| Multimedia, Database, Computer Vision, and AI | |
|---|---|
| Journals: ACM Computing Surveys, ACM TOIS, ACM TOMM, IEEE TPAMI, IEEE TIP, IEEE TKDE, IEEE TMM, VLDB Journal, PR, etc. | |
| Conferences: ACM Multimedia, ACM SIGMOD, VLDB, ICDE, CVPR, ICCV, IJCAI, AAAI, etc. | |
| Heng Tao Shen, Yueting Zhuang, John R. Smith, Yang Yang, Pablo Cesar, Florian Metze, Balakrishnan Prabhakaran: MM '21: ACM Multimedia Conference, Virtual Event, China, October 20 - 24, 2021. ACM 2021, ISBN 978-1-4503-8651-7. | |
| Yang Yang, Richang Hong, Benoit Huet, Heng Tao Shen: Editorial: Good practices in multimedia modeling. Neurocomputing 236:1-4, 2017. | |
| Xiaofang Zhou, Alan F. Smeaton, Qi Tian, Dick C. A. Bulterman, Heng Tao Shen, Ketan Mayer-Patel, Shuicheng Yan: Proceedings of the 23 rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26 - 30, 2015. ACM 2015, ISBN 978-1-4503-3459-4. | |
| Eduard C. Dragut, Heng Tao Shen: Proceedings of the SIGMOD 2016 PhD Symposium, San Francisco, California, USA, June 26, 2016. ACM 2016, ISBN 978-1-4503-4192-9. | |
| Pablo Barceló, Heng Tao Shen: Proceedings of the 2015 ACM SIGMOD PhD Symposium, Melbourne, VIC, Australia, May 31 - June 04, 2015. ACM 2015, ISBN 978-1-4503-3529-4. | |
| AD Bimbo, K Candan, J Luo, T Mei, N Sebe, HT Shen, CGM Snoek, R Yan. Guest Editorial Special Section on Socio-Mobile Media Analysis and Retrieval. IEEE Transactions on Multimedia, 16 (3), 586-587, 2014. | |
| Heng Tao Shen, Xian-Sheng Hua, Jiebo Luo, Vincent Oria: Guest editorial: content, concept and context mining in social media. World Wide Web (WWW), 15(2):115-116, 2012. | |
| Yanchun Zhang, Heng Tao Shen. Proceedings of the 22 nd Australasian Database Conference (ADC 2011), Volume 115, CRPIT. | |
| Heng Tao Shen and Athman Bouguettaya. Proceedings of the 21 st Australasian Database Conference (ADC 2010), Volume 104, CRPIT. | |
| Heng Tao Shen and Jian Pei. WAIM 2010 Workshops, LNCS 6185, Springer. | |
| Heng Tao Shen, Jinbao Li, Minglu Li, Jun Ni, Wei Wang. APWeb 2006 Workshops, LNCS 3842, Springer. | |
| Xiaofang Zhou, Jianzhong Li, Heng Tao Shen, Masaru Kitsuregawa, and Ya nchun Zhang. Proceedings of APWeb 2006, LNCS 3841, Springer. |
| Jingjing Li, Zhekai Du, Lei Zhu, Zhengming Ding, Ke Lu, Heng Tao Shen. “Divergence-agnostic Unsupervised Domain Adaptation by Adversarial Attacks”. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI),2022. | |
| Ziqiang Zheng, Yuanmeng Hu, Yi Bin, Xing Xu, Yang Yang, Heng Tao Shen. “Composition-Aware Image Steganography through Adversarial Self-Generated Supervision”. IEEE Transactions on Neural Networks and Learning Systems (TNNLS),2022. | |
| Xiang Guang, Yang Yang, Jingjing Li; Xiaofeng Zhu, Jingkuang Song, Heng Tao Shen. "On the Imaginary Wings: Texts Assisted Complex-valued Fusion Network for Fine-Grained Visual Classification". IEEE Transactions on Neural Networks and Learning Systems (TNNLS),2022. | |
| Ao Ma, Jingjing Li, Ke Lu, Lei Zhu, Heng Tao Shen. “Adversarial Entropy Optimization for Unsupervised Domain Adaptation”. IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022. | |
| Jieyan Liu, Mengmeng Jing, Jingjing Li, Ke Lu,Heng Tao Shen. “Open Set Domain Adaptation via Joint Alignment and Category Separation”. IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022. | |
