2017
125. Chao Li, Jiewei Cao, Zi Huang, Lei Zhu, Heng Tao Shen. "Leveraging Weak Semantic Relevance for Complex Video Event Classification". International Conference on Computer Vision (ICCV), 2017. (CCF A)
124.
Bokun Wang, Yang Yang, Xing Xu, Alan Hanjalic, Heng Tao Shen. "Adversarial Cross-Modal Retrieval". In Proceedings of 25th ACM International Conference on Multimedia (ACM MM), 2017. (CCF A)
123. Fumin Shen, Xin Gao, Li Liu, Yang Yang and Heng Tao Shen. "Deep Asymmetric Pairwise Hashing". In Proceedings of 25th ACM International Conference on Multimedia (ACM MM), 2017. (CCF A)
122. Ruicong Xu, Yang Yang, Fumin Shen, Ning Xie, Heng Tao Shen. "Efficient Binary Coding for Subspace-based Query-by-Image Video Retrieval". In Proceedings of 25th ACM International Conference on Multimedia (ACM MM), 2017. (CCF A)
121. Yi Bin, Yang Yang, Jie Zhou, Zi Huang, Heng Tao Shen. "Adaptively Attending to Visual Attributes and Linguistic Knowledge for Captioning". In Proceedings of 25th ACM International Conference on Multimedia(ACM MM), 2017. (CCF A)
120. Lei Zhu, Zi Huang, Xiaojun Chang, Jingkuan Song, Heng Tao Shen. "Exploring Consistent Preferences: Discrete Hashing with Pair-Exemplar for Scalable Landmark Search". In Proceedings of 25th ACM International Conference on Multimedia (ACM MM), 2017. (CCF A)
119. Jingjing Li, Ke Lu, Zi Huang, Heng Tao Shen. “Two Birds One Stone: On both Cold-Start and Long-Tail Recommendation”. In Proceedings of 25th ACM International Conference on Multimedia (ACM MM), 2017.(CCF A)
118. Mengyuan Ren, Ning Xie, Yang Yang, Heng Tao Shen. "Cosmetic-Vis: Sample-based 3D Facial Editor for Cosmetic". ACM SIGGRAPH, 2017.(CCF A)
117. Yaqian Duan, Xinze Wang, Yang Yang, Zi Huang, Ning Xie, Heng Tao Shen. "POI Popularity Prediction via Hierarchical Fusion of Multiple Social Clues". In Proceedings of 40th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2017.(CCF A)
116. Zhiwei Liu, Yang Yang, Zi Huang, Fumin Shen, Dongxiang Zhang, Heng Tao Shen. "Event Early Embedding: Predicting Event Volume Dynamics at Early Stage". In Proceedings of 40th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2017. (CCF A)

115. Fumin Shen, Yadong Mu, Yang Yang, Wei Liu, Li Liu, Jingkuan Song, Heng Tao Shen. "Learning Binary Codes and Binary Weights for Efficient Classification".  ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2017. (CCF A)
114.Yang Yang, Fumin Shen, Zi Huang, Heng Tao Shen*, Xuelong Li. "Discrete Nonnegative Spectral Clustering". IEEE Transactions on Knowledge and Data Engineering (TKDE), 2017. (CCF A)
113. Jingkuan Song, Zhao Guo, Lianli Gao, Wu Liu, Dongxiang Zhang, Heng Tao Shen. "Hierarchical LSTM with Adjusted Temporal Attention for Video Captioning".  International Joint Conference on Artificial Intelligence (IJCAI), 2017. (CCF A)
112. Fumin Shen, Yang Yang, Li Liu, Wei Liu, Dacheng Tao, Heng Tao Shen. "Asymmetric Binary Coding for Image Search".  IEEE Transactions on Multimedia (TMM), 2017.  (JCR 二区)

111. Gang Hu, Jie Shao, Dongxiang Zhang, Yang Yang, Heng Tao Shen. "Preserving-Ignoring Transformation based Index for Approximate k Nearest Neighbor Search".  IEEE International Conference on Data Engineering (ICDE), 2017. (short) (CCF A)
