in Out-of-distribution Detection. - Boxi Wu; Jie Jiang 015; Haidong Ren; Zifan Du; Wenxiao Wang 001; Zhifeng Li 001; Deng Cai 001; Xiaofei He 001; Binbin Lin; Wei Liu 005 (CoRR, 2022)

ImDrug: A Benchmark for Deep Imbalanced Learning in AI-aided Drug Discovery. - Lanqing Li; Liang Zeng 002; Ziqi Gao; Shen Yuan; Yatao Bian; Bingzhe Wu; Hengtong Zhang; Chan Lu; Yang Yu 010; Wei Liu 005; Hongteng Xu; Jia Li 009; et al. (CoRR, 2022)

A Survey of Deep Face Restoration: Denoise, Super-Resolution, Deblur, Artifact Removal. - Tao Wang 052; Kaihao Zhang; Xuanxi Chen; Wenhan Luo; Jiankang Deng; Tong Lu; Xiaochun Cao; Wei Liu 005; Hongdong Li; Stefanos Zafeiriou (CoRR, 2022)

Curriculum-based Asymmetric Multi-task Reinforcement Learning. - Hanchi Huang; Deheng Ye; Li Shen 005; Wei Liu 005 (CoRR, 2022)

MoralDial: A Framework to Train and Evaluate Moral Dialogue Systems via Constructing Moral Discussions. - Hao Sun 012; Zhexin Zhang; Fei Mi; Yasheng Wang; Wei Liu 005; Jianwei Cui 002; Bin Wang 004; Qun Liu 001; Minlie Huang (CoRR, 2022)

Waveform level adversarial example generation for joint attacks against both automatic speaker verification and spoofing countermeasures. - Xingyu Zhang; Xiongwei Zhang; Wei Liu 005; Xia Zou; Meng Sun 001; Jian Zhao 006 (Eng. Appl. Artif. Intell., 2022)

Beyond Monocular Deraining: Parallel Stereo Deraining Network Via Semantic Prior. - Kaihao Zhang; Wenhan Luo; Yanjiang Yu; Wenqi Ren; Fang Zhao 006; Changsheng Li; Lin Ma 002; Wei Liu 005; Hongdong Li (Int. J. Comput. Vis., 2022)

Perceptual quality assessment for no-reference image via optimization-based meta-learning. - Longsheng Wei; Qingqing Yan; Wei Liu 005; Dapeng Luo (Inf. Sci., 2022)

Towards Practical Adam: Non-Convexity, Convergence Theory, and Mini-Batch Acceleration. - Congliang Chen; Li Shen 005; Fangyu Zou; Wei Liu 005 (J. Mach. Learn. Res., 2022)

End2End Occluded Face Recognition by Masking Corrupted Features. - Haibo Qiu; Dihong Gong; Zhifeng Li 001; Wei Liu 005; Dacheng Tao (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Spatiotemporal Co-Attention Recurrent Neural Networks for Human-Skeleton Motion Prediction. - Xiangbo Shu; Liyan Zhang 001; Guo-Jun Qi; Wei Liu 005; Jinhui Tang 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

AlphaGAN: Fully Differentiable Architecture Search for Generative Adversarial Networks. - Yuesong Tian; Li Shen 008; Li Shen 005; Guinan Su; Zhifeng Li 001; Wei Liu 005 (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Self-Supervised Video Representation Learning by Uncovering Spatio-Temporal Statistics. - Jiangliu Wang; Jianbo Jiao; Linchao Bao; Shengfeng He; Wei Liu 005; Yunhui Liu 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Semantic Conditioned Dynamic Modulation for Temporal Sentence Grounding in Videos. - Yitian Yuan; Lin Ma 002; Jingwen Wang 003; Wei Liu 005; Wenwu Zhu 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Joint Face Image Restoration and Frontalization for Recognition. - Xiaoguang Tu; Jian Zhao 006; Qiankun Liu; Wenjie Ai; Guodong Guo; Zhifeng Li 001; Wei Liu 005; Jiashi Feng (IEEE Trans. Circuits Syst. Video Technol., 2022)

Image-to-Video Generation via 3D Facial Dynamics. - Xiaoguang Tu; Yingtian Zou; Jian Zhao 006; Wenjie Ai; Jian Dong; Yuan Yao 011; Zhikang Wang; Guodong Guo; Zhifeng Li 001; Wei Liu 005; Jiashi Feng (IEEE Trans. Circuits Syst. Video Technol., 2022)

Progressive Multistage Learning for Discriminative Tracking. - Weichao Li 003; Xi Li 001; Omar El Farouk Bourahla; Fuxian Huang; Fei Wu 001; Wei Liu 005; Hongmin Liu 001 (IEEE Trans. Cybern., 2022)

Enhancing Geometric Factors in Model Learning and Inference for Object Detection and Instance Segmentation. - Zhaohui Zheng 003; Ping Wang 072; Dongwei Ren; Wei Liu 005; Rongguang Ye; Qinghua Hu; Wangmeng Zuo (IEEE Trans. Cybern., 2022)

Transductive Relation-Propagation With Decoupling Training for Few-Shot Learning. - Yuqing Ma; Shihao Bai; Wei Liu 005; Shuo Wang 008; Yue Yu 001; Xiao Bai 001; Xianglong Liu 001; Meng Wang 001 (IEEE Trans. Neural Networks Learn. Syst., 2022)