| Shiyuan He, Weiyang Wang, Zheng Wang, Xing Xu, Yang Yang, Xiaoming Wang,Heng Tao Shen. “Category Alignment Adversarial Learning for Cross-modal Retrieval”. IEEE Transactions on Knowledge and Data Engineering (TKDE), 2022. | |
| Yanli Ji, Yuhan Hu, Yang Yang, Heng Tao Shen. “Region Attention Enhanced Unsupervised Cross-Domain Facial Emotion Recognition “. IEEE Transactions on Knowledge and Data Engineering (TKDE), 2022. | |
| Ziqiang Zheng, Yi Bin, Xiaoou Lv, Yang Wu, Yang Yang, Heng Tao Shen. “Asynchronous generative adversarial network for asymmetric unpaired image-to-image translation”. IEEE Transactions on Multimedia (TMM), 2022. | |
| Xuanhan Wang, Lianli Gao, Jingkuan Song, Yuyu Guo, Heng Tao Shen. “AMANet: Adaptive Multi-Path Aggregation for Learning Human 2D-3D Correspondences”. IEEE Transactions on Multimedia (TMM), 2022. | |
| Gongmian Wang, Xing Xu, Fumin Shen, Huimin Lu, Yanli Ji, Heng Tao Shen. “Cross-modal Dynamic Networks for Video Moment Retrieval with Text Query”. IEEE Transactions on Multimedia (TMM), 2022. | |
| Lingling Gao, Yanli Ji, Kumie Gedamu, Xiaofeng Zhu, Xing Xu, Heng Tao Shen. “View-invariant Human Action Recognition via View Transformation Network”. IEEE Transactions on Multimedia (TMM), 2022. | |
| Lianli Gao, Yu Lei, Pengpeng Zeng, Jingkuan Song, Meng Wang, Heng Tao Shen*. “Hierarchical Representation Network with AuxiliaryTasks for Video Captioning and Video Question Answering”. IEEE Transactions on Image Processing(TIP), 2022. | |
| Xiaoyang Tian, Jie Shao, Deqiang Ouyang, Heng Tao Shen. “UAV-Satellite View Synthesis for Cross-view Geo-Localization”. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2022. | |
| Jiwei Wei, Yang Yang, Xing Xu, Xiaofeng Zhu, Heng Tao Shen. "Universal Weighting Metric Learning for Cross-Modal Retrieval". IEEE Transactions on Pattern Analysis and Machine Intelligence(TPAMI), 2021. | |
| Yixuan He, Xing Xu, Jingran Zhang, Fumin Shen, Yang Yang, and Heng Tao Shen，"Modeling Two-Stream Correspondence for Visual Sound Separation", IEEE Transactions on Circuits and Systems for Video Technology(TCSVT), 2021. | |
| Yalan Ye, Ziwei Huang,Tongjie Pan,Jingjing Li*,Heng Tao Shen. "Reducing bias to source samples for unsupervised domain adaptation". Neural Networks, 2021. | |
| Jiangbo Ai, Yang Yang, Xing Xu, Jie Zhou, Heng Tao Shen. "CC-LSTM: Cross and Conditional Long-Short Time Memory for Video Captioning". Pattern Recognition(PR), 2021. | |
| Xing Xu, Yifan Wang, Yixuan He, Yang Yang, Alan Hanjalic, Heng Tao Shen*. “Cross-Modal Hybrid Feature Fusion for Image-Sentence Matching”. ACM Transactions on Multimedia Computing Communications and Applications(TOMM), 2021. | |
| Xiaofeng Zhu, Hongming Li, Heng Tao Shen*, Zheng Zhang, Yanli Ji, YongFan. “Fusing functional connectivity with network nodal information for sparse network pattern learning of functional brain networks”,Information Fusion, 2021. | |
| Lianli Gao, Zijie Huang, Jingkuan Song, Yang Yang, and Heng Tao Shen. "Push & Pull: Transferable Adversarial Examples With Attentive Attack". IEEE Transactions on Multimedia(TMM), 2021. | |
| Yalan Ye, Yukun He, Tongjie Pan, Jingjing Li, and Heng Tao Shen. "Alleviating Domain Shift via Discriminative Learning for Generalized Zero-Shot Learning". IEEE Transactions on Multimedia(TMM), 2021. | |
| Jingjing Li, Mengmeng Jing, Hongzu Su, Ke Lu, Lei Zhu, Heng Tao Shen. “Faster Domain Adaptation Networks”. IEEE Transactions on Knowledge and Data Engineering(TKDE), 2021. | |
| Yuyu Guo, Lianli Gao, Jingkuan Song, Peng Wang, Nicu Sebe, Heng Tao Shen, Xuelong Li. “Relation Regularized Scene Graph Generation”. IEEE Transactions on Cybernetics(TOC), 2021. | |
| Jingjing Li, Mengmeng Jing, Ke Lu, Lei Zhu, Heng Tao Shen. “Investigating the Bilateral Connections in Generative Zero-shot Learning”. IEEE Transactions on Cybernetics(TOC), 2021. | |
| Jingjing Li, Mengmeng Jing, Ke Lu, Lei Zhu and Heng Tao Shen. “Faster Domain Adaptation Networks”. IEEE Transactions on Knowledge and Data Engineering (TKDE), 2021. | |
| Yanli Ji, Yang Yang, Heng Tao Shen*, Tatsuya Harada. “View-invariant Action Recognition via Unsupervised AttentioN Transfer (ANT)”. Pattern Recognition(PR), 2021. | |
| Ziqiang Zheng, Zhibin Yu, Haiyong Zheng, Yang Yang, Heng Tao Shen. “One-Shot Image-to-Image Translation via Part-Global Learning with a Multi-adversarial Framework”. IEEE Transactions on Multimedia(TMM), 2021. | |
| Jipeng Zhang, Jie Shao, Rui Cao, Lianli Gao, Xing Xu, Heng Tao Shen. “Action-Centric Relation Transformer Network for Video Question Answering”. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2021. | |
| Dongyang Zhang, Jie Shao, Zhenwen Liang, Xueliang Liu, Heng Tao Shen “Multi-branch Networks for Video Super-Resolution with Dynamic Reconstruction Strategy”. IEEE Transactions on Circuits and Systems for Video Technology(TCSVT), 2021. | |
| Yujie Li, Xing Xu, Jinhui Xiao, Siyuan Li, Heng Tao Shen. “Adaptive Square Attack: Fooling Autonomous Cars with Adversarial Traffic Signs”. IEEE Internet of Things Journal, 2020. | |
| Heng Tao Shen, Xiaofeng Zhu, Zhen Zhang, Shui-Hua Wang, Yi Chen, Xing Xu, Jie Shao. “Heterogeneous data fusion for predicting mild cognitive impairment conversion”, Information Fusion, 66, 54-63, 2021. | |
| Xing Xu, Kaiyi Lin, Yang Yang, Alan Hanjalic, Heng Tao Shen*. “Joint Feature Synthesis and Embedding: Adversarial Cross-modal Retrieval Revisited”. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021. | |
| Zhijun Mai, Guosheng Hu, Dexiong Chen, Fumin Shen, Heng Tao Shen. “MetaMixUp: Learning Adaptive Interpolation Policy of MixUp with Meta-Learning”. IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2021. | |
| Xiang Guan, Yang Yang, Jingjing Li, Xing Xu, Heng Tao Shen. “Mind the Remainder: A Taylor’s Theorem View on Recurrent Neural Networks”. IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2021. | |
| Zheng Zhang, Luyao Liu, Yadan Luo, Zi Huang, Fumin Shen, Heng Tao Shen, Guangming Lu. "Inductive Structure Consistent Hashing via Flexible Semantic Calibration". IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2021. | |
| Xing Xu, Jingran Zhang, Yujie Li, Yichuan Wang, Yang Yang, Heng Tao Shen*. “Adversarial Attack against Urban Scene Segmentation for Autonomous Vehicles”. IEEE Transactions on Industrial Informatics (Tll), 2021. | |
| Xing Xu, Jialin Tian, Kaiyi Lin, Huimin Lu, Jie Shao and Heng Tao Shen, "Zero-Shot Cross-Modal Retrieval by Assembling AutoEncoder and Generative Adversarial Network", Transactions on Multimedia Computing Communications and Applications (TOMM), 2021. | |
| Feiyu Chen, Jie Shao, Yonghui Zhang, Xing Xu, and Heng Tao Shen. "Interclass-Relativity-Adaptive Metric Learning for Cross-Modal Matching and Beyond". IEEE Transactions on Multimedia (TMM), 2020. | |
| Dongyang Zhang, Jie Shao, Xinyao Li, and Heng Tao Shen, "Remote Sensing Image Super-Resolution via Mixed High-Order Attention Network", IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2020. | |
| Heng Tao Shen, Xiaofeng Zhu, Yonghua Zhu, Wei Zhang. “Half-quadratic Minimization for Unsupervised Feature Selection on Incomplete Data”. IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2020. | |
| Lianli Gao, Daiyuan Chen, Zhou Zhao, Jie Shao, Heng Tao Shen*. “Lightweight Dynamic Conditional GAN with Pyramid Attention for Text-to-Image Synthesis”. Pattern Recognition (PR), 2020. | |
| Jingjing Li, Erpeng Chen, Zhengming Ding, Lei Zhu, Ke Lu, Heng Tao Shen. “Maximum Density Divergence for Domain Adaptation”. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020. | |
| Liang Peng, Yang Yang, Zheng Wang, Zi Huang, Heng Tao Shen. “MRA-Net: Improving VQA via Multi-modal Relation Attention Network”. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020. | |
| Dongyang Zhang, Jie Shao, Zhenwen Liang, Lianli Gao, Heng Tao Shen. “Large Factor Image Super-Resolution with Cascaded Convolutional Neural Networks”. IEEE Transactions on Multimedia (TMM), 2020. | |
| Zijian Wang, Zheng Zhang, Yadan Luo, Zi Huang, Heng Tao Shen. “Deep Collaborative Discrete Hashing with Semantic-Invariant Structure Construction”. IEEE Transactions on Multimedia (TMM), 2020. | |
| Dongyang Zhang, Jie Shao, Heng Tao Shen. “Kernel Attention Network for Single Image Super-Resolution”. ACM Transactions on Multimedia Computing Communications and Applications (TOMM), 2020. | |
| Deqiang Ouyang, Jie Shao∗, Haijun Jiang, Sing Kiong Nguang, Heng Tao Shen. “Impulsive synchronization of coupled delayed neural networks with actuator saturation and its application to image encryption”. Neural Networks, 2020. | |
| Xing Xu, Tan Wang, Yang Yang, Alan Hanjalic, Heng Tao Shen*. “Graph Convolutional Network for Visual Question Generation”. IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2020. | |
| Lianli Gao, Tao Li, Jingkuan Song, Zhou Zhao, Heng Tao Shen. “Play and Rewind: Context-aware Video Temporal Action Proposals”. Pattern Recognition (PR), 2020. | |
| Huimin Lu, Ming Zhang, Xing Xu, Yujie Li, Heng Tao Shen. “Deep Fuzzy Hashing Network for Efficient Image Retrieval”. IEEE Transactions on Fuzzy Systems (TFS), 2020. | |
| Xing Xu, Kaiyi Lin, Lianli Gao, Huimin Lu, Heng Tao Shen*, Xuelong Li. “Learning Cross-Modal Common Representations by Private-Shared Subspaces Separation”. IEEE Transactions on Cybernetics (TOC), 2020. | |
| Mengmeng Jing, Jidong Zhao, Jingjing Li, Lei Zhu, Yang Yang, Heng Tao Shen. “Adaptive Component Embedding for Domain Adaptation”. IEEE Transactions on Cybernetics (TOC), 2020. | |
| Xing Xu, Tan Wang, Yang Yang, Lin Zuo, Fumin Shen and Heng Tao Shen*. "Cross-Modal Attention with Semantic Consistence for Image-Text Matching". IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2020. | |
| Diwen Wan, Fumin Shen, Li Liu, Fan Zhu, Lei Huang, MengyangYu, Heng Tao Shen, Ling Shao. “Deep Quantization Generative Networks”. Pattern Recognition (PR), 2020. | |
| Jingkuan Song, Tao He, Lianli Gao*, Xing Xu, Alan Hanjalic, Heng Tao Shen*. “Unified Binary Generative Adversarial Network for Image Retrieval and Compression”. International Journal of Computer Vision (IJCV), 2020. | |
| Liang Peng, Yang Yang, Xiaopeng Zhang, Yanli Ji, Huimin Lu, Heng Tao Shen. “Answer Again: Improving VQA with Cascaded-Answering Model”. IEEE Transactions on Knowledge and Data Engineering (TKDE), 2020. | |
| Heng Tao Shen, Luchen Liu, Zi Huang, Xing Xu, Fumin Shen, Richang Hong, Yang Yang*. “Exploiting Subspace Relation in Semantic Labels for Cross-modal Hashing”. IEEE Transactions on Knowledge and Data Engineering (TKDE), 2020. | |
| Yanli Ji, Yang Yang, Fumin Shen, Heng Tao Shen*, and Wei-Shi Zheng. “Arbitrary-view Human Action Recognition: A Varying-view RGB-D Action Dataset”. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2020. | |
| Jingran Zhang, Fumin Shen, Xing Xu, Heng Tao Shen. “Temporal Reasoning Graph for Activity Recognition”. IEEE Transactions on Image Processing (TIP), 2020. | |
| Yanli Ji, Yue Zhan, Yang Yang, Xing Xu, Fumin Shen, and Heng Tao Shen*. “A Context Knowledge Map Guided Coarse-to-fine Action Recognition”. IEEE Transactions on Image Processing (TIP), 2020. | |
| Yazhou Yao, Fumin Shen, Li Liu, Fan Zhu, Guosen Xie, Jian Zhang, and Heng Tao Shen. “Exploiting Web Images for Multi-output Classification: From Category to Subcategories”. IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2019. | |
| Xing Xu, Tan Wang, Yang Yang, Lin Zuo, Fumin Shen and Heng Tao Shen*. "Cross-Modal Attention with Semantic Consistence for Image-Text Matching". IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2019. | |
| Shiyuan He, Bokun Wang, Zheng Wang, Yang Yang, Fumin Shen, Zi Huang, and Heng Tao Shen. “Bidirectional Discrete Matrix Factorization Hashing for Image Search”. IEEE Transactions on Cybernetics (TOC), 2019. | |
| Xu Lu, Lei Zhu, Jingjing Li, Huaxiang Zhang, Heng Tao Shen. “Efficient Supervised Discrete Multi-view Hashing for Largescale Multimedia Search”. IEEE Transactions on Multimedia (TMM), 2019. | |
| Yuanbo Ma, Xing Xu, Fumin Shen, and Heng Tao Shen. "Similarity Preserving Feature Generation Networks for Zero-Shot Learning". Neurocomputing 2019. | |
| Jingjing Li, Ke Lu, Zi Huang, Heng Tao Shen.“On both Cold-Start and Long-Tail Recommendation with Social Data”. IEEE Transactions on Knowledge and Data Engineering (TKDE), 2019. | |
| Heng Tao Shen, Luchen Liu, Zi Huang, Xing Xu, Fumin Shen, Richang Hong, Yang Yang*. “Exploiting Subspace Relation in Semantic Labels for Cross-modal Hashing”. IEEE Transactions on Knowledge and Data Engineering (TKDE), 2019. | |
| Xing Xu, Huimin Lu, Jingkuan Song, Yang Yang, Heng Tao Shen*, Xuelong Li. "Ternary Adversarial Networks with Self-Supervision for Zero-Shot Cross-Modal Retrieval". IEEE Transactions on Cybernetics (TOC), 2019. | |
| Yanli Ji, Yang Yang, Fumin Shen, Heng Tao Shen*, Xuelong Li. “A Survey of Human Action Analysis in HRI Applications”. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2019. | |
| Xing Xu and Xiang Zhou and Fumin Shen and Lianli Gao and Heng Tao Shen and Xuelong Li. “Fusion by Synthesizing: A Multi-View Deep Neural Network for Zero-Shot Recognition. Signal Processing (), 2019. | |
| Dongxiang Zhang, Lei Wang, Nuo Xu, Bing Tian Dai, Heng Tao Shen*. “The Gap of Semantic Parsing: A Survey on Automatic Math Word Problem Solvers”. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2019. | |
| Yazhou Yao, Jian Zhang, Fumin Shen, Li Liu, Fan Zhu, Dongxiang Zhang, and Heng Tao Shen. “Towards Automatic Construction of Diverse, High-quality Image Datasets”. IEEE Transactions on Knowledge and Data Engineering (TKDE), 2019. | |
| Peng Wang, Lingqiao Liu, Chunhua Shen, Heng Tao Shen, "Order-aware Convolutional Pooling for Video Based Action Recognition". Pattern Recognition (PR), 2019. | |
| LianliGao, Xiangpeng Li, Jingkuan Song, Heng Tao Shen*. “Hierarchical LSTM with Adjusted Temporal Attention for Video Captioning”. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2019. | |
| Fumin Shen, Xiang Zhou, Jun Yu, Yang Yang, Li Liu, Heng Tao Shen*. “Scalable Zero-Shot Learning via Binary Visual-Semantic Embeddings”. IEEE Transactions on Image Processing (TIP), 2019. | |
| Jingjing Li, Mengmeng Jing, Ke Lu, Lei Zhu and Heng Tao Shen. “Locality Preserving Joint Transfer for Domain Adaptation”. IEEE Transactions on Image Processing (TIP), 2019. | |
| Mengqiu Hu, Yang Yang, Fumin Shen, Ning Xie, Richang Hong, Heng Tao Shen. “Collective Reconstructive Embeddings for Cross-modal Hashing”. IEEE Transactions on Image Processing (TIP), 2019. | |
| Yanli Ji, Y. Hu, Fumin Shen, Heng Tao Shen*. “Cross-database Facial Expression Recognition via an Intra-category Common Feature and Inter-category Distinguishing Feature Fusion Network”. Neurocomputing, 2019. | |
| Xiang Zhou, Fumin Shen, Li Liu, Wei Liu, Liqiang Nie, Yang Yang and Heng Tao Shen. “Graph Convolutional Network Hashing”. IEEE Transactions on Cybernetics (TOC), 2019. | |
| Heng Guo, Shuaicheng Liu, Shuyuan Zhu, Heng Tao Shen, Bing Zeng. “View-Consistent MeshFlow for Stereoscopic Video Stabilization”. IEEE Transactions on Computational Imaging (TCI), 2018. | |
| Jingjing Li, Ke Lu, Zi Huang, Lei Zhu and Heng Tao Shen. “Heterogeneous Domain Adaptation through Progressive Alignment”. IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2018. | |
| Yang Yang, Jie Zhou, Jiangbo Ai, Yi Bin, Alan Hanjalic, Heng Tao Shen*, Yanli Ji. “Video Captioning by Adversarial LSTM”. IEEE Transactions on Image Processing (TIP), 2018. | |
| Jie Shao, Gang Hu, Jingkuan Song, Xueliang Liu, and Heng Tao Shen*. "Towards Accurate Georeferenced Video Search with Camera Field of View Modeling". IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2018. | |
| Zheng Zhang, Li Liu, Fumin Shen, Heng Tao Shen, Ling Shao. “Binary Multi-View Clustering”. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2018. | |
| Mingxing Zhang, Yang Yang, Hanwang Zhang, Xinghan Chen, Heng Tao Shen, Tat-Seng Chua. “More is Better: Precise and Detailed Image Captioning with Online Positive Recall and Missing Contents Mining”. IEEE Transactions on Image Processing (TIP), 2018. | |
| Dongxiang Zhang, Mengting Ding, Dingyu Yang, Yi Liu, Ju Fan, Heng Tao Shen*. “Trajectory Simplification: An Experimental Study and Quality Analysis”. In Proceedings of 44th VLDB ( PVLDB), 2018. | |
| Yang Yang, Yaqian Duan, Xinze Wang, Zi Huang, Ning Xie, Heng Tao Shen*. "Hierarchical Multi-Clue Modelling for POI Popularity Prediction with Heterogeneous Tourist Information". IEEE Transactions on Knowledge and Data Engineering ( TKDE), 2018. | |
| Jingkuan Song, Yuyu Guo,Lian li Gao,Xuelong Li, Alan Hanjalic, Heng Tao Shen*. "From Deterministic to Generative: Multi-Modal Stochastic RNNs for Video Captioning". IEEE Transactions on Neural Networks and Learning Systems ( TNNLS), 2018. | |
| Zhiwei Liu, Yang Yang, Zi Huang, Fumin Shen, Dongxiang Zhang, Heng Tao Shen. “Embedding and predicting the event at early stage”. World Wide Web ( WWW), 2018. | |
| Ning Xie, Yang Yang, Heng Tao Shen*, Tingting Zhao. “Stroke-based stylization by learning sequential drawing examples”. J. Visual Communication and Image Representation ( VCIR), 2018. | |
| Ning Xie, Tingting Zhao, Yang Yang, Heng Tao Shen*. “Web-based SBLR Method of Multimedia Tools for Computer-aided Drawing”. Multimedia Tools and Application ( MTAP), 2018. | |
| Dongxiang Zhang, Yuchen Li, Xin Cao, Jie Shao, Heng Tao Shen*. "Augmented Keyword Search on Spatial Entity Databases". VLDB Journal, 2018. | |
| Yi Bin, Yang Yang, Fumin Shen, Ning Xie, Heng Tao Shen, Xuelong Li. "Describing Video with Attention based Bidirectional LSTM". IEEE Transactions on Cybernetics ( TOC), 2018. | |
| Jingjing Li, Ke Lu, Zi Huang, Lei Zhu and Heng Tao Shen. "Transfer Independently Together: A Generalized Framework for Domain Adaptation". IEEE Transactions on Cybernetics ( TOC), 2018. | |
| Lei Zhu, Zi Huang, Zhihui Li, Liang Xie, Heng Tao Shen*. "Exploring Auxiliary Context: Discrete Semantic Transfer Hashing for Scalable Image Retrieval". IEEE Transactions on Neural Networks and Learning Systems ( TNNLS), 2018. | |
| Fumin Shen, Yan Xu, Li Liu, Yang Yang, Zi Huang, Heng Tao Shen*. "Unsupervised Deep Hashing with Similarity-Adaptive and Discrete Optimization". IEEE Transactions on Pattern Analysis and Machine Intelligence ( TPAMI), 2018. | |
| 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), 2018. (An early version " Hashing for similarity search: A survey" at arXiv:1408.2927). | |
| Lingqiao Liu, Peng Wang, Chunhua Shen, Lei Wang, Anton van den Hengel, Chao Wang, Heng Tao Shen. "Compositional Model based Fisher Vector Coding for Image Classification". IEEE Transactions on Pattern Analysis and Machine Intelligence ( TPAMI), 2018. | |
| Huimin Wu, Jie Shao, Xing Xu, Yanli Ji, Fumin Shen, and Heng Tao Shen. "Recognition and Detection of Two-person Interactive Actions Using Automatically Selected Skeleton Features". IEEE Transactions on Human-Machine Systems, 2018. | |
| Xuanhan Wang, Lianli Gao, Jingkuan Song, Xiantong Zhen, Nicu Sebe, Heng Tao Shen. "Deep appearance and motion learning for egocentric activity recognition". Neurocomputing 275: 438-447, 2018. | |
| Shiyuan He, Guo Ye, Mengqiu Hu, Yang Yang, Fumin Shen, Heng Tao Shen, Xuelong Li. "Learning Binary Codes with Local and Inner Data Structure". Neurocomputing, 2018. | |
| Yanli Ji, Yang Yang, Xing Xu, Heng Tao Shen*. "One-shot learning based pattern transition map for action early recognition". Signal Processing, 143:364-370, 2018. | |
| Mengqiu Hu, Yang Yang, Fumin Shen, Ning Xie, Heng Tao Shen. “Hashing with Angular Reconstructive Embeddings”. IEEE Transactions on Image Processing ( TIP), 2017. | |
| 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. | |
| Yan Dai, Jie Shao, Chengbo Wei, Dongxiang Zhang, Heng Tao Shen. "Personalized Semantic Trajectory Privacy Preservation through Trajectory Reconstruction". World Wide Web ( WWW), 2017. | |
| Lianli Gao, Zhao Guo, Hanwang Zhang, Xing Xu, Heng Tao Shen*. "Videos Captioning with Attention-based LSTM and Semantic Consistency". IