UBoost: Boosting with the Universum. - Chunhua Shen; Peng Wang 015; Fumin Shen; Hanzi Wang (IEEE Trans. Pattern Anal. Mach. Intell., 2012)

Inductive Hashing on Manifolds. - Fumin Shen; Chunhua Shen; Qinfeng Shi; Anton van den Hengel; Zhenmin Tang (CVPR, 2013)

Training boosting-like algorithms with semi-supervised subspace learning. - Jingsong Xu; Qiang Wu 001; Jian Zhang 002; Fumin Shen; Zhenmin Tang (ICIP, 2013)

Generic Image Classification Approaches Excel on Face Recognition. - Fumin Shen; Chunhua Shen (CoRR, 2013)

Fast Approximate L_infty Minimization: Speeding Up Robust Regression - Fumin Shen; Chunhua Shen; Rhys Hill; Anton van den Hengel; Zhenmin Tang (CoRR, 2013)

Locality constrained representation based classification with spatial pyramid patches. - Fumin Shen; Zhenmin Tang; Jingsong Xu (Neurocomputing, 2013)

Approximate Least Trimmed Sum of Squares Fitting and Applications in Image Analysis. - Fumin Shen; Chunhua Shen; Anton van den Hengel; Zhenmin Tang (IEEE Trans. Image Process., 2013)

Face Image Classification by Pooling Raw Features. - Fumin Shen; Chunhua Shen; Heng Tao Shen (CoRR, 2014)

Face Identification with Second-Order Pooling. - Fumin Shen; Chunhua Shen; Heng Tao Shen (CoRR, 2014)

Fast approximate L∞ minimization: Speeding up robust regression. - Fumin Shen; Chunhua Shen; Rhys Hill; Anton van den Hengel; Zhenmin Tang (Comput. Stat. Data Anal., 2014)

Image classification using local linear regression. - Wankou Yang; Karl Ricanek; Fumin Shen (Neural Comput. Appl., 2014)

Boosting Separability in Semisupervised Learning for Object Classification. - Jingsong Xu; Qiang Wu 001; Jian Zhang 002; Fumin Shen; Zhenmin Tang (IEEE Trans. Circuits Syst. Video Technol., 2014)

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

Multi-view Semi-supervised Learning for Web Image Annotation. - Mengqiu Hu; Yang Yang 002; Hanwang Zhang; Fumin Shen; Jie Shao 001; Fuhao Zou (ACM Multimedia, 2015)

Multi-view Latent Hashing for Efficient Multimedia Search. - Xiao-Bo Shen; Fumin Shen; Quan-Sen Sun; Yunhao Yuan 001 (ACM Multimedia, 2015)

Visual Coding in a Semantic Hierarchy. - Yang Yang 002; Hanwang Zhang; Mingxing Zhang; Fumin Shen; Xuelong Li 001 (ACM Multimedia, 2015)

Deep Self-taught Hashing for Image Retrieval. - Ke Zhou 001; Yu Liu 040; Jingkuan Song; Linyu Yan; Fuhao Zou; Fumin Shen (ACM Multimedia, 2015)

Hashing with Inductive Supervised Learning. - Mingxing Zhang; Fumin Shen; Hanwang Zhang; Ning Xie 003; Wankou Yang (PCM (2), 2015)

Kernel Low-Rank Representation for face recognition. - Hoangvu Nguyen; Wankou Yang; Fumin Shen; Changyin Sun 001 (Neurocomputing, 2015)

Robust Discrete Spectral Hashing for Large-Scale Image Semantic Indexing. - Yang Yang 002; Fumin Shen; Heng Tao Shen; Hanxi Li; Xuelong Li 001 (IEEE Trans. Big Data, 2015)

Hashing on Nonlinear Manifolds. - Fumin Shen; Chunhua Shen; Qinfeng Shi; Anton van den Hengel; Zhenmin Tang; Heng Tao Shen (IEEE Trans. Image Process., 2015)

Dynamic User Attribute Discovery on Social Media. - Xiu Huang; Yang Yang 002; Yue Hu 008; Fumin Shen; Jie Shao 001 (APWeb (1), 2016)

Automatic image dataset construction with multiple textual metadata. - Yazhou Yao; Jian Zhang 002; Fumin Shen; Xian-Sheng Hua 001; Jingsong Xu; Zhenmin Tang (ICME, 2016)

A Unified Framework for Discrete Spectral Clustering. - Yang Yang 002; Fumin Shen; Zi Huang; Heng Tao Shen (IJCAI, 2016)

Maximum inner product search for morphological retrieval of large-scale neuron data. - Zhongyu Li 002; Fumin Shen; Ruogu Fang; Sailesh Conjeti; Amin Katouzian; Shaoting Zhang 001 (ISBI, 2016)

Discriminant Cross-modal Hashing. - Xing Xu 001; Fumin Shen; Yang Yang 002; Heng Tao Shen (ICMR, 2016)

Zero-Shot Hashing via Transferring Supervised Knowledge. - Yang Yang 002; Yadan Luo; Weilun Chen; Fumin Shen; Jie Shao 001; Heng Tao Shen (ACM Multimedia, 2016)

Bidirectional Long-Short Term Memory for Video Description. - Yi Bin; Yang Yang 002; Fumin Shen; Xing Xu 001; Heng Tao Shen (ACM Multimedia, 2016)

Joint Graph Learning and Video Segmentation via Multiple Cues and Topology Calibration. - Jingkuan Song; Lianli Gao; Mihai Marian Puscas; Feiping Nie 001; Fumin Shen; Nicu Sebe (ACM Multimedia, 2016)

Cross-modal Retrieval with Label Completion. - Xing Xu 001; Fumin Shen; Yang Yang 002; Heng Tao Shen; Li He 001; Jingkuan Song (ACM Multimedia, 2016)

A Domain Robust Approach For Image Dataset Construction. - Yazhou Yao; Xian-Sheng Hua 001; Fumin Shen; Jian Zhang 002; Zhenmin Tang (ACM Multimedia, 2016)

Extracting Visual Knowledge from the Internet: Making Sense of Image Data. - Yazhou Yao; Jian Zhang 002; Xian-Sheng Hua 001; Fumin Shen; Zhenmin Tang (MMM (1), 2016)

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

Bidirectional Long-Short Term Memory for Video Description. - Yi Bin; Yang Yang 002; Zi Huang; Fumin Shen; Xing Xu 001; Heng Tao Shen (CoRR, 2016)

Recurrent Image Captioner: Describing Images with Spatial-Invariant Transformation and Attention Filtering. - Hao Liu; Yang Yang 002; Fumin Shen; Lixin Duan; Heng Tao Shen (CoRR, 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)

Binary Subspace Coding for Query-by-Image Video Retrieval. - Ruicong Xu; Yang Yang 002; Yadan Luo; Fumin Shen; Zi Huang; Heng Tao Shen (CoRR, 2016)

Combining multi-representation for multimedia event detection using co-training. - Yi Bin; Yang Yang 002; Fumin Shen; Xing Xu 001 (Neurocomputing, 2016)

Spatial and temporal scoring for egocentric video summarization. - Zhao Guo; Lianli Gao; Xiantong Zhen; Fuhao Zou; Fumin Shen; Kai Zheng 001 (Neurocomputing, 2016)

Face identification with second-order pooling in single-layer networks. - Fumin Shen; Yang Yang 002; Xiang Zhou 008; Xianglong Liu 001; Jie Shao 001 (Neurocomputing, 2016)

Binary representation learning in computer vision. - Fumin Shen; Hanwang Zhang; Yang Yang 002 (Neurocomputing, 2016)

L2, p-norm and sample constraint based feature selection and classification for AD diagnosis. - Mingxing Zhang; Yang Yang 002; Hanwang Zhang; Fumin Shen; Dongxiang Zhang (Neurocomputing, 2016)

Binary code learning via optimal class representations. - Xiang Zhou 008; Fumin Shen; Yang Yang 002; Guangwei Gao; Yuan Wang 003 (Neurocomputing, 2016)

Robust regression based face recognition with fast outlier removal. - Fumin Shen; Wankou Yang; Hanxi Li; Hanwang Zhang; Heng Tao Shen (Multim. Tools Appl., 2016)

Face Recognition Using A Low Rank Representation Based Projections Method. - Zhenyu Wang; Wankou Yang; Fumin Shen (Neural Process. Lett., 2016)

Face recognition using linear representation ensembles. - Hanxi Li; Fumin Shen; Chunhua Shen; Yang Yang 002; Yongsheng Gao 001 (Pattern Recognit., 2016)

Face image classification by pooling raw features. - Fumin Shen; Chunhua Shen; Xiang Zhou 008; Yang Yang 002; Heng Tao Shen (Pattern Recognit., 2016)

Active contour evolved by joint probability classification on Riemannian manifold. - Qi Ge; Fumin Shen; Xiao-Yuan Jing; Fei Wu 004; Shi-Peng Xie; Dong Yue 001; Haibo Li 001 (Signal Image Video Process., 2016)

Robust Cross-view Hashing for Multimedia Retrieval. - Xiao-Bo Shen; Fumin Shen; Quan-Sen Sun; Yunhao Yuan 001; Heng Tao Shen (IEEE Signal Process. Lett., 2016)

Exploiting Spatial Structure from Parts for Adaptive Kernelized Correlation Filter Tracker. - Rui Yao; Shixiong Xia; Fumin Shen; Yong Zhou 003; Qiang Niu (IEEE Signal Process. Lett., 2016)

A Fast Optimization Method for General Binary Code Learning. - Fumin Shen; Xiang Zhou 008; Yang Yang 002; Jingkuan Song; Heng Tao Shen; Dacheng Tao (IEEE Trans. Image Process., 2016)

Compressed K-Means for Large-Scale Clustering. - Xiao-Bo Shen; Weiwei Liu 003; Ivor W. Tsang; Fumin Shen; Quan-Sen Sun (AAAI, 2017)

Efficient Supervised Hashing via Exploring Local and Inner Data Structure. - Shiyuan He; Guo Ye; Mengqiu Hu; Yang Yang 002; Fumin Shen; Heng Tao Shen; Xuelong Li 001 (ADC, 2017)

A Deep Approach for Multi-modal User Attribute Modeling. - Xiu Huang; Zihao Yang; Yang Yang 002; Fumin Shen; Ning Xie 003; Heng Tao Shen (ADC, 2017)

Movie Fill in the Blank with Adaptive Temporal Attention and Description Update. - Jie Chen; Jie Shao 001; Fumin Shen; Chengkun He; Lianli Gao; Heng Tao Shen (CIKM, 2017)

Deep Sketch Hashing: Fast Free-Hand Sketch-Based Image Retrieval. - Li Liu 004; Fumin Shen; Yuming Shen; Xianglong Liu 001; Ling Shao 001 (CVPR, 2017)

Discretely Coding Semantic Rank Orders for Supervised Image Hashing. - Li Liu 004; Ling Shao 001; Fumin Shen; Mengyang Yu (CVPR, 2017)

From Zero-Shot Learning to Conventional Supervised Classification: Unseen Visual Data Synthesis. - Yang Long 001; Li Liu 004; Ling Shao 001; Fumin Shen; Guiguang Ding; Jungong Han (CVPR, 2017)

Binary Coding for Partial Action Analysis with Limited Observation Ratios. - Jie Qin; Li Liu 004; Ling Shao 001; Bingbing Ni; Chen Chen 001; Fumin Shen; Yunhong Wang 001 (CVPR, 2017)

Zero-Shot Action Recognition with Error-Correcting Output Codes. - Jie Qin; Li Liu 004; Ling Shao 001; Fumin Shen; Bingbing Ni; Jiaxin Chen 002; Yunhong Wang 001 (CVPR, 2017)

Matrix Tri-Factorization with Manifold Regularizations for Zero-Shot Learning. - Xing Xu 001; Fumin Shen; Yang Yang 002; Dongxiang Zhang; Heng Tao Shen; Jingkuan Song (CVPR, 2017)

Exploiting Concept Correlation with Attributes for Semantic Binary Representation Learning. - Haiping Wu; Yang Yang 002; Xing Xu 001; Fumin Shen; Ning Xie 003; Yanli Ji (ICIMCS, 2017)

Unsupervised cross-modal retrieval through adversarial learning. - Li He 001; Xing Xu 001; Huimin Lu 001; Yang Yang 002; Fumin Shen; Heng Tao Shen (ICME, 2017)

Asymmetric sparse hashing. - Xin Gao 001; Fumin Shen; Yang Yang 002; Xing Xu 001; Hanxi Li; Heng Tao Shen (ICME, 2017)

Robust and real-time deep tracking via multi-scale domain adaptation. - Xinyu Wang 010; Hanxi Li; Yi Li 025; Fumin Shen; Fatih Porikli (ICME, 2017)

Attribute hashing for zero-shot image retrieval. - Yahui Xu; Yang Yang 002; Fumin Shen; Xing Xu 001; Yuxuan Zhou; Heng Tao Shen (ICME, 2017)

Transductive Visual-Semantic Embedding for Zero-shot Learning. - Xing Xu 001; Fumin Shen; Yang Yang 002; Jie Shao 001; Zi Huang (ICMR, 2017)

Deep Asymmetric Pairwise Hashing. - Fumin Shen; Xin Gao 001; Li Liu 004; Yang Yang 002; Heng Tao Shen (ACM Multimedia, 2017)

A System for Spatiotemporal Anomaly Localization in Surveillance Videos. - Huimin Wu 001; Jie Shao 001; Xing Xu 001; Fumin Shen; Heng Tao Shen (ACM Multimedia, 2017)

Efficient Binary Coding for Subspace-based Query-by-Image Video Retrieval. - Ruicong Xu; Yang Yang 002; Fumin Shen; Ning Xie 003; Heng Tao Shen (ACM Multimedia, 2017)

Unifying Multi-Source Social Media Data for Personalized Travel Route Planning. - Gang Hu 004; Jie Shao 001; Fumin Shen; Zi Huang; Heng Tao Shen (SIGIR, 2017)

Event Early Embedding: Predicting Event Volume Dynamics at Early Stage. - Zhiwei Liu 001; Yang Yang 002; Zi Huang; Fumin Shen; Dongxiang Zhang; Heng Tao Shen (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)

Refining Image Categorization by Exploiting Web Images and General Corpus. - Yazhou Yao; Jian Zhang 002; Fumin Shen; Xian-Sheng Hua 001; Wankou Yang; Zhenmin Tang (CoRR, 2017)

Towards Automatic Construction of Diverse, High-quality Image Dataset. - Yazhou Yao; Jian Zhang 002; Fumin Shen; Dongxiang Zhang; Zhenmin Tang; Heng Tao Shen (CoRR, 2017)

Supervised hashing with adaptive discrete optimization for multimedia retrieval. - Sixiu Chen; Fumin Shen; Yang Yang 002; Xing Xu 001; Jingkuan Song (Neurocomputing, 2017)

Kernel based latent semantic sparse hashing for large-scale retrieval from heterogeneous data sources. - Xiangpeng Li; Lianli Gao; Xing Xu 001; Jie Shao 001; Fumin Shen; Jingkuan Song (Neurocomputing, 2017)

Large-scale image retrieval with supervised sparse hashing. - Yan Xu 009; Fumin Shen; Xing Xu 001; Lianli Gao; Yuan Wang 003; Xiao Tan 001 (Neurocomputing, 2017)

A new web-supervised method for image dataset constructions. - Yazhou Yao; Jian Zhang 002; Fumin Shen; Xian-Sheng Hua 001; Jingsong Xu; Zhenmin Tang (Neurocomputing, 2017)

Captioning Videos Using Large-Scale Image Corpus. - Xiao-Yu Du; Yang Yang 002; Liu Yang; Fumin Shen; Zhiguang Qin; Jinhui Tang 001 (J. Comput. Sci. Technol., 2017)

Multi-view feature selection and classification for Alzheimer's Disease diagnosis. - Mingxing Zhang; Yang Yang 002; Fumin Shen; Hanwang Zhang; Yuan Wang 003 (Multim. Tools Appl., 2017)

Erratum to: Multi-view feature selection and classification for Alzheimer's Disease Diagnosis. - Mingxing Zhang; Yang Yang 002; Fumin Shen; Hanwang Zhang; Yuan Wang 003 (Multim. Tools Appl., 2017)

Learning robust and discriminative low-rank representations for face recognition with occlusion. - Guangwei Gao; Jian Yang 003; Xiao-Yuan Jing; Fumin Shen; Wankou Yang; Dong Yue 001 (Pattern Recognit., 2017)

Indexing and mining large-scale neuron databases using maximum inner product search. - Zhongyu Li 002; Ruogu Fang; Fumin Shen; Amin Katouzian; Shaoting Zhang 001 (Pattern Recognit., 2017)

Semi-Paired Discrete Hashing: Learning Latent Hash Codes for Semi-Paired Cross-View Retrieval. - Xiao-Bo Shen; Fumin Shen; Quan-Sen Sun; Yang Yang 002; Yunhao Yuan 001; Heng Tao Shen (IEEE Trans. Cybern., 2017)

Robust Web Image Annotation via Exploring Multi-Facet and Structural Knowledge. - Mengqiu Hu; Yang Yang 002; Fumin Shen; Luming Zhang; Heng Tao Shen; Xuelong Li 001 (IEEE Trans. Image Process., 2017)

Sequential Discrete Hashing for Scalable Cross-Modality Similarity Retrieval. - Li Liu 004; Zijia Lin; Ling Shao 001; Fumin Shen; Guiguang Ding; Jungong Han (IEEE Trans. Image Process., 2017)

Joint Hierarchical Category Structure Learning and Large-Scale Image Classification. - Yanyun Qu; Li Lin 005; Fumin Shen; Chang Lu; Yang Wu 001; Yuan Xie 006; Dacheng Tao (IEEE Trans. Image Process., 2017)

Learning Discriminative Binary Codes for Large-scale Cross-modal Retrieval. - Xing Xu 001; Fumin Shen; Yang Yang 002; Heng Tao Shen; Xuelong Li 001 (IEEE Trans. Image Process., 2017)

Bilinear Optimized Product Quantization for Scalable Visual Content Analysis. - Litao Yu; Zi Huang; Fumin Shen; Jingkuan Song; Heng Tao Shen; Xiaofang Zhou 001 (IEEE Trans. Image Process., 2017)

Discrete Nonnegative Spectral Clustering. - Yang Yang 002; Fumin Shen; Zi Huang; Heng Tao Shen; Xuelong Li 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)

Exploiting Web Images for Dataset Construction: A Domain Robust Approach. - Yazhou Yao; Jian Zhang 002; Fumin Shen; Xian-Sheng Hua 001; Jingsong Xu; Zhenmin Tang (IEEE Trans. Multim., 2017)

Processing Long Queries Against Short Text: Top-k Advertisement Matching in News Stream Applications. - Dongxiang Zhang; Yuchen Li 001; Ju Fan; Lianli Gao; Fumin Shen; Heng Tao Shen (ACM Trans. Inf. Syst., 2017)

Discovering and Distinguishing Multiple Visual Senses for Polysemous Words. - Yazhou Yao; Jian Zhang 002; Fumin Shen; Wankou Yang; Pu Huang; Zhenmin Tang (AAAI, 2018)

Structure-Aware 3D Shape Synthesis from Single-View Images. - Xuyang Hu; Fan Zhu 001; Li Liu 004; Jin Xie 001; Jun Tang 007; Nian Wang 002; Fumin Shen; Ling Shao 001 (BMVC, 2018)

Zero-Shot Sketch-Image Hashing. - Yuming Shen; Li Liu 004; Fumin Shen; Ling Shao 001 (CVPR, 2018)

Index and Retrieve Multimedia Data: Cross-Modal Hashing by Learning Subspace Relation. - Luchen Liu; Yang Yang 002; Mengqiu Hu; Xing Xu 001; Fumin Shen; Ning Xie 003; Zi Huang (DASFAA (2), 2018)

Discrete Binary Hashing Towards Efficient Fashion Recommendation. - Luyao Liu 002; Xingzhong Du; Lei Zhu 002; Fumin Shen; Zi Huang (DASFAA (1), 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)

Deep Multi-task Learning to Recognise Subtle Facial Expressions of Mental States. - Guosheng Hu; Li Liu 004; Yang Yuan; Zehao Yu; Yang Hua 001; Zhihong Zhang 001; Fumin Shen; Ling Shao 001; Timothy M. Hospedales; Neil Martin Robertson; Yongxin Yang (ECCV (12), 2018)

TBN: Convolutional Neural Network with Ternary Inputs and Binary Weights. - Diwen Wan; Fumin Shen; Li Liu 004; Fan Zhu 001; Jie Qin; Ling Shao 001; Heng Tao Shen (ECCV (2), 2018)

Highly-Economized Multi-view Binary Compression for Scalable Image Clustering. - Zheng Zhang 006; Li Liu 004; Jie Qin; Fan Zhu 001; Fumin Shen; Yong Xu 001; Ling Shao 001; Heng Tao Shen (ECCV (12), 2018)

Generative Domain-Migration Hashing for Sketch-to-Image Retrieval. - Jingyi Zhang 005; Fumin Shen; Li Liu 004; Fan Zhu 001; Mengyang Yu; Ling Shao 001; Heng Tao Shen; Luc Van Gool (ECCV (2), 2018)

Dual Learning for Visual Question Generation. - Xing Xu 001; Jingkuan Song; Huimin Lu 001; Li He 001; Yang Yang 002; Fumin Shen (ICME, 2018)

Extracting Privileged Information from Untagged Corpora for Classifier Learning. - Yazhou Yao; Jian Zhang 002; Fumin Shen; Wankou Yang; Xian-Sheng Hua 001; Zhenmin Tang (IJCAI, 2018)

Modal-adversarial Semantic Learning Network for Extendable Cross-modal Retrieval. - Xing Xu 001; Jingkuan Song; Huimin Lu 001; Yang Yang 002; Fumin Shen; Zi Huang (ICMR, 2018)

Learning to Synthesize 3D Indoor Scenes from Monocular Images. - Fan Zhu 001; Li Liu 004; Jin Xie 001; Fumin Shen; Ling Shao 001; Yi Fang 006 (ACM Multimedia, 2018)

Visual Spatial Attention Network for Relationship Detection. - Chaojun Han; Fumin Shen; Li Liu 004; Yang Yang 002; Heng Tao Shen (ACM Multimedia, 2018)

A Large-scale RGB-D Database for Arbitrary-view Human Action Recognition. - Yanli Ji; Feixiang Xu; Yang Yang 002; Fumin Shen; Heng Tao Shen; Wei-Shi Zheng 001 (ACM Multimedia, 2018)

Pseudo Transfer with Marginalized Corrupted Attribute for Zero-shot Learning. - Teng Long 002; Xing Xu 001; Youyou Li; Fumin Shen; Jingkuan Song; Heng Tao Shen (ACM Multimedia, 2018)

Domain Invariant Subspace Learning for Cross-Modal Retrieval. - Chenlu Liu; Xing Xu 001; Yang Yang 002; Huimin Lu 001; Fumin Shen; Yanli Ji (MMM (2), 2018)

Chat More: Deepening and Widening the Chatting Topic via A Deep Model. - Wenjie Wang 007; Minlie Huang; Xin-Shun Xu; Fumin Shen; Liqiang Nie (SIGIR, 2018)

GraphCAR: Content-aware Multimedia Recommendation with Graph Autoencoder. - Qidi Xu; Fumin Shen; Li Liu 004; Heng Tao Shen (SIGIR, 2018)

Learning Discrete Hashing Towards Efficient Fashion Recommendation. - Luyao Liu 002; Xingzhong Du; Lei Zhu 002; Fumin Shen; Zi Huang (Data Sci. Eng., 2018)

Learning binary codes with local and inner data structure. - Shiyuan He; Guo Ye; Mengqiu Hu; Yang Yang 002; Fumin Shen; Heng Tao Shen; Xuelong Li 001 (Neurocomputing, 2018)

Person re-identification with activity prediction based on hierarchical spatial-temporal model. - Minxian Li; Fumin Shen; Jingya Wang; Chao Guan; Jinhui Tang 001 (Neurocomputing, 2018)

A novel multi-view dimensionality reduction and recognition framework with applications to face recognition. - Xiaobo Shen 001; Yunhao Yuan 001; Fumin Shen; Yang Xu 006; Quan-Sen Sun (J. Vis. Commun. Image Represent., 2018)

Multiple hierarchical deep hashing for large scale image retrieval. - Liangfu Cao; Lianli Gao; Jingkuan Song; Fumin Shen; Yuan Wang 003 (Multim. Tools Appl., 2018)

Semantic binary coding for visual recognition via joint concept-attribute modelling. - Xing Xu 001; Haiping Wu; Yang Yang 002; Fumin Shen; Ning Xie 003; Yanli Ji (Multim. Tools Appl., 2018)

Zero-Shot Learning Using Synthesised Unseen Visual Data with Diffusion Regularisation. - Yang Long 001; Li Liu 004; Fumin Shen; Ling Shao 001; Xuelong Li 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2018)

Unsupervised Deep Hashing with Similarity-Adaptive and Discrete Optimization. - Fumin Shen; Yan Xu 009; Li Liu 004; Yang Yang 002; Zi Huang; Heng Tao Shen (IEEE Trans. Pattern Anal. Mach. Intell., 2018)

Robust discrete code modeling for supervised hashing. - Yadan Luo; Yang Yang 002; Fumin Shen; Zi Huang; Pan Zhou 001; Heng Tao Shen (Pattern Recognit., 2018)

Zero-shot learning via discriminative representation extraction. - Teng Long 002; Xing Xu 001; Fumin Shen; Li Liu 004; Ning Xie 003; Yang Yang 002 (Pattern Recognit. Lett., 2018)

Recurrent attention network using spatial-temporal relations for action recognition. - Mingxing Zhang; Yang Yang 002; Yanli Ji; Ning Xie 003; Fumin Shen (Signal Process., 2018)

Recognition and Detection of Two-Person Interactive Actions Using Automatically Selected Skeleton Features. - Huimin Wu 001; Jie Shao 001; Xing Xu 001; Yanli Ji; Fumin Shen; Heng Tao Shen (IEEE Trans. Hum. Mach. Syst., 2018)

Hashing with Angular Reconstructive Embeddings. - Mengqiu Hu; Yang Yang 002; Fumin Shen; Ning Xie 003; Heng Tao Shen (IEEE Trans. Image Process., 2018)

Jointly Sparse Hashing for Image Retrieval. - Zhihui Lai 001; Yudong Chen 002; Jian Wu; Wai Keung Wong; Fumin Shen (IEEE Trans. Image Process., 2018)

Multiview Discrete Hashing for Scalable Multimedia Search. - Xiaobo Shen 001; Fumin Shen; Li Liu 004; Yunhao Yuan 001; Weiwei Liu 003; Quan-Sen Sun (ACM Trans. Intell. Syst. Technol., 2018)

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)

Deep Sketch-Shape Hashing With Segmented 3D Stochastic Viewing. - Jiaxin Chen 002; Jie Qin; Li Liu 004; Fan Zhu 001; Fumin Shen; Jin Xie 001; Ling Shao 001 (CVPR, 2019)

Building Detail-Sensitive Semantic Segmentation Networks With Polynomial Pooling. - Zhen Wei; Jingyi Zhang 005; Li Liu 004; Fan Zhu 001; Fumin Shen; Yi Zhou 007; Si Liu 001; Yao Sun 004; Ling Shao 001 (CVPR, 2019)

Make a Face: Towards Arbitrary High Fidelity Face Manipulation. - Shengju Qian; Kwan-Yee Lin; Wayne Wu; Yangxiaokang Liu; Quan Wang; Fumin Shen; Chen Qian 006; Ran He 001 (ICCV, 2019)

Dynamically Visual Disambiguation of Keyword-based Image Search. - Yazhou Yao; Zeren Sun; Fumin Shen; Li Liu 004; Limin Wang 002; Fan Zhu 001; Lizhong Ding 001; Gangshan Wu; Ling Shao 001 (IJCAI, 2019)

Time-aware Session Embedding for Click-Through-Rate Prediction. - Qidi Xu; Haocheng Xu; Weilong Chen; Chaojun Han; Haoyang Li; Wenxin Tan; Fumin Shen; Heng Tao Shen (ACM Multimedia, 2019)

Generative Reconstructive Hashing for Incomplete Video Analysis. - Jingyi Zhang 005; Zhen Wei; Ionut Cosmin Duta; Fumin Shen; Li Liu 004; Fan Zhu 001; Xing Xu 001; Ling Shao 001; Heng Tao Shen (ACM Multimedia, 2019)

A Large-scale Varying-view RGB-D Action Dataset for Arbitrary-view Human Action Recognition. - Yanli Ji; Feixiang Xu; Yang Yang 002; Fumin Shen; Heng Tao Shen; Wei-Shi Zheng 001 (CoRR, 2019)

MetaMixUp: Learning Adaptive Interpolation Policy of MixUp with Meta-Learning. - Zhijun Mai; Guosheng Hu; Dexiong Chen; Fumin Shen; Heng Tao Shen (CoRR, 2019)

Cooperative Cross-Stream Network for Discriminative Action Representation. - Jingran Zhang; Fumin Shen; Xing Xu 001; Heng Tao Shen (CoRR, 2019)

Fast Large-Scale Discrete Optimization Based on Principal Coordinate Descent. - Huan Xiong; Mengyang Yu; Li Liu 004; Fan Zhu 001; Fumin Shen; Ling Shao 001 (CoRR, 2019)

Cross-domain facial expression recognition via an intra-category common feature and inter-category Distinction feature fusion network. - Yanli Ji; Yuhan Hu; Yang Yang 002; Fumin Shen; Heng Tao Shen (Neurocomputing, 2019)

Word-to-region attention network for visual question answering. - Liang Peng; Yang Yang 002; Yi Bin; Ning Xie 003; Fumin Shen; Yanli Ji; Xing Xu 001 (Multim. Tools Appl., 2019)

Binary Multi-View Clustering. - Zheng Zhang 006; Li Liu 004; Fumin Shen; Heng Tao Shen; Ling Shao 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2019)

Fusion by synthesizing: A multi-view deep neural network for zero-shot recognition. - Xing Xu 001; Xiang Zhou 005; Fumin Shen; Lianli Gao; Heng Tao Shen; Xuelong Li 001 (Signal Process., 2019)

Real-Time Deep Tracking via Corrective Domain Adaptation. - Hanxi Li; Xinyu Wang 010; Fumin Shen; Yi Li 025; Fatih Porikli; Mingwen Wang 001 (IEEE Trans. Circuits Syst. Video Technol., 2019)

Describing Video With Attention-Based Bidirectional LSTM. - Yi Bin; Yang Yang 002; Fumin Shen; Ning Xie 003; Heng Tao Shen; Xuelong Li 001 (IEEE Trans. Cybern., 2019)

Error Correcting Input and Output Hashing. - Chao Ma 002; Ivor W. Tsang; Fumin Shen; Chuancai Liu (IEEE Trans. Cybern., 2019)

Collective Reconstructive Embeddings for Cross-Modal Hashing. - Mengqiu Hu; Yang Yang 002; Fumin Shen; Ning Xie 003; Richang Hong; Heng Tao Shen (IEEE Trans. Image Process., 2019)

Scalable Zero-Shot Learning via Binary Visual-Semantic Embeddings. - Fumin Shen; Xiang Zhou 008; Jun Yu 002; Yang Yang 002; Li Liu 004; Heng Tao Shen (IEEE Trans. Image Process., 2019)

Extracting Privileged Information for Enhancing Classifier Learning. - Yazhou Yao; Fumin Shen; Jian Zhang 002; Li Liu 004; Zhenmin Tang; Ling Shao 001 (IEEE Trans. Image Process., 2019)

Extracting Multiple Visual Senses for Web Learning. - Yazhou Yao; Fumin Shen; Jian Zhang 002; Li Liu 004; Zhenmin Tang; Ling Shao 001 (IEEE Trans. Multim., 2019)

Embedding and predicting the event at early stage. - Zhiwei Liu 001; Yang Yang 002; Zi Huang; Fumin Shen; Dongxiang Zhang; Heng Tao Shen (World Wide Web, 2019)

Web-Supervised Network with Softly Update-Drop Training for Fine-Grained Visual Classification. - Chuanyi Zhang; Yazhou Yao; Huafeng Liu 004; Guo-Sen Xie; Xiangbo Shu; Tianfei Zhou; Zheng Zhang 006; Fumin Shen; Zhenmin Tang (AAAI, 2020)

Auto-Encoding Twin-Bottleneck Hashing. - Yuming Shen; Jie Qin; Jiaxin Chen 002; Mengyang Yu; Li Liu 004; Fan Zhu 001; Fumin Shen; Ling Shao 001 (CVPR, 2020)

What Machines See Is Not What They Get: Fooling Scene Text Recognition Models With Adversarial Text Images. - Xing Xu 001; Jiefu Chen; Jinhui Xiao; Lianli Gao; Fumin Shen; Heng Tao Shen (CVPR, 2020)

Ocean: A Dual Learning Approach For Generalized Zero-Shot Sketch-Based Image Retrieval. - Jiawen Zhu; Xing Xu 001; Fumin Shen; Roy Ka-Wei Lee; Zheng Wang 044; Heng Tao Shen (ICME, 2020)

Temporal Denoising Mask Synthesis Network for Learning Blind Video Temporal Consistency. - Yifeng Zhou; Xing Xu 001; Fumin Shen; Lianli Gao; Huimin Lu 001; Heng Tao Shen (ACM Multimedia, 2020)

Multi-model Network for Fine-Grained Cross-Media Retrieval. - Jiemi Bai; Yazhou Yao; Qiong Wang 003; Yichao Zhou; Wankou Yang; Fumin Shen (PRCV (2), 2020)

Dual ResGCN for Balanced Scene GraphGeneration. - Jingyi Zhang 005; Yong Zhang 034; Baoyuan Wu; Yanbo Fan; Fumin Shen; Heng Tao Shen (CoRR, 2020)

Similarity preserving feature generating networks for zero-shot learning. - Yuanbo Ma; Xing Xu 001; Fumin Shen; Heng Tao Shen (Neurocomputing, 2020)

Deep quantization generative networks. - Diwen Wan; Fumin Shen; Li Liu 004; Fan Zhu 001; Lei Huang 015; Mengyang Yu; Heng Tao Shen; Ling Shao 001 (Pattern Recognit., 2020)

Similarity learning with joint transfer constraints for person re-identification. - Cairong Zhao; Xuekuan Wang; Wangmeng Zuo; Fumin Shen; Ling Shao 001; Duoqian Miao 001 (Pattern Recognit., 2020)

A Survey of Human Action Analysis in HRI Applications. - Yanli Ji; Yang Yang 002; Fumin Shen; Heng Tao Shen; Xuelong Li 001 (IEEE Trans. Circuits Syst. Video Technol., 2020)

Bidirectional Discrete Matrix Factorization Hashing for Image Search. - Shiyuan He; Bokun Wang; Zheng Wang 044; Yang Yang 002; Fumin Shen; Zi Huang; Heng Tao Shen (IEEE Trans. Cybern., 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)

A Context Knowledge Map Guided Coarse-to-Fine Action Recognition. - Yanli Ji; Yue Zhan; Yang Yang 002; Xing Xu 001; Fumin Shen; Heng Tao Shen (IEEE Trans. Image Process., 2020)

Temporal Reasoning Graph for Activity Recognition. - Jingran Zhang; Fumin Shen; Xing Xu 001; Heng Tao Shen (IEEE Trans. Image Process., 2020)

Towards Automatic Construction of Diverse, High-Quality Image Datasets. - Yazhou Yao; Jian Zhang 002; Fumin Shen; Li Liu 004; Fan Zhu 001; Dongxiang Zhang; Heng Tao Shen (IEEE Trans. Knowl. Data Eng., 2020)

Cross-Modal Attention With Semantic Consistence for Image-Text Matching. - Xing Xu 001; Tan Wang; Yang Yang 002; Lin Zuo; Fumin Shen; Heng Tao Shen (IEEE Trans. Neural Networks Learn. Syst., 2020)

Exploiting Web Images for Multi-Output Classification: From Category to Subcategories. - Yazhou Yao; Fumin Shen; Guo-Sen Xie; Li Liu 004; Fan Zhu 001; Jian Zhang 002; Heng Tao Shen (IEEE Trans. Neural Networks Learn. Syst., 2020)

Enhancing Audio-Visual Association with Self-Supervised Curriculum Learning. - Jingran Zhang; Xing Xu 001; Fumin Shen; Huimin Lu 001; Xin Liu 011; Heng Tao Shen (AAAI, 2021)

Prototype-Supervised Adversarial Network for Targeted Attack of Deep Hashing. - Xunguang Wang; Zheng Zhang 006; Baoyuan Wu; Fumin Shen; Guangming Lu 002 (CVPR, 2021)

Non-Salient Region Object Mining for Weakly Supervised Semantic Segmentation. - Yazhou Yao; Tao Chen 012; Guo-Sen Xie; Chuanyi Zhang; Fumin Shen; Qi Wu 001; Zhenmin Tang; Jian Zhang 002 (CVPR, 2021)

Jo-SRC: A Contrastive Approach for Combating Noisy Labels. - Yazhou Yao; Zeren Sun; Chuanyi Zhang; Fumin Shen; Qi Wu 001; Jian Zhang 002; Zhenmin Tang (CVPR, 2021)

Webly Supervised Fine-Grained Recognition: Benchmark Datasets and An Approach. - Zeren Sun; Yazhou Yao; Xiu-Shen Wei; Yongshun Zhang; Fumin Shen; Jianxin Wu 001; Jian Zhang 002; Heng Tao Shen (ICCV, 2021)

Attention-Based Relation Reasoning Network for Video-Text Retrieval. - Ni Wang; Zheng Wang 044; Xing Xu 001; Fumin Shen; Yang Yang 002; Heng Tao Shen (ICME, 2021)

Graph Convolutional Hourglass Networks for Skeleton-Based Action Recognition. - Yiran Zhu; Xing Xu 001; Yanli Ji; Fumin Shen; Heng Tao Shen; Huimin Lu 001 (ICME, 2021)

PoseGTAC: Graph Transformer Encoder-Decoder with Atrous Convolution for 3D Human Pose Estimation. - Yiran Zhu; Xing Xu 001; Fumin Shen; Yanli Ji; Lianli Gao; Heng Tao Shen (IJCAI, 2021)

Cross-Modal Image-Recipe Retrieval via Intra- and Inter-Modality Hybrid Fusion. - Jiao Li; Jialiang Sun; Xing Xu 001; Wei Yu; Fumin Shen (ICMR, 2021)

Multi-scale Dynamic Network for Temporal Action Detection. - Yifan Ren; Xing Xu 001; Fumin Shen; Zheng Wang 044; Yang Yang 002; Heng Tao Shen (ICMR, 2021)

AggNet for Self-supervised Monocular Depth Estimation: Go An Aggressive Step Furthe. - Zhi Chen 026; Xiaoqing Ye; Liang Du 004; Wei Yang 011; Liusheng Huang; Xiao Tan 001; Zhenbo Shi; Fumin Shen; Errui Ding (ACM Multimedia, 2021)

Lifting the Veil of Frequency in Joint Segmentation and Depth Estimation. - Tianhao Fu; Yingying Li; Xiaoqing Ye; Xiao Tan 001; Hao Sun; Fumin Shen; Errui Ding (ACM Multimedia, 2021)

CAA: Candidate-Aware Aggregation for Temporal Action Detection. - Yifan Ren; Xing Xu 001; Fumin Shen; Yazhou Yao; Huimin Lu 001 (ACM Multimedia, 2021)

Relationship-Preserving Knowledge Distillation for Zero-Shot Sketch Based Image Retrieval. - Jialin Tian; Xing Xu 001; Zheng Wang 044; Fumin Shen; Xin Liu 011 (ACM Multimedia, 2021)

Video Representation Learning with Graph Contrastive Augmentation. - Jingran Zhang; Xing Xu 001; Fumin Shen; Yazhou Yao; Jie Shao 001; Xiaofeng Zhu 001 (ACM Multimedia, 2021)

Scene Text Image Super-Resolution via Parallelly Contextual Attention Network. - Cairong Zhao; Shuyang Feng; Brian Nlong Zhao; Zhijun Ding; Jun Wu 006; Fumin Shen; Heng Tao Shen (ACM Multimedia, 2021)

Hybrid Fusion with Intra- and Cross-Modality Attention for Image-Recipe Retrieval. - Jiao Li; Xing Xu 001; Wei Yu; Fumin Shen; Zuo Cao; Kai Zuo; Heng Tao Shen (SIGIR, 2021)

Exploiting Web Images for Fine-Grained Visual Recognition by Eliminating Noisy Samples and Utilizing Hard Ones. - Huafeng Liu 004; Chuanyi Zhang; Yazhou Yao; Xiu-Shen Wei; Fumin Shen; Jian Zhang 002; Zhenmin Tang (CoRR, 2021)

Semantically Meaningful Class Prototype Learning for One-Shot Image Semantic Segmentation. - Tao Chen 012; Guo-Sen Xie; Yazhou Yao; Qiong Wang 003; Fumin Shen; Zhenmin Tang; Jian Zhang 002 (CoRR, 2021)

A Cognitive Memory-Augmented Network for Visual Anomaly Detection. - Tian Wang; Xing Xu 001; Fumin Shen; Yang Yang 002 (IEEE CAA J. Autom. Sinica, 2021)

Toward Effective Intrusion Detection Using Log-Cosh Conditional Variational Autoencoder. - Xing Xu 001; Jie Li; Yang Yang 002; Fumin Shen (IEEE Internet Things J., 2021)

Few-shot prototype alignment regularization network for document image layout segementation. - Yujie Li 001; Pengfei Zhang; Xing Xu 001; Yi Lai; Fumin Shen; Lijiang Chen; Pengxiang Gao (Pattern Recognit., 2021)

Arbitrary-View Human Action Recognition: A Varying-View RGB-D Action Dataset. - Yanli Ji; Yang Yang 002; Fumin Shen; Heng Tao Shen; Wei-Shi Zheng 001 (IEEE Trans. Circuits Syst. Video Technol., 2021)

Salience-Guided Iterative Asymmetric Mutual Hashing for Fast Person Re-Identification. - Cairong Zhao; Yuanpeng Tu; Zhihui Lai 001; Fumin Shen; Heng Tao Shen; Duoqian Miao 001 (IEEE Trans. Image Process., 2021)

Collaborative Learning for Extremely Low Bit Asymmetric Hashing. - Yadan Luo; Zi Huang; Yang Li 140; Fumin Shen; Yang Yang 002; Peng Cui 001 (IEEE Trans. Knowl. Data Eng., 2021)

Exploiting Subspace Relation in Semantic Labels for Cross-Modal Hashing. - Heng Tao Shen; Luchen Liu; Yang Yang 002; Xing Xu 001; Zi Huang; Fumin Shen; Richang Hong (IEEE Trans. Knowl. Data Eng., 2021)

Inductive Structure Consistent Hashing via Flexible Semantic Calibration. - Zheng Zhang 006; Luyao Liu 002; Yadan Luo; Zi Huang; Fumin Shen; Heng Tao Shen; Guangming Lu 002 (IEEE Trans. Neural Networks Learn. Syst., 2021)

TVT: Three-Way Vision Transformer through Multi-Modal Hypersphere Learning for Zero-Shot Sketch-Based Image Retrieval. - Jialin Tian; Xing Xu 001; Fumin Shen; Yang Yang 002; Heng Tao Shen (AAAI, 2022)

Semi-supervised Video Paragraph Grounding with Contrastive Encoder. - Xun Jiang 001; Xing Xu 001; Jingran Zhang; Fumin Shen; Zuo Cao; Heng Tao Shen (CVPR, 2022)

PNP: Robust Learning from Noisy Labels by Probabilistic Noise Prediction. - Zeren Sun; Fumin Shen; Dan Huang; Qiong Wang 003; Xiangbo Shu; Yazhou Yao; Jinhui Tang 001 (CVPR, 2022)

Hierarchical Feature Alignment Network for Unsupervised Video Object Segmentation. - Gensheng Pei; Fumin Shen; Yazhou Yao; Guo-Sen Xie; Zhenmin Tang; Jinhui Tang 001 (ECCV (34), 2022)

GTLR: Graph-Based Transformer with Language Reconstruction for Video Paragraph Grounding. - Xun Jiang 001; Xing Xu 001; Jingran Zhang; Fumin Shen; Zuo Cao; Xunliang Cai (ICME, 2022)

Accelerated Sign Hunter: A Sign-based Black-box Attack via Branch-Prune Strategy and Stabilized Hierarchical Search. - Siyuan Li; Guangji Huang; Xing Xu 001; Yang Yang 002; Fumin Shen (ICMR, 2022)

Selective Hypergraph Convolutional Networks for Skeleton-based Action Recognition. - Yiran Zhu; Guangji Huang; Xing Xu 001; Yanli Ji; Fumin Shen (ICMR, 2022)

DHHN: Dual Hierarchical Hybrid Network for Weakly-Supervised Audio-Visual Video Parsing. - Xun Jiang 001; Xing Xu 001; Zhiguo Chen; Jingran Zhang; Jingkuan Song; Fumin Shen; Huimin Lu 001; Heng Tao Shen (ACM Multimedia, 2022)

Multimodal Disentanglement Variational AutoEncoders for Zero-Shot Cross-Modal Retrieval. - Jialin Tian; Kai Wang; Xing Xu 001; Zuo Cao; Fumin Shen; Heng Tao Shen (SIGIR, 2022)

Graph convolutional network with sample and feature weights for Alzheimer's disease diagnosis. - Lu Zeng; Hengxin Li; Tingsong Xiao; Fumin Shen; Zhi Zhong (Inf. Process. Manag., 2022)

A Generalized Method for Binary Optimization: Convergence Analysis and Applications. - Huan Xiong; Mengyang Yu; Li Liu 004; Fan Zhu 001; Jie Qin; Fumin Shen; Ling Shao 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Modeling Two-Stream Correspondence for Visual Sound Separation. - Yixuan He; Xing Xu 001; Jingran Zhang; Fumin Shen; Yang Yang 002; Heng Tao Shen (IEEE Trans. Circuits Syst. Video Technol., 2022)

Flow-Edge Guided Unsupervised Video Object Segmentation. - Yifeng Zhou; Xing Xu 001; Fumin Shen; Xiaofeng Zhu 001; Heng Tao Shen (IEEE Trans. Circuits Syst. Video Technol., 2022)

Semantic-Aligned Attention With Refining Feature Embedding for Few-Shot Image Classification. - Xianda Xu; Xing Xu 001; Fumin Shen; Yujie Li 001 (IEEE Trans. Intell. Transp. Syst., 2022)

Semantically Meaningful Class Prototype Learning for One-Shot Image Segmentation. - Tao Chen 012; Guo-Sen Xie; Yazhou Yao; Qiong Wang 003; Fumin Shen; Zhenmin Tang; Jian Zhang 002 (IEEE Trans. Multim., 2022)

Exploiting Web Images for Fine-Grained Visual Recognition by Eliminating Open-Set Noise and Utilizing Hard Examples. - Huafeng Liu 004; Chuanyi Zhang; Yazhou Yao; Xiu-Shen Wei; Fumin Shen; Zhenmin Tang; Jian Zhang 002 (IEEE Trans. Multim., 2022)

Cross-Modal Dynamic Networks for Video Moment Retrieval With Text Query. - Gongmian Wang; Xing Xu 001; Fumin Shen; Huimin Lu 001; Yanli Ji; Heng Tao Shen (IEEE Trans. Multim., 2022)

Targeted Attack of Deep Hashing Via Prototype-Supervised Adversarial Networks. - Zheng Zhang 006; Xunguang Wang; Guangming Lu 002; Fumin Shen; Lei Zhu 002 (IEEE Trans. Multim., 2022)

Robust Learning From Noisy Web Images Via Data Purification for Fine-Grained Recognition. - Chuanyi Zhang; Qiong Wang 003; Guo-Sen Xie; Qi Wu 001; Fumin Shen; Zhenmin Tang (IEEE Trans. Multim., 2022)

MetaMixUp: Learning Adaptive Interpolation Policy of MixUp With Metalearning. - Zhijun Mai; Guosheng Hu; Dexiong Chen; Fumin Shen; Heng Tao Shen (IEEE Trans. Neural Networks Learn. Syst., 2022)

Progressive Event Alignment Network for Partial Relevant Video Retrieval. - Xun Jiang 001; Zhiguo Chen; Xing Xu 001; Fumin Shen; Zuo Cao; Xunliang Cai (ICME, 2023)

Region-Aware Semantic Consistency for Unsupervised Domain-Adaptive Semantic Segmentation. - Jun Xie; Yixuan Zhou 001; Xing Xu 001; Guoqing Wang 001; Fumin Shen; Yang Yang 002 (ICME, 2023)

Multi-granularity Separation Network for Text-Based Person Retrieval with Bidirectional Refinement Regularization. - Shenshen Li; Xing Xu 001; Fumin Shen; Yang Yang 002 (ICMR, 2023)

Zero-shot Sketch-based Image Retrieval with Adaptive Balanced Discriminability and Generalizability. - Jialin Tian; Xing Xu 001; Zuo Cao; Gong Zhang 007; Fumin Shen; Yang Yang 002 (ICMR, 2023)

DCEL: Deep Cross-modal Evidential Learning for Text-Based Person Retrieval. - Shenshen Li; Xing Xu 001; Yang Yang 002; Fumin Shen; Yijun Mo; Yujie Li 001; Heng Tao Shen (ACM Multimedia, 2023)

Attention Map Guided Transformer Pruning for Edge Device. - Junzhu Mao; Yazhou Yao; Zeren Sun; Xingguo Huang; Fumin Shen; Heng Tao Shen (CoRR, 2023)

Co-attention Propagation Network for Zero-Shot Video Object Segmentation. - Gensheng Pei; Yazhou Yao; Fumin Shen; Dan Huang; Xingguo Huang; Heng Tao Shen (CoRR, 2023)

AnoOnly: Semi-Supervised Anomaly Detection without Loss on Normal Data. - Yixuan Zhou 001; Peiyu Yang; Yi Qu; Xing Xu 001; Fumin Shen; Heng Tao Shen (CoRR, 2023)

MSFlow: Multi-Scale Flow-based Framework for Unsupervised Anomaly Detection. - Yixuan Zhou 001; Xing Xu 001; Jingkuan Song; Fumin Shen; Heng Tao Shen (CoRR, 2023)

Hierarchical Graph Pattern Understanding for Zero-Shot VOS. - Gensheng Pei; Fumin Shen; Yazhou Yao; Tao Chen 012; Xian-Sheng Hua 001; Heng Tao Shen (CoRR, 2023)

Hierarchical Graph Pattern Understanding for Zero-Shot Video Object Segmentation. - Gensheng Pei; Fumin Shen; Yazhou Yao; Tao Chen 012; Xian-Sheng Hua 001; Heng Tao Shen (IEEE Trans. Image Process., 2023)

Hierarchical Co-Attention Propagation Network for Zero-Shot Video Object Segmentation. - Gensheng Pei; Yazhou Yao; Fumin Shen; Dan Huang; Xingguo Huang; Heng Tao Shen (IEEE Trans. Image Process., 2023)

Saliency Guided Inter- and Intra-Class Relation Constraints for Weakly Supervised Semantic Segmentation. - Tao Chen 012; Yazhou Yao; Lei Zhang 054; Qiong Wang 003; Guo-Sen Xie; Fumin Shen (IEEE Trans. Multim., 2023)

Attention Map Guided Transformer Pruning for Occluded Person Re-Identification on Edge Device. - Junzhu Mao; Yazhou Yao; Zeren Sun; Xingguo Huang; Fumin Shen; Heng Tao Shen (IEEE Trans. Multim., 2023)

Boosting Robust Learning Via Leveraging Reusable Samples in Noisy Web Data. - Zeren Sun; Yazhou Yao; Xiu-Shen Wei; Fumin Shen; Jian Zhang 002; Xian-Sheng Hua 001 (IEEE Trans. Multim., 2023)

Guided by Meta-Set: A Data-Driven Method for Fine-Grained Visual Recognition. - Chuanyi Zhang; Guosheng Lin; Qiong Wang 003; Fumin Shen; Yazhou Yao; Zhenmin Tang (IEEE Trans. Multim., 2023)

Adaptive Uncertainty-Based Learning for Text-Based Person Retrieval. - Shenshen Li; Chen He; Xing Xu 001; Fumin Shen; Yang Yang 002; Heng Tao Shen (AAAI, 2024)

Embracing Unimodal Aleatoric Uncertainty for Robust Multimodal Fusion. - Zixian Gao; Xun Jiang 001; Xing Xu 001; Fumin Shen; Yujie Li 001; Heng Tao Shen (CVPR, 2024)

Diverse Embedding Modeling with Adaptive Noise Filter for Text-based Person Retrieval. - Chen He; Shenshen Li; Zheng Wang 044; Fumin Shen; Yang Yang 002; Xing Xu 001 (ICME, 2024)

Temporal Self-Paced Proposal Learning for Weakly-Supervised Video Moment Retrieval and Highlight Detection. - Liqing Zhu; Xun Jiang 001; Fumin Shen; Guoqing Wang 001; Yang Yang 002; Xing Xu 001 (ICME, 2024)

PTAN: Principal Token-aware Adjacent Network for Compositional Temporal Grounding. - Zhuoyuan Wei; Xun Jiang 001; Zheng Wang 044; Fumin Shen; Xing Xu 001 (ICMR, 2024)

Dual Dynamic Threshold Adjustment Strategy for Deep Metric Learning. - Xiruo Jiang; Yazhou Yao; Sheng Liu; Fumin Shen; Liqiang Nie; Xiansheng Hua 001 (CoRR, 2024)

Anti-Collapse Loss for Deep Metric Learning Based on Coding Rate Metric. - Xiruo Jiang; Yazhou Yao; Xili Dai; Fumin Shen; Xian-Sheng Hua 001; Heng Tao Shen (CoRR, 2024)

Zero-Shot Video Moment Retrieval With Angular Reconstructive Text Embeddings. - Xun Jiang 001; Xing Xu 001; Zailei Zhou; Yang Yang 002; Fumin Shen; Heng Tao Shen (IEEE Trans. Multim., 2024)

Anti-Collapse Loss for Deep Metric Learning. - Xiruo Jiang; Yazhou Yao; Xili Dai; Fumin Shen; Liqiang Nie; Heng Tao Shen (IEEE Trans. Multim., 2024)

Multi-Grained Attention Network With Mutual Exclusion for Composed Query-Based Image Retrieval. - Shenshen Li; Xing Xu 001; Xun Jiang 001; Fumin Shen; Xin Liu 011; Heng Tao Shen (IEEE Trans. Circuits Syst. Video Technol., 2024)

SDN: Semantic Decoupling Network for Temporal Language Grounding. - Xun Jiang 001; Xing Xu 001; Jingran Zhang; Fumin Shen; Zuo Cao; Heng Tao Shen (IEEE Trans. Neural Networks Learn. Syst., 2024)

Cross-Modal Attention Preservation with Self-Contrastive Learning for Composed Query-Based Image Retrieval. - Shenshen Li; Xing Xu 001; Xun Jiang 001; Fumin Shen; Zhe Sun; Andrzej Cichocki (ACM Trans. Multim. Comput. Commun. Appl., 2024)

Dual Dynamic Threshold Adjustment Strategy. - Xiruo Jiang; Yazhou Yao; Sheng Liu; Fumin Shen; Liqiang Nie; Xian-Sheng Hua 001 (ACM Trans. Multim. Comput. Commun. Appl., 2024)

CR-FPN: channel relation feature pyramid network for object detection. - Ziyuan Li; Xing Xu 001; Fumin Shen; Hua Chen (Wirel. Networks, 2024)

Robust-EQA: Robust Learning for Embodied Question Answering With Noisy Labels. - Haonan Luo; Guosheng Lin; Fumin Shen; Xingguo Huang; Yazhou Yao; Hengtao Shen (IEEE Trans. Neural Networks Learn. Syst., 2024)

BatchNorm-Based Weakly Supervised Video Anomaly Detection. - Yixuan Zhou 001; Yi Qu; Xing Xu 001; Fumin Shen; Jingkuan Song; Heng Tao Shen (IEEE Trans. Circuits Syst. Video Technol., 2024)

From Observation to Understanding: Front-Door Adjustments with Uncertainty Calibration for Enhancing Egocentric Reasoning in LVLMs. - Shenshen Li; Wenxin Meng; Lei Wang 185; Hao Yang; Chong Peng; Peng Yan; Fumin Shen; Jingkuan Song; Heng Tao Shen; Xing Xu 001 (ACL (Findings), 2025)

PHGC: Procedural Heterogeneous Graph Completion for Natural Language Task Verification in Egocentric Videos. - Xun Jiang 001; Zhiyi Huang; Xing Xu 001; Jingkuan Song; Fumin Shen; Heng Tao Shen (CVPR, 2025)

Heterogeneous Graph Embedding for Multimodal Multi-Label Emotion Recognition. - Disen Hu; Xun Jiang 001; Zhe Sun; Fumin Shen; Xing Xu 001 (ICMR, 2025)

Composed Query-Based Event Retrieval in Video Corpus with Multimodal Episodic Perceptron. - Fan Ni; Xun Jiang 001; Hao Yang; Chong Peng; Peng Yan; Zheng Wang 044; Fumin Shen; Xing Xu 001 (ICMR, 2025)

Chatting with interactive memory for text-based person retrieval. - Chen He; Shenshen Li; Zheng Wang 044; Hua Chen; Fumin Shen; Xing Xu 001 (Multim. Syst., 2025)

MSFlow: Multiscale Flow-Based Framework for Unsupervised Anomaly Detection. - Yixuan Zhou 001; Xing Xu 001; Jingkuan Song; Fumin Shen; Heng Tao Shen (IEEE Trans. Neural Networks Learn. Syst., 2025)

Cross-Modal Uncertainty Modeling With Diffusion-Based Refinement for Text-Based Person Retrieval. - Shenshen Li; Xing Xu 001; Chen He; Fumin Shen; Yang Yang 002; Heng Tao Shen (IEEE Trans. Circuits Syst. Video Technol., 2025)

Query as Supervision: Toward Low-Cost and Robust Video Moment and Highlight Retrieval. - Xun Jiang 001; Liqing Zhu; Xing Xu 001; Fumin Shen; Yang Yang 002; Heng Tao Shen (IEEE Trans. Circuits Syst. Video Technol., 2025)

Truth in the Few: High-Value Data Selection for Efficient Multi-Modal Reasoning. - Shenshen Li; Kaiyuan Deng; Lei Wang 185; Hao Yang; Chong Peng; Peng Yan; Fumin Shen; Heng Tao Shen; Xing Xu 001 (CoRR, 2025)