110. Gang Hu, Jie Shao, Fenglin Liu, Yuan Wang, Heng Tao Shen. "IF-Matching: Towards Accurate Map-Matching with Information Fusion (Extended Abstract)".  IEEE International Conference on Data Engineering (ICDE), 2017. (CCF A)
109. Peng Wang, Lingqiao Liu, Chunhua Shen, Zi Huang, Anton van den Hengel, Heng Tao Shen. "Multi-attention Network for One Shot Learning".  In Proceedings of 30th IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017.(CCF A)  
108. Xing Xu, Fumin Shen, Yang Yang, Dongxiang Zhang, Jingkuan Song, Heng Tao Shen. "Matrix Tri-Factorization with Manifold Regularizations for Zero-shot Learning".  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017. (CCF A
107. Li Liu, Fumin Shen, Yuming Shen, Xianglong Liu, Ling Shao. "Deep Sketch Hashing: Fast Free-hand Sketch-Based Image Retrieval". IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017. (CCF A)
106. Li Liu, Mengyang Yu, Fumin Shen, Ling Shao. "Discretely Coding Semantic Rank Orders for Image Hashing". IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017. (CCF A)
105. Jie Qin, Li Liu, Ling Shao, Bingbing Ni, Chen Chen, Fumin Shen, Yunhong Wang. "Binary Coding for Partial Action Analysis with Limited Observation Ratios". IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017. (CCF A)
104. Yang Long, Li Liu, Fumin Shen, Ling Shao. "From Zero-shot Learning to Conventional Supervised Classification: Unseen Visual Data Synthesis". IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017. (CCF A)

103. Jie Qin, Li Liu, Ling Shao, Fumin Shen, Bingbing Ni, Jiaxin Chen, Yunhong Wang. "Zero-Shot Action Recognition with Error-Correcting Output Codes".  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017. (CCF A)
102. Xiang Wang, Liqiang Nie, Xuemeng Song, Dongxiang Zhang and Tat-Seng Chua. "Unifying Virtual and Physical Worlds: Learning towards Local and Global Consistency".  ACM Transactions on Information Systems (TOIS),  2017. (CCF A)

101. Jingdong Wang, Ting Zhang, Jingkuan Song, Nicu Sebe, Heng Tao Shen. "A Survey on Learning to Hash".  IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2017. (An early version "Hashing for similarity search: A survey" at arXiv:1408.2927) (JCR 一区)

100. Lingqiao Liu, Peng Wang, Chunhua ShenLei WangAnton van den HengelChao Wang, Heng Tao Shen. "Compositional Model based Fisher Vector Coding for Image Classification".  IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2017. (JCR 一区)
99. Guosheng Lin, Fayao Liu, Chunhua Shen, Jianxin Wu, Heng Tao Shen. "Structured Learning of Binary Codes with Column Generation" . International Journal of Computer Vision (IJCV), 2017. (CCF A)
98. Litao Yu, Zi Huang,
Fumin Shen, Jingkuan Song, Heng Tao Shen*, Xiaofang Zhou. "Bilinear Optimized Product Quantization for Scalable Visual Content Analysis".  IEEE Transactions on Image Processing  (TIP), 2017.(CCF A)
97. Xing Xu, Fumin Shen*, Yang Yang, Heng Tao Shen and Xuelong Li, "Learning Discriminative Binary Codes for Large-scale Cross-modal Retrieval", IEEE Transaction on Image Processing (TIP), 2017.(CCF A)
96.
Mengqiu Hu, Yang Yang, Fumin Shen, Luming Zhang, Heng Tao Shen, Xuelong Li. "Robust Web Image Annotation via Exploring Multi-facet and Structural Knowledge".  IEEE Transactions on Image Processing (TIP), 2017.(CCF A)

95. Chao Li, Zi Huang, Yang Yang, Jiewei Cao, Xiaoshuai Sun, Heng Tao Shen. "Hierarchical Latent Concept Discovery for Video Event Detection".  IEEE Transactions on Image Processing (TIP), 2017. (CCF A)
94. Xiaoshuai Sun, Jiewei Cao, Chao Li, Lei Zhu, and Heng Tao Shen. "Web-based Semantic Fragment Discovery for On-line Lingual-Visual Similarity".  AAAI Conference on Artificial Intelligence (AAAI), 2017. (CCF A)
93. Xiaoshuai Sun, Zi Huang, Hongzhi Yin, Heng Tao Shen. "An Integrated Model for Effective Saliency Prediction". AAAI Conference on Artificial Intelligence (AAAI), 2017. (CCF A)
92. Xiaobo Shen, Weiwei Liu, Ivor Tsang, Fumin Shen and Quan-Sen Sun. "Compressed K-means for Large-scale Clustering".  AAAI Conference on Artificial Intelligence (AAAI), 2017. (CCF A)
91. Lianli Gao, Peng Wang, Jingkuan Song, Zi Huang, Jie Shao and Heng Tao Shen. "Event Video Mashup: from Hundreds of Videos to Minutes of Skeleton".  AAAI Conference on Artificial Intelligence (AAAI), 2017. (CCF A)
90. Yuchen Li, Ju Fan, Dongxiang Zhang and Kian-Lee Tan. "Discovering Your Selling Points: Personalized Social Influential Tag Exploration".   International Conference on Management of Data (SIGMOD), 2017. (CCF A)
89. Qi Fan, Dongxiang Zhang, Huayu Wu and Kian-Lee Tan. "A General and Parallel Platform for Mining Co-Movement Patterns over Large-scale Trajectories".  International Conference on Very Large Data Bases (VLDB), 2017. (CCF A)
88. Dongxiang Zhang, Dingyu Yang, Yuan Wang, Kian-Lee Tan, Jian Cao and Heng Tao Shen. "Distributed Shortest Path Query Processing on Dynamic Road Networks".
 International Conference on Very Large Data Bases (VLDB), 2017. (CCF A)
87. Yadan Luo, Yang Yang, Fumin Shen, Zi Huang, Pan Zhou, Heng Tao Shen. "Robust Discrete Code Modeling for Supervised Hashing". Pattern Recognition (PR), 2017. (JCR 二区)
86. Bingqing Ke, Jie Shao, Dongxiang Zhang. "An Efficient Online Approach for Direction-Preserving Trajectory Simplification with Interval Bounds".  IEEE International Conference on Mobile Data Management (MDM), 2017.

85. Xin GaoFumin Shen, Yang YangXing Xu, Hanxi Li and Heng Tao Shen. "Asymmetric Sparse Hashing".  IEEE International Conference on Multimedia and Expo (ICME), 2017.
84. Yahui XuYang Yang, Fumin Shen, Yuxuan ZhouXing Xu and Heng Tao Shen. "Attribute Hashing for Zero-Shot Image Retrieval".  IEEE International Conference on Multimedia and Expo (ICME), 2017. 
83. Li He, Xing Xu, Huimin Lu, Yang YangFumin Shen and Heng Tao Shen.  "Unsupervised Cross-modal Retrieval through Adversarial Learning".  IEEE International Conference on Multimedia and Expo (ICME), 2017.
82. Xinyu Wang, Hanxi Li, Yi Li, Fumin Shen and Fatih Porikli. "Robust and Real-time Deep Tracking Via Multi-Scale Domain Adaption". IEEE International Conference on Multimedia and Expo(ICME), 2017.
81.Ning Xie, Mengyuan Ren, Heng Tao Shen"Interactive Multimedia System for Chinese Traditional Costumes". International Conference on Technologies for E-learning & Digital Entertainment, 2017.


2016

80. Peng Wang, Lingqiao Liu, Chunhua Shen, Zi Huang, Anton van Hengel, Heng Tao Shen. "Hi, Detector, What's Wrong with That Object ? Identifying Irregular Object From Images by Modelling the Detection Score Distribution".  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2016. (CCF A)
79. Ning Xie, Tianye Yuan, Ni Chen, Xin Zhou, Yu Wang and Xiaohua Zhang. "Rapid DCT-based LipSync Generation Algorithm for Game Making ". ACM SIGGRAPH Asia, 2016. (CCF A)
78. Ju Fan, Zhewei Wei, Dongxiang Zhang, Jingru Yang and Xiaoyong Du. "Distribution-Aware Crowdsourced Entity Collection". IEEE Transactions on Knowledge and Data Engineering (TKDE), 2016. (CCF A
77. Long Guo, Dongxiang Zhang*, Gao Cong, Wei Wu and Kian-Lee Tan. "Influence Maximization in Trajectory Databases". IEEE Transactions on Knowledge and Data Engineering (TKDE), 2016. (CCF A)
76. Gang Hu, Jie Shao, Fenglin Liu, Yuan Wang and Heng Tao Shen. "IF-Matching: Towards Accurate Map-Matching with Information Fusion". IEEE Transactions on Knowledge and Data Engineering (TKDE), 2016. (CCF A) 
75. Dongxiang Zhang, Liqiang Nie, Huanbo Luan, Kian-Lee Tan, Tat-Seng Chua and Heng Tao Shen. "Compact Indexing and Judicious Searching for Billion-Scale Microblog Retrieval".  ACM Transactions on Information Systems (TOIS), 2016. (CCF A
74. Dongxiang Zhang, Yuchen Li, Ju Fan, Lianli Gao, Fumin Shen and Heng Tao Shen. "Processing Long Queries Against Short Text: Top-k Advertisement Matching in News Stream Applications". ACM Transactions on Information Systems (TOIS), 2016. (CCF A
​73. Dongxiang Zhang, Long Guo, Liqiang Nie, Jie Shao, Sai Wu and Heng Tao Shen. "Targeted Advertising in Public Transportation Systems with Quantitative Evaluation". ACM Transactions on Information Systems (TOIS), 2016. (CCF A) 
72. Litao Yu, Yang Yang*, Zi Huang, Peng Wang, Jingkuan Song, and Heng Tao Shen. "Web Video Event Recognition by Semantic Analysis from Ubiquitous Documents". IEEE Transactions on Image Processing (TIP), 2016. (CCF A) 
71. Jingkuan Song, Lianli Gao, Feiping Nie, Heng Tao Shen, and Nicu Sebe. "Optimized Graph Learning using Partial Tags and Multiple Features for Image and Video Annotation". IEEE Transactions on Image Processing (TIP), 2016. (CCF A)
70. Yanyun Qu, Li Lin, Fumin Shen, Chang Lu, Yang Wu, Yuan Xie, and Dacheng Tao, "Joint Hierarchical Category Structure Learning and Large-Scale Image Classification", IEEE Transactions on Image Processing (TIP), 2016. (CCF A)
69. Fumin ShenXiang ZhouYang Yang, Jingkuan Song, Heng Tao Shen and Dacheng Tao, "A Fast Optimization Method for General Binary Code Learning", IEEE Transactions on Image Processing (TIP), 2016. (CCF A)
68. Luming Zhang, Yang Yang*, Meng Wang, Richang Hong, Liqiang Nie and Xuelong Li. "Detecting Densely Distributed Graph Patterns for Fine-grained Image Categorization". IEEE Transactions on Image Processing (TIP), 2016. (CCF A) 
67. Yang YangYadan LuoWeilun ChenFumin ShenJie Shao and Heng Tao Shen. "Zero-Shot Hashing via Transferring Supervised Knowledge", ACM Multimedia (ACM MM), 2016. (CCF A)
66. Jingkuan Song, Lianli Gao, Mihai Marian Puscas, Feiping Nie, Fumin Shen and Nicu Sebe, "Joint Graph Learning and Video Segmentation Via Multiple Cues and Topology Calibration", ACM Multimedia (ACM MM), 2016. (CCF A)
65. Xing XuFumin Shen, Zi Huang, Yang Yang, Li He and Jingkuan Song. "Cross-modal Retrieval with Label Completion", ACM Multimedia (ACM MM), 2016. (short (CCF A)
64. Yazhou Yao, Xian-Sheng Hua, Fumin Shen, Jian Zhang and Zhenmin Tang, "A Domain Robust Approach for Image Dataset Construction", ACM Multimedia (ACM MM), 2016. (short (CCF A)
63. Zhao GuoLianli Gao, Jingkuan Song, Xing XuJie Shao and Heng Tao Shen, "Attention-based LSTM with Semantic Consistency for Videos Captioning", ACM Multimedia (ACM MM), 2016. (short (CCF A)
62. Yi BinYang Yang, Zi Huang, Fumin ShenXing Xu and Heng Tao Shen. "Bidirectional Long-Short Term Memory for Video Description",  ACM Multimedia (ACM MM), 2016. (short) (CCF A)
61. Hanwang Zhang, Fumin Shen, Wei Liu, Xiangnan He, Huanbo Luan and Chua Tat-Seng, "Discrete Collaborative Filtering", ACM SIGIR (SIGIR), 2016. (CCF A)
60. Yang Yang, Fumin Shen, Zi Huang and Heng Tao Shen. "A Unified Framework for Discrete Spectral Clustering". International Joint Conference on Artificial Intelligence (IJCAI), 2016. (CCF A)
59. Lianli Gao, Jingkuan Song, Feiping Nie, Nicu Sebe and Heng Tao Shen. "Graph-without-cut: An Ideal Graph Learning for Image Segmentation". AAAI Conference on Artificial Intelligence (AAAI), 2016. (CCF A)
58. Xiaobo Shen, Fumin Shen, Quan-sen Sun, Yang Yang, Yun-Hao Yuan and Heng Tao Shen, "Semi-paired Discrete Hashing: Learning Latent Hash Codes for Semi-paired Cross-view Retrieval", IEEE Transactions on Cybernetics (TCYB), 2016.  (JCR 一区)
57. Zhongyu Li, Ruogu Fang, Fumin Shen and Shaoting Zhang, "Indexing and Mining Large-Scale Neuron Databases using Maximum Inner Product Search, Pattern Recognition (PR), 2016. (JCR 二区)
56. Hanxi Li, Fumin Shen*, Chunhua Shen, Yang Yang and Yongsheng Gao. "Face Recognition Using Linear Representation Ensembles". Pattern Recognition (PR), 2016. (JCR 二区)
55. Fumin Shen, Chunhua Shen, Xiang ZhouYang Yang and Heng Tao Shen. "Face Image Classification by Pooling Raw Features". Pattern Recognition (PR), 2016. (JCR 二区
54. Shengsheng Qian, Tianzhu Zhang, Changsheng Xu and Jie Shao. "Multi-modal Event Topic Model for Social Event Analysis". IEEE Transactions on Multimedia (TMM), 2016. (JCR 二区)
53. Chengkun HeJie ShaoXing XuDeqiang Ouyang, and Lianli Gao. "Exploiting Score Distribution for Heterogenous Feature Fusion in Image Classfication". Neurocomputing, 2016. (JCR 二区)
52. Yi BinYang Yang, Fumin Shen and Xing Xu. "Combining Multi-representation for Multimedia Event Detection using Co-training", Neurocomputing, 2016.  (JCR 二区)
51. Yan XuFumin Shen*Xing XuLianli Gao and Yuan Wang, "Large-scale Image Retrieval with Supervised Sparse Hashing", Neurocomputing, 2016.  (JCR 二区)
50. Zhao GuoLianli Gao*, Xiantong Zhen, Fuhao Zou, Fumin Shen and Kai Zheng, "Spatial and Temporal Scoring for Egocentric Video Summarization", Neurocomputing, 2016. (JCR 二区)
49. Jingkuan Song, Lianli Gao, Fuhao Zou and Yan Yan. "Deep and Fast: Deep Learning Hashing with Semi-supervised Graph Construction". Image and Vision Computing, 2016. (JCR 二区)
48. Shichao Zhang, Debo Cheng, Ming Zong and Lianli Gao. "Self-representation Nearest Neighbor Search for Classification". Neurocomputing, 2016. (JCR 二区)
47. Xiang ZhouFumin Shen*Yang Yang, Guangwei Gao and Yuan Wang. "Binary Code Learning via Optimal Class Representations". Neurocomputing, 2016. (JCR 二区)
46. Fumin Shen, Yang Yang, Xiang Zhou, Xianglong Liu and Jie Shao. "Face Identification with Second-Order Pooling in Single-layer Networks". Neurocomputing, 2016. (JCR 二区)
45. Xing Xu, Fumin Shen, Yang Yang and Heng Tao Shen. "Discriminant Cross-modal Hashing". ACM International Conference on Multimedia Retrieval, 2016.
44. Yazhou Yao, Jian Zhang, Fumin Shen, Xiansheng Hua, Jingsong Xu and Zhenmin Tang. "Automatic Image Dataset Construction with Multiple Textual Metadata". International Conference on Multimedia and Expo, 2016.
43. Bingqing Ke, Jie Shao, Yi Zhang, Dongxiang Zhang, and Yang Yang. "An Online Approach for Direction-Based Trajectory Compression with Error Bound Guarantee". Asia-Pacific Web Conference, 2016.
42. Xiu Huang, Yang Yang, Yue Hu, Fumin Shen and Jie Shao. "Dynamic User Attribute Discovery on Social Media". Asia-Pacific Web Conference, 2016.
41. Xiaobo Shen, Fumin Shen, Quan-Sen Sun, Yun-Hao Yuan and Heng Tao Shen. "Robust Cross-view Hashing for Multimedia Retrieval". IEEE Signal Processing Letters, 2016.
40. Fuhao Zou, Yu Liu, Hua Wang, Jingkuan Song, Jie Shao, Ke Zhou, and Sheng Zheng. "Multi-view Multi-label Learning for Image Annotation". Multimedia Tools and Applications, 2016.
39. Zhongyu Li, Fumin Shen, Ruogu Fang, Sailesh Conjeti, Amin Katouzian and Shaoting Zhang. "Maximum Inner Product Search for Morphological Retrieval of Large-scale Neuron Data". International Symposium on Biomedical Imaging, 2016.
38. Jie Chen, Chengkun He, Gang Hu and Jie Shao. "SELSH: A Hashing Scheme for Approximate Similarity Search with Early Stop Condition". International Conference on Multimedia Modelling, 2016.
37. Yazhou Yao, Jian Zhang, Xiansheng Hua, Fumin Shen and Zhenmin Tang. "Extracting Visual Knowledge from the Internet: Making Sense of Image Data". International Conference on Multimedia Modeling, 2016.

2015

36. Yang Yang, Hanwang Zhang, Mingxing ZhangFumin Shen and Xuelong Li. "Visual Coding in a Semantic Hierarchy". ACM Multimedia (ACM MM), 2015. (CCF A)
35. Jingkuan Song, Lianli Gao, Yan Yan, Dongxiang Zhang and Nicu Sebe. "Supervised Hashing with Pseudo Labels for Scalable Multimedia Retrievals". ACM Multimedia (ACM MM), 2015. (short (CCF A)
34. Lianli Gao, Jingkuan Song, Yan Yan Dongxiang Zhang and Nicu Sebe. "Scalable Multimedia Retrieval by Deep Learning Hashing with Relative Similarity Learning"ACM Multimedia (ACM MM), 2015. (short (CCF A)
33.Gang Hu, Jie Shao, Lianli Gao and Yang Yang. "Exploring Viewable Angle Information in Georeferenced Video Search". ACM Multimedia (ACM MM), 2015. (short (CCF A)
32. Mengqiu HuYang Yang, Hanwang Zhang, Fumin Shen and Jie Shao. "Multi-view Semi-supervised Learning for Web Image Annotation". ACM Multimedia (ACM MM), 2015. (short)  (CCF A)
31. Jiewei Cao, Zi Huang and Yang Yang. "Spatial-aware Multimodal Location Estimation for Social Images". ACM Multimedia (ACM MM), 2015. (CCF A)
30. Hongyun Cai, Yang Yang, Xuefei Li and Zi Huang. "What are Popular: Exploring Twitter Features for Event Detection". ACM Multimedia (ACM MM), 2015. (CCF A)
29. Fumin Shen, Wei Liu, Shaoting Zhang, Yang Yang and Heng Tao Shen. "Learning Binary Codes for Maximum Inner Product Search". IEEE International Conference on Computer Vision (ICCV), 2015. (CCF A)
28. Fumin Shen, Chunhua Shen, Wei Liu and Heng Tao Shen. "Supervised Discrete Hashing". IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015. (CCF A)
27. Lianli Gao, Jingkuan Song, Feiping Nie, Yan Yan, Nicu Sebe and Heng Tao Shen. "Optimal Graph Leaning with Partial Tags and Multiple features for Image and Video Annotation". IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015. (CCF A)
26. Fumin Shen, Chunhua Shen, Qinfeng Shi, Anton van den Hengel, Zhenmin Tang and Heng Tao Shen. "Hashing on Nonlinear Manifolds". IEEE Transactions on Image Processing (TIP), 2015. (CCF A)
25. Yang Yang, Zhigang Ma, Yi Yang, Feiping Nie and Heng Tao Shen. "Multi-Task Spectral Clustering by Exploring Inter-Task Correlation". IEEE Transactions on Cybernetics (TCYB), 2015. (JCR 一区)
24. Shuai Liao, Xirong Li, Heng Tao ShenYang Yang and Xiaoyong Du. "Tag Features for Geo-Aware Image Classification ". IEEE Transactions on Multimedia (TMM), 2015. (JCR 二区)
23. Xishan Zhang, Yang Yang, Yongdong Zhang, Huanbo Luan, Jintao Li, Hanwang Zhang and Tat-Seng Chua. "Enhancing Video Event Recognition Using Automatically Constructed Semantic-Visual Knowledge Base". IEEE Transactions on Multimedia (TMM), 2015.(JCR 二区)
22. Fuhao Zou, Jingkuan Song, Yang Yang, Nicu Sebe and Ke Zhou. "Compact Image Fingerprint via Multiple Kernel Hashing". IEEE Transactions on Multimedia (TMM), 2015.(JCR 二区)
21. Hoangvu Nguyen, Wankou Yang, Fumin Shen and Changyin Sun. "Kernel Low-Rank Representation for Face Recognition". Neurocomputing, 2015. (JCR 二区)
20. Long Guo, Jie Shao, Htoo Htet Aung, and Kian-Lee Tan. "Efficient Continuous Top-k Spatial Keyword Queries on Road Networks". Geoinformatica, 2015.
19. Lianli Gao, Jingkuan Song, Junming Shao, Xiaofeng Zhu and Heng Tao Shen. "Zero-shot Image Categorization via Image Correlation Exploration". ACM International Conference on Multimedia Retrieval, 2015.
18. Huimin Wu, Jie Shao, Hongzhi Yin, Heng Tao Shen and Xiaofang Zhou. "Geographical Constraint and Temporal Similarity Modeling for Point-of-Interest Recommendation". International Conference on Web Information Systems Engineering, 2015.
17. Lianli Gao, Jingkuan Song, Xingyi Liu, Junming Shao, Jiajun Liu and Jie Shao. "Learning in High-dimensional Multimedia Data: The-State-of-the-art ". Journal of Multimedia System. 2015
16. Yang Yang, Fumin Shen, Heng Tao Shen, Hanxi Li and Xuelong Li. "Robust Discrete Spectral Hashing for Large-Scale Image Semantic Indexing". IEEE Transactions on Big Data, 2015.
15. Richang Hong, Yang Yang, Meng Wang and Xian-Sheng Hua. "Learning Visual Semantic Relationships for Efficient Visual Retrieval". IEEE Transactions on Big Data, 2015.
14. Yan Lingyu, Zou Fuhao, Guo Rui, Lianli Gao, Zhou Ke and Wang Chunzhi. "Feature Aggregating Hashing for Image Copy Detection". World Wide Web Journal, 2015.
13. Zhenyu Wang, Wankou Yang and Fumin Shen. "Face Recognition Using a Low Rank Representation Based Projections Method". Neural Processing Letters, 2015.
12. Mingxing Zhang, Fumin Shen, Hanwang Zhang, Ning Xie and Wankou Yang. "Hashing with Inductive Supervised Learning". Pacific-Rim Conference on Multimedia, 2015.
11. Litao Yu, Jie Shao, Xin-Shun Xu, and Heng Tao Shen. "Max-Margin Adaptive Model for Complex Video Pattern Recognition". Multimedia Tools and Applications, 2015.
 
2014

10. Hanwang Zhang, Yang Yang, Huanbo Luan, Shuicheng Yan and Tat-Seng Chua. "Start from Scratch: Towards Automatically Identifying, Modeling, and Naming Visual Attributes". ACM Multimedia (ACM MM), 2014. (CCF A)
9. Xue Geng, Hanwang Zhang, Zheng Song, Yang Yang, Huanbo Luan and Tat-Seng Chua. "One of a Kind: User Profiling by Social Curation". ACM Multimedia (ACM MM), 2014. (CCF A)
8. Hanwang Zhang, Zheng-Jun Zha, Yang Yang, Shuicheng Yan and Tat-Seng Chua. "Robust (Semi) Nonnegative Graph Embedding". IEEE Transactions on Image Processing (TIP), 2014. (CCF A)
7. Fumin Shen, Chunhua Shen, Rhys Hill and Anton van den Hengel. "Fast Approximate L_infinity Minimization: Speeding Up Robust Regression". Computational Statistics and Data Analysis, 2014. (JCR 二区)
6. Yang Yang, Zheng-Jun Zha, Yue Gao, Xiaofeng Zhu and Tat-Seng Chua. "Exploiting Web Images for Robust Semantic Video Indexing via Sample-specific Loss". IEEE Transactions on Multimedia (TMM), 2014. (JCR 二区)
5. Jingwen Bian, Yang Yang, Hanwang Zhang and Tat-Seng Chua. "Multimedia Summarization for Social Events in Microblog Stream". IEEE Transactions on Multimedia (TMM), 2014.(JCR 二区)
4. Jingsong Xu, Qiang Wu, Jian Zhang, Fumin Shen and Zhenmin Tang. "Boosting Separability in Semi-supervised Learning for Object Classification". IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2014. (JCR 二区)
3. Jie Shao, Egemen Tanin, Lars Kulik and Long Guo. "Travel Distance versus Navigation Complexity: a Study on Different Spatial Queries on Road Networks". ACM International Conference on Information and Knowledge Management, 2014.
2. Fumin Shen, Wankou Yang, Hanxi Li, Hanwang Zhang, Heng Tao Shen. "Robust Regression Based Face Recognition with Fast Outlier Removal". Multimedia Tools and Applications, 2014.
1. Wankou Yang, Karl Ricanek and Fumin Shen. "Image Classification Using Local Linear Regression". Neural Computing and Applications, 2014.