DrugOOD: Out-of-Distribution Dataset Curator and Benchmark for AI-Aided Drug Discovery - a Focus on Affinity Prediction Problems with Noise Annotations. - Yuanfeng Ji; Lu Zhang 060; Jiaxiang Wu 001; Bingzhe Wu; Lanqing Li; Long-Kai Huang; Tingyang Xu; Yu Rong 001; Jie Ren; Ding Xue; Houtim Lai; Wei Liu 005; et al. (AAAI, 2023)

Symbolic Replay: Scene Graph as Prompt for Continual Learning on VQA Task. - Stan Weixian Lei; Difei Gao; Jay Zhangjie Wu; Yuxuan Wang; Wei Liu 005; Mengmi Zhang; Mike Zheng Shou (AAAI, 2023)

Towards In-Distribution Compatible Out-of-Distribution Detection. - Boxi Wu; Jie Jiang 015; Haidong Ren; Zifan Du; Wenxiao Wang 001; Zhifeng Li 001; Deng Cai 001; Xiaofei He 001; Binbin Lin; Wei Liu 005 (AAAI, 2023)

MoralDial: A Framework to Train and Evaluate Moral Dialogue Systems via Moral Discussions. - Hao Sun 012; Zhexin Zhang; Fei Mi; Yasheng Wang; Wei Liu 005; Jianwei Cui 002; Bin Wang 004; Qun Liu 001; Minlie Huang (ACL (1), 2023)

Poisson Process for Bayesian Optimization. - Xiaoxing Wang; Jiaxing Li; Chao Xue; Wei Liu 005; Weifeng Liu 001; Xiaokang Yang 001; Junchi Yan; Dacheng Tao (AutoML, 2023)

What will regularized continuous learning performs if it was used to medical image segmentation: a preliminary analysis. - Weihao Dai; Chaolu Feng; Shuaizheng Chen; Wei Liu 005; Jinzhu Yang; Dazhe Zhao (BIBM, 2023)

Seeing What You Miss: Vision-Language Pre-training with Semantic Completion Learning. - Yatai Ji; Rongcheng Tu; Jie Jiang 015; Weijie Kong; Chengfei Cai; Wenzhe Zhao; Hongfa Wang; Yujiu Yang; Wei Liu 005 (CVPR, 2023)

Towards Effective and Interpretable Human-Agent Collaboration in MOBA Games: A Communication Perspective. - Yiming Gao 007; Feiyu Liu; Liang Wang 015; Zhenjie Lian; Weixuan Wang; Siqin Li; Xianliang Wang; Xianhan Zeng; Rundong Wang; Jiawei Wang; Qiang Fu 016; Wei Yang 032; et al. (ICLR, 2023)

Evaluating Post-hoc Explanations for Graph Neural Networks via Robustness Analysis. - Junfeng Fang; Wei Liu 005; Yuan Gao 020; Zemin Liu; An Zhang 003; Xiang Wang 010; Xiangnan He 001 (NeurIPS, 2023)

Punctuation-level Attack: Single-shot and Single Punctuation Can Fool Text Models. - Wenqiang Wang; Chongyang Du; Tao Wang 052; Kaihao Zhang; Wenhan Luo; Lin Ma 002; Wei Liu 005; Xiaochun Cao (NeurIPS, 2023)

Overview of the NLPCC 2023 Shared Task 9: User Feedback Prediction and Response Generation. - Hanlin Teng; Hongda Sun 001; Wei Liu 005; Shuang Dong; Rui Yan 001; Jian Luan 001; Bin Wang 004 (NLPCC (3), 2023)

Sample Dropout: A Simple yet Effective Variance Reduction Technique in Deep Policy Optimization. - Zichuan Lin; Xiapeng Wu; Mingfei Sun 001; Deheng Ye; Qiang Fu 016; Wei Yang 032; Wei Liu 005 (CoRR, 2023)

OmniForce: On Human-Centered, Large Model Empowered and Cloud-Edge Collaborative AutoML System. - Chao Xue; Wei Liu 005; Shuai Xie; Zhenfang Wang; Jiaxing Li; Xuyang Peng; Liang Ding 006; Shanshan Zhao 001; Qiong Cao; Yibo Yang; Fengxiang He; Bohua Cai; et al. (CoRR, 2023)

Img2Vec: A Teacher of High Token-Diversity Helps Masked AutoEncoders. - Heng Pan; Chenyang Liu; Wenxiao Wang 001; Li Yuan 001; Hongfa Wang; Zhifeng Li 001; Wei Liu 005 (CoRR, 2023)

Global and Local Semantic Completion Learning for Vision-Language Pre-training. - Rong-Cheng Tu; Yatai Ji; Jie Jiang 015; Weijie Kong; Chengfei Cai; Wenzhe Zhao; Hongfa Wang; Yujiu Yang; Wei Liu 005 (CoRR, 2023)

UniMC: A Unified Framework for Long-Term Memory Conversation via Relevance Representation Learning. - Kang Zhao; Wei Liu 005; Jian Luan 001; Minglei Gao; Li Qian; Hanlin Teng; Bin Wang 004 (CoRR, 2023)

CMATH: Can Your Language Model Pass Chinese Elementary School Math Test? - Tianwen Wei; Jian Luan 001; Wei Liu 005; Shuang Dong; Bin Wang 004 (CoRR, 2023)

LLDiffusion: Learning Degradation Representations in Diffusion Models for Low-Light Image Enhancement. - Tao Wang 052; Kaihao Zhang; Ziqian Shao; Wenhan Luo; Björn Stenger; Tae-Kyun Kim 001; Wei Liu 005; Hongdong Li (CoRR, 2023)

Master-slave Deep Architecture for Top-K Multi-armed Bandits with Non-linear Bandit Feedback and Diversity Constraints. - Hanchi Huang; Li Shen 008; Deheng Ye; Wei Liu 005 (CoRR, 2023)

LanguageBind: Extending Video-Language Pretraining to N-modality by Language-based Semantic Alignment. - Bin Zhu; Bin Lin 014; Munan Ning; Yang Yan; Jiaxi Cui; Hongfa Wang; Yatian Pang; Wenhao Jiang; Junwu Zhang; Zongwei Li; Wancai Zhang; Zhifeng Li 001; et al. (CoRR, 2023)

From Indeterminacy to Determinacy: Augmenting Logical Reasoning Capabilities with Large Language Models. - Hongda Sun 001; Weikai Xu; Wei Liu 005; Jian Luan 001; Bin Wang 004; Shuo Shang; Ji-Rong Wen; Rui Yan 001 (CoRR, 2023)

Smooth Video Synthesis with Noise Constraints on Diffusion Models for One-shot Video Tuning. - Liang Peng; Haoran Cheng; Zheng Yang 008; Ruisi Zhao; Linxuan Xia; Chaotian Song; Qinglin Lu; Wei Liu 005; Boxi Wu (CoRR, 2023)

Local Conditional Controlling for Text-to-Image Diffusion Models. - Yibo Zhao; Liang Peng; Yang Yang 002; Zekai Luo; Hengjia Li; Yao Chen; Wei Zhao 019; Qinglin Lu; Wei Liu 005; Boxi Wu (CoRR, 2023)

Sample Complexity for Distributionally Robust Learning under chi-square divergence. - Zhengyu Zhou; Wei Liu 005 (J. Mach. Learn. Res., 2023)

Robust Pose Transfer With Dynamic Details Using Neural Video Rendering. - Yang-Tian Sun; Hao-Zhi Huang 001; Xuan Wang 009; Yu-Kun Lai; Wei Liu 005; Lin Gao 004 (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Enhanced Spatio-Temporal Interaction Learning for Video Deraining: Faster and Better. - Kaihao Zhang; Dongxu Li; Wenhan Luo; Wenqi Ren; Wei Liu 005 (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Plug-and-Play Regulators for Image-Text Matching. - Haiwen Diao; Ying Zhang 021; Wei Liu 005; Xiang Ruan; Huchuan Lu (IEEE Trans. Image Process., 2023)

Efficient-Adam: Communication-Efficient Distributed Adam. - Congliang Chen; Li Shen 008; Wei Liu 005; Zhi-Quan Luo (IEEE Trans. Signal Process., 2023)

Global Perception-Based Robust Parking Space Detection Using a Low-Cost Camera. - Li Wang 092; Xinyu Zhang 001; Weijia Zeng; Wei Liu 005; Lei Yang 060; Jun Li 082; Huaping Liu 001 (IEEE Trans. Intell. Veh., 2023)

3D Street Object Detection from Monocular Images Using Deep Learning and Depth Information. - Wei Liu 005; Tao Zhang; Yun Ma 014; Longsheng Wei (J. Adv. Comput. Intell. Intell. Informatics, 2023)

EDFace-Celeb-1 M: Benchmarking Face Hallucination With a Million-Scale Dataset. - Kaihao Zhang; Dongxu Li; Wenhan Luo; Jingyu Liu 004; Jiankang Deng; Wei Liu 005; Stefanos Zafeiriou (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Curriculum-Based Asymmetric Multi-Task Reinforcement Learning. - Hanchi Huang; Deheng Ye; Li Shen 008; Wei Liu 005 (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Differentiable Neural Architecture Search for Extremely Lightweight Image Super-Resolution. - Han Huang; Li Shen 008; Chaoyang He 001; Weisheng Dong; Wei Liu 005 (IEEE Trans. Circuits Syst. Video Technol., 2023)

THAT-Net: Two-layer hidden state aggregation based two-stream network for traffic accident prediction. - Wei Liu 005; Tao Zhang; Yisheng Lu; Jun Chen 019; Longsheng Wei (Inf. Sci., 2023)

Unsupervised Cross-Modal Hashing With Modality-Interaction. - Rong-Cheng Tu; Jie Jiang 015; Qinghong Lin; Chengfei Cai; Shangxuan Tian; Hongfa Wang; Wei Liu 005 (IEEE Trans. Circuits Syst. Video Technol., 2023)

Bilateral Relation Distillation for Weakly Supervised Temporal Action Localization. - Zhe Xu 009; Kun Wei; Erkun Yang; Cheng Deng; Wei Liu 005 (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

LARNeXt: End-to-End Lie Algebra Residual Network for Face Recognition. - Xiaolong Yang; Xiaohong Jia 001; Dihong Gong; Dong-Ming Yan 001; Zhifeng Li 001; Wei Liu 005 (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

A meaningful learning method for zero-shot semantic segmentation. - Xianglong Liu 001; Shihao Bai; Shan An; Shuo Wang 008; Wei Liu 005; Xiaowei Zhao; Yuqing Ma (Sci. China Inf. Sci., 2023)

Distributionally Robust Memory Evolution With Generalized Divergence for Continual Learning. - Zhenyi Wang 001; Li Shen 008; Tiehang Duan; Qiuling Suo; Le Fang; Wei Liu 005; Mingchen Gao (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Mobile-Bench: An Evaluation Benchmark for LLM-based Mobile Agents. - Shihan Deng; Weikai Xu; Hongda Sun 001; Wei Liu 005; Tao Tan; Jianfeng Liu 005; Ang Li; Jian Luan 001; Bin Wang 004; Rui Yan 001; Shuo Shang (ACL (1), 2024)

A Comprehensive Evaluation of Quantization Strategies for Large Language Models. - Renren Jin; Jiangcun Du; Wuwei Huang; Wei Liu 005; Jian Luan 001; Bin Wang 004; Deyi Xiong (ACL (Findings), 2024)

Pruning Large Language Models to Intra-module Low-rank Architecture with Transitional Activations. - Bowen Shen; Zheng Lin 001; Daren Zha; Wei Liu 005; Jian Luan 001; Bin Wang 004; Weiping Wang 005 (ACL (Findings), 2024)

DetermLR: Augmenting LLM-based Logical Reasoning from Indeterminacy to Determinacy. - Hongda Sun 001; Weikai Xu; Wei Liu 005; Jian Luan 001; Bin Wang 004; Shuo Shang; Ji-Rong Wen; Rui Yan 001 (ACL (1), 2024)

ToolRerank: Adaptive and Hierarchy-Aware Reranking for Tool Retrieval. - Yuanhang Zheng; Peng Li 021; Wei Liu 005; Yang Liu 005; Jian Luan 001; Bin Wang 004 (LREC/COLING, 2024)

BadCLIP: Trigger-Aware Prompt Learning for Backdoor Attacks on CLIP. - Jiawang Bai; Kuofeng Gao; Shaobo Min; Shu-Tao Xia; Zhifeng Li 001; Wei Liu 005 (CVPR, 2024)

SUBLLM: A Novel Efficient Architecture with Token Sequence Subsampling for LLM. - Quandong Wang; Yuxuan Yuan; Xiaoyu Yang 005; Ruike Zhang; Kang Zhao; Wei Liu 005; Jian Luan 001; Daniel Povey; Bin Wang 004 (ECAI, 2024)

OMG: Occlusion-Friendly Personalized Multi-concept Generation in Diffusion Models. - Zhe Kong; Yong Zhang 034; Tianyu Yang 003; Tao Wang 052; Kaihao Zhang; Bizhu Wu; Guanying Chen; Wei Liu 005; Wenhan Luo (ECCV (31), 2024)

Prompting Future Driven Diffusion Model for Hand Motion Prediction. - Bowen Tang 002; Kaihao Zhang; Wenhan Luo; Wei Liu 005; Hongdong Li (ECCV (7), 2024)

Mixture of Diverse Size Experts. - Manxi Sun; Wei Liu 005; Jian Luan 001; Pengzhi Gao; Bin Wang 004 (EMNLP (Industry Track), 2024)

ToolPlanner: A Tool Augmented LLM for Multi Granularity Instructions with Path Planning and Feedback. - Qinzhuo Wu; Wei Liu 005; Jian Luan 001; Bin Wang 004 (EMNLP, 2024)

MobileVLM: A Vision-Language Model for Better Intra- and Inter-UI Understanding. - Qinzhuo Wu; Weikai Xu; Wei Liu 005; Tao Tan; Jianfeng Liu 005; Ang Li; Jian Luan 001; Bin Wang 004; Shuo Shang (EMNLP (Findings), 2024)

Enhancing Human Experience in Human-Agent Collaboration: A Human-Centered Modeling Approach Based on Positive Human Gain. - Yiming Gao 007; Feiyu Liu; Liang Wang 015; Dehua Zheng; Zhenjie Lian; Weixuan Wang; Wenjin Yang; Siqin Li; Xianliang Wang; Wenhui Chen; Jing Dai; Qiang Fu 016; et al. (ICLR, 2024)

Inducing High Energy-Latency of Large Vision-Language Models with Verbose Images. - Kuofeng Gao; Yang Bai; Jindong Gu; Shu-Tao Xia; Philip Torr 001; Zhifeng Li 001; Wei Liu 005 (ICLR, 2024)

EBMDock: Neural Probabilistic Protein-Protein Docking via a Differentiable Energy Model. - Huaijin Wu; Wei Liu 005; Yatao Bian; Jiaxiang Wu 001; Nianzu Yang; Junchi Yan (ICLR, 2024)

LanguageBind: Extending Video-Language Pretraining to N-modality by Language-based Semantic Alignment. - Bin Zhu; Bin Lin 014; Munan Ning; Yang Yan; Jiaxi Cui; Hongfa Wang; Yatian Pang; Wenhao Jiang; Junwu Zhang; Zongwei Li; Caiwan Zhang; Zhifeng Li 001; et al. (ICLR, 2024)

$ text{Di}^2 text{Pose}$: Discrete Diffusion Model for Occluded 3D Human Pose Estimation. - Weiquan Wang; Jun Xiao 001; Chunping Wang; Wei Liu 005; Zhao Wang; Long Chen 016 (NeurIPS, 2024)

Follow-Your-Emoji: Fine-Controllable and Expressive Freestyle Portrait Animation. - Yue Ma; Hongyu Liu; Hongfa Wang; Heng Pan; Yingqing He; Junkun Yuan; Ailing Zeng; Chengfei Cai; Heung-Yeung Shum; Wei Liu 005; Qifeng Chen (SIGGRAPH Asia, 2024)

DrugAssist: a large language model for molecule optimization. - Geyan Ye; Xibao Cai; Houtim Lai; Xing Wang 007; Junhong Huang; Longyue Wang; Wei Liu 005; Xiangxiang Zeng (Briefings Bioinform., 2024)

SeeMore: a spatiotemporal predictive model with bidirectional distillation and level-specific meta-adaptation. - Yuqing Ma; Wei Liu 005; Yajun Gao; Yang Yuan; Shihao Bai; Haotong Qin; Xianglong Liu 001 (Sci. China Inf. Sci., 2024)

Follow-Your-Click: Open-domain Regional Image Animation via Short Prompts. - Yue Ma; Yingqing He; Hongfa Wang; Andong Wang; Chenyang Qi; Chengfei Cai; Xiu Li 001; Zhifeng Li 001; Heung-Yeung Shum; Wei Liu 005; Qifeng Chen (CoRR, 2024)

DialogGen: Multi-modal Interactive Dialogue System for Multi-turn Text-to-Image Generation. - Minbin Huang; Yanxin Long; Xinchi Deng; Ruihang Chu; Jiangfeng Xiong; Xiaodan Liang; Hong Cheng 001; Qinglin Lu; Wei Liu 005 (CoRR, 2024)

LoRA-Composer: Leveraging Low-Rank Adaptation for Multi-Concept Customization in Training-Free Diffusion Models. - Yang Yang 002; Wen Wang; Liang Peng; Chaotian Song; Yao Chen; Hengjia Li; Xiaolong Yang; Qinglin Lu; Deng Cai 001; Boxi Wu; Wei Liu 005 (CoRR, 2024)

Energy-Latency Manipulation of Multi-modal Large Language Models via Verbose Samples. - Kuofeng Gao; Jindong Gu; Yang Bai; Shu-Tao Xia; Philip Torr 001; Wei Liu 005; Zhifeng Li 001 (CoRR, 2024)

Functional Protein Design with Local Domain Alignment. - Chaohao Yuan; Songyou Li; Geyan Ye; Yikun Zhang; Long-Kai Huang; Wenbing Huang 001; Wei Liu 005; Jianhua Yao 001; Yu Rong 001 (CoRR, 2024)

Atomas: Hierarchical Alignment on Molecule-Text for Unified Molecule Understanding and Generation. - Yikun Zhang; Geyan Ye; Chaohao Yuan; Bo Han 003; Long-Kai Huang; Jianhua Yao 001; Wei Liu 005; Yu Rong 001 (CoRR, 2024)

FreeTuner: Any Subject in Any Style with Training-free Diffusion. - Youcan Xu; Zhen Wang 004; Jun Xiao 001; Wei Liu 005; Long Chen 016 (CoRR, 2024)

Di2Pose: Discrete Diffusion Model for Occluded 3D Human Pose Estimation. - Weiquan Wang; Jun Xiao 001; Chunping Wang; Wei Liu 005; Zhao Wang; Long Chen 016 (CoRR, 2024)

Follow-Your-Pose v2: Multiple-Condition Guided Character Image Animation for Stable Pose Control. - Jingyun Xue; Hongfa Wang; Qi Tian 001; Yue Ma; Andong Wang; Zhiyuan Zhao; Shaobo Min; Wenzhe Zhao; Kaihao Zhang; Heung-Yeung Shum; Wei Liu 005; Mengyang Liu; et al. (CoRR, 2024)

Video-Language Alignment via Spatio-Temporal Graph Transformer. - Shi-Xue Zhang; Hongfa Wang; Xiaobin Zhu 001; Weibo Gu; Tianjin Zhang; Chun Yang; Wei Liu 005; Xu-Cheng Yin (CoRR, 2024)

Follow-Your-Canvas: Higher-Resolution Video Outpainting with Extensive Content Generation. - Qihua Chen; Yue Ma; Hongfa Wang; Junkun Yuan; Wenzhe Zhao; Qi Tian 001; Hongmei Wang; Shaobo Min; Qifeng Chen; Wei Liu 005 (CoRR, 2024)

Exploring the Generalization Capabilities of AID-based Bi-level Optimization. - Congliang Chen; Li Shen 008; Zhiqiang Xu 003; Wei Liu 005; Zhi-Quan Luo; Peilin Zhao (CoRR, 2024)

KG-Retriever: Efficient Knowledge Indexing for Retrieval-Augmented Large Language Models. - Weijie Chen; Ting Bai; Jinbo Su; Jian Luan 001; Wei Liu 005; Chuan Shi 001 (CoRR, 2024)

A blockchain-based smart contract model for secured energy trading management in smart microgrids. - Xiaole Su; Yuanchao Hu; Wei Liu 005; Zhipeng Jiang; Chan Qiu; Jie Xiong; Ju Sun (Secur. Priv., 2024)

LENFusion: A Joint Low-Light Enhancement and Fusion Network for Nighttime Infrared and Visible Image Fusion. - Jun Chen 019; Liling Yang; Wei Liu 005; Xin Tian 006; Jiayi Ma 001 (IEEE Trans. Instrum. Meas., 2024)

Unsupervised Out-of-Distribution Object Detection via PCA-Driven Dynamic Prototype Enhancement. - Aming Wu; Cheng Deng; Wei Liu 005 (IEEE Trans. Image Process., 2024)

Bounding Box Vectorization for Oriented Object Detection With Tanimoto Coefficient Regression. - Linfei Wang; Yibing Zhan; Wei Liu 005; Baosheng Yu; Dapeng Tao (IEEE Trans. Multim., 2024)

Learning discriminative foreground-and-background features for few-shot segmentation. - Cong Jiang; Yange Zhou; Zhaoshuo Liu; Chaolu Feng; Wei Liu 005; Jinzhu Yang (Multim. Tools Appl., 2024)

Semi-supervised anomaly detection in video surveillance by inpainting. - Wei Liu 005; Mingqiang Gao; Shuaidong Duan; Longsheng Wei (Multim. Tools Appl., 2024)

CrossFormer++: A Versatile Vision Transformer Hinging on Cross-Scale Attention. - Wenxiao Wang 001; Wei Chen 005; Qibo Qiu; Long Chen 016; Boxi Wu; Binbin Lin; Xiaofei He 001; Wei Liu 005 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

MC-Blur: A Comprehensive Benchmark for Image Deblurring. - Kaihao Zhang; Tao Wang 052; Wenhan Luo; Wenqi Ren; Björn Stenger; Wei Liu 005; Hongdong Li; Ming-Hsuan Yang 001 (IEEE Trans. Circuits Syst. Video Technol., 2024)

Causality-Invariant Interactive Mining for Cross-Modal Similarity Learning. - Jiexi Yan; Cheng Deng; Heng Huang; Wei Liu 005 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

GridFormer: Residual Dense Transformer with Grid Structure for Image Restoration in Adverse Weather Conditions. - Tao Wang 052; Kaihao Zhang; Ziqian Shao; Wenhan Luo; Björn Stenger; Tong Lu; Tae-Kyun Kim 001; Wei Liu 005; Hongdong Li (Int. J. Comput. Vis., 2024)

NICEST: Noisy Label Correction and Training for Robust Scene Graph Generation. - Lin Li 065; Jun Xiao 001; Hanrong Shi; Hanwang Zhang; Yi Yang 001; Wei Liu 005; Long Chen 016 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

A Unified Analysis of AdaGrad With Weighted Aggregation and Momentum Acceleration. - Li Shen 008; Congliang Chen; Fangyu Zou; Zequn Jie; Ju Sun; Wei Liu 005 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Sequential Manipulation Against Rank Aggregation: Theory and Algorithm. - Ke Ma 001; Qianqian Xu; Jinshan Zeng; Wei Liu 005; Xiaochun Cao; Yingfei Sun; Qingming Huang (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Towards a Flexible Semantic Guided Model for Single Image Enhancement and Restoration. - Yuhui Wu 001; Guoqing Wang 001; Shaochong Liu; Yang Yang 002; Wei Liu 005; Xiongxin Tang; Shuhang Gu; Chongyi Li; Heng Tao Shen (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Wasserstein Discriminant Dictionary Learning for Graph Representation. - Tong Zhang 021; Guangbu Liu; Zhen Cui 001; Wei Liu 005; Wenming Zheng; Jian Yang 003 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Master-Slave Deep Architecture for Top-K Multiarmed Bandits With Nonlinear Bandit Feedback and Diversity Constraints. - Hanchi Huang; Li Shen 008; Deheng Ye; Wei Liu 005 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Learnable Central Similarity Quantization for Efficient Image and Video Retrieval. - Li Yuan 007; Tao Wang 053; Xiaopeng Zhang 008; Francis Eng Hock Tay; Zequn Jie; Yonghong Tian 001; Wei Liu 005; Jiashi Feng (IEEE Trans. Neural Networks Learn. Syst., 2024)

Infinite-Canvas: Higher-Resolution Video Outpainting with Extensive Content Generation. - Qihua Chen; Yue Ma; Hongfa Wang; Junkun Yuan; Wenzhe Zhao; Qi Tian 001; Hongmei Wang; Shaobo Min; Qifeng Chen; Wei Liu 005 (AAAI, 2025)

Stability and Generalization of Zeroth-Order Decentralized Stochastic Gradient Descent with Changing Topology. - Xiaolin Hu; Zixuan Gong; Gengze Xu; Wei Liu 005; Jian Luan 001; Bin Wang 004; Yong Liu 020 (AAAI, 2025)

Follow-Your-Click: Open-domain Regional Image Animation via Motion Prompts. - Yue Ma; Yingqing He; Hongfa Wang; Andong Wang; Leqi Shen; Chenyang Qi; Jixuan Ying; Chengfei Cai; Zhifeng Li 001; Heung-Yeung Shum; Wei Liu 005; Qifeng Chen (AAAI, 2025)

Local Conditional Controlling for Text-to-Image Diffusion Models. - Yibo Zhao; Liang Peng; Yang Yang 002; Zekai Luo; Hengjia Li; Yao Chen; Zheng Yang 008; Xiaofei He 001; Wei Zhao 019; Qinglin Lu; Wei Liu 005; Boxi Wu (AAAI, 2025)

HoPE: A Novel Positional Encoding Without Long-Term Decay for Enhanced Context Awareness and Extrapolation. - Yuhan Chen 001; Ang Lv; Jian Luan 001; Bin Wang 004; Wei Liu 005 (ACL (1), 2025)

Global Eye: Breaking the "Fixed Thinking Pattern" during the Instruction Expansion Process. - Wenxuan Lu; Wei Liu 005; Jian Luan 001; Bin Wang 004; Songhao Jiang; Tianning Zang (ACL (1), 2025)

Browsing Like Human: A Multimodal Web Agent with Experiential Fast-and-Slow Thinking. - Haohao Luo; Jiayi Kuang; Wei Liu 005; Ying Shen 001; Jian Luan 001; Yang Deng 002 (ACL (1), 2025)

TailorKV: A Hybrid Framework for Long-Context Inference via Tailored KV Cache Optimization. - Dingyu Yao; Bowen Shen; Zheng Lin 001; Wei Liu 005; Jian Luan 001; Bin Wang 004; Weiping Wang 005 (ACL (Findings), 2025)

Weaving Context Across Images: Improving Vision-Language Models through Focus-Centric Visual Chains. - Juntian Zhang; Chuanqi Cheng; Yuhan Liu; Wei Liu 005; Jian Luan 001; Rui Yan 001 (ACL (1), 2025)

More is not always better? Enhancing Many-Shot In-Context Learning with Differentiated and Reweighting Objectives. - Xiaoqing Zhang; Ang Lv; Yuhan Liu; Flood Sung; Wei Liu 005; Jian Luan 001; Shuo Shang; Xiuying Chen; Rui Yan 001 (ACL (1), 2025)

Large Language and Protein Assistant for Protein-Protein Interactions Prediction. - Peng Zhou 011; Pengsen Ma; Jianmin Wang 016; Xibao Cai; Haitao Huang; Wei Liu 005; Longyue Wang; Lai Hou Tim; Xiangxiang Zeng (ACL (1), 2025)

PMSS: Pretrained Matrices Skeleton Selection for LLM Fine-tuning. - Qibin Wang; Xiaolin Hu; Weikai Xu; Wei Liu 005; Jian Luan 001; Bin Wang 004 (COLING, 2025)

Towards Multiple Character Image Animation Through Enhancing Implicit Decoupling. - Jingyun Xue; Hongfa Wang; Qi Tian 001; Yue Ma; Andong Wang; Zhiyuan Zhao; Shaobo Min; Wenzhe Zhao; Kaihao Zhang; Heung-Yeung Shum; Wei Liu 005; Mengyang Liu; et al. (ICLR, 2025)

Atomas: Hierarchical Adaptive Alignment on Molecule-Text for Unified Molecule Understanding and Generation. - Yikun Zhang; Geyan Ye; Chaohao Yuan; Bo Han 003; Long-Kai Huang; Jianhua Yao 001; Wei Liu 005; Yu Rong 001 (ICLR, 2025)

MobileSteward: Integrating Multiple App-Oriented Agents with Self-Evolution to Automate Cross-App Instructions. - Yuxuan Liu 009; Hongda Sun 001; Wei Liu 005; Jian Luan 001; Bo Du 001; Rui Yan 001 (KDD (1), 2025)

Annotation-guided Protein Design with Multi-Level Domain Alignment. - Chaohao Yuan; Songyou Li; Geyan Ye; Yikun Zhang; Long-Kai Huang; Wenbing Huang 001; Wei Liu 005; Jianhua Yao 001; Yu Rong 001 (KDD (1), 2025)

Multilingual Machine Translation with Open Large Language Models at Practical Scale: An Empirical Study. - Menglong Cui; Pengzhi Gao; Wei Liu 005; Jian Luan 001; Bin Wang 004 (NAACL (Long Papers), 2025)

DialogGen: Multi-modal Interactive Dialogue System with Multi-turn Text-Image Generation. - Minbin Huang; Yanxin Long; Xinchi Deng; Ruihang Chu; Jiangfeng Xiong; Xiaodan Liang; Hong Cheng 001; Qinglin Lu; Wei Liu 005 (NAACL (Findings), 2025)

ReachAgent: Enhancing Mobile Agent via Page Reaching and Operation. - Qinzhuo Wu; Wei Liu 005; Jian Luan 001; Bin Wang 004 (NAACL (Long Papers), 2025)

DoTA: Weight-Decomposed Tensor Adaptation for Large Language Models. - Xiaolin Hu; Xiang Cheng; Peiyu Liu; Wei Liu 005; Jian Luan 001; Bin Wang 004; Yong Liu 020 (PAKDD (5), 2025)

Optimize Quantization for Large Language Models via Progressive Training. - Jiangcun Du; Renren Jin; Wuwei Huang; Wei Liu 005; Jian Luan 001; Deyi Xiong (WWW (Companion Volume), 2025)

Tencent Text-Video Retrieval: Hierarchical Cross-Modal Interactions With Multi-Level Representations. - Jie Jiang 015; Shaobo Min; Weijie Kong; Hongfa Wang; Zhifeng Li 001; Wei Liu 005 (IEEE Access, 2025)

CCAF-Net: Cascade Complementarity-Aware Fusion Network for traffic accident prediction in dashcam videos. - Wei Liu 005; Yafei Li; Tao Zhang; Yixiang Gao; Longsheng Wei; Jun Chen 019 (Neurocomputing, 2025)

Evaluation of techniques for automated classification and artery quantification of the circle of Willis on TOF-MRA images: The CROWN challenge. - Iris N. Vos; Ynte M. Ruigrok; Edwin Bennink; Mireille R. E. Velthuis; Barbara Paic; Maud E. H. Ophelders; Myrthe A. D. Buser; Bas H. M. van der Velden; Chen Geng 002; Matthieu Coupet; Félix Dumais; Adrian Galdran; et al. (Medical Image Anal., 2025)

LLDiffusion: Learning degradation representations in diffusion models for low-light image enhancement. - Tao Wang 052; Kaihao Zhang; Yong Zhang 034; Wenhan Luo; Björn Stenger; Tong Lu; Tae-Kyun Kim 001; Wei Liu 005 (Pattern Recognit., 2025)

More is not always better? Enhancing Many-Shot In-Context Learning with Differentiated and Reweighting Objectives. - XiaoQing Zhang; Ang Lv; Yuhan Liu; Flood Sung; Wei Liu 005; Shuo Shang; Xiuying Chen; Rui Yan 001 (CoRR, 2025)

Pastiche Novel Generation Creating: Fan Fiction You Love in Your Favorite Author's Style. - Xueran Han; Yuhan Liu; Mingzhe Li 001; Wei Liu 005; Sen Hu; Rui Yan 001; Zhiqiang Xu 003; Xiuying Chen (CoRR, 2025)

Fast and Accurate Antibody Sequence Design via Structure Retrieval. - Xingyi Zhang 003; Kun Xie 010; Ningqiao Huang; Wei Liu 005; Peilin Zhao; Sibo Wang 001; Kangfei Zhao; Biaobin Jiang (CoRR, 2025)

DanceGRPO: Unleashing GRPO on Visual Generation. - Zeyue Xue; Jie Wu 001; Yu Gao; Fangyuan Kong; Lingting Zhu; Mengzhao Chen; Zhiheng Liu; Wei Liu 005; Qiushan Guo; Weilin Huang; Ping Luo 002 (CoRR, 2025)

Mobile-Bench-v2: A More Realistic and Comprehensive Benchmark for VLM-based Mobile Agents. - Weikai Xu; Zhizheng Jiang; Yuxuan Liu 009; Pengzhi Gao; Wei Liu 005; Jian Luan 001; Yuanchun Li; Yunxin Liu 001; Bin Wang 004; Bo An 001 (CoRR, 2025)

Enhance Mobile Agents Thinking Process Via Iterative Preference Learning. - Kun Huang; Weikai Xu; Yuxuan Liu 009; Quandong Wang; Pengzhi Gao; Wei Liu 005; Jian Luan 001; Bin Wang 004; Bo An 001 (CoRR, 2025)

BacktrackAgent: Enhancing GUI Agent with Error Detection and Backtracking Mechanism. - Qinzhuo Wu; Pengzhi Gao; Wei Liu 005; Jian Luan 001 (CoRR, 2025)

DGL-GAN: discriminator-guided GAN compression. - Yuesong Tian; Li Shen 008; Xiang Tian 002; Dacheng Tao; Zhifeng Li 001; Wei Liu 005; Yaowu Chen (Vis. Comput., 2025)

Heterogeneous Group-Based Reinforcement Learning for LLM-based Multi-Agent Systems. - Guanzhong Chen; Shaoxiong Yang; Chao Li 033; Wei Liu 005; Jian Luan 001; Zenglin Xu (CoRR, 2025)

TaP: A Taxonomy-Guided Framework for Automated and Scalable Preference Data Generation. - Renren Jin; Tianhao Shen; Xinwei Wu 001; Dan Shi 001; Haoran Sun; Wuwei Huang; Quandong Wang; Wei Liu 005; Jian Luan 001; Bin Wang 004; Deyi Xiong (CoRR, 2025)

Hijacking JARVIS: Benchmarking Mobile GUI Agents against Unprivileged Third Parties. - Guohong Liu 002; Jialei Ye; Jiacheng Liu; Yuanchun Li; Wei Liu 005; Pengzhi Gao; Jian Luan 001; Yunxin Liu 001 (CoRR, 2025)

Controllable Video Generation: A Survey. - Yue Ma; Kunyu Feng; Zhongyuan Hu; Xinyu Wang; Yucheng Wang; Mingzhe Zheng; Xuanhua He; Chenyang Zhu 007; Hongyu Liu; Yingqing He; Zeyu Wang; Zhifeng Li 001; et al. (CoRR, 2025)

Attention Basin: Why Contextual Position Matters in Large Language Models. - Zihao Yi; Delong Zeng; Zhenqing Ling; Haohao Luo; Zhe Xu 009; Wei Liu 005; Jian Luan 001; Wanxia Cao; Ying Shen 001 (CoRR, 2025)

A Survey on Video Temporal Grounding with Multimodal Large Language Model. - Jianlong Wu; Wei Liu 005; Ye Liu 002; Meng Liu 006; Liqiang Nie; Zhouchen Lin; Chang Wen Chen (CoRR, 2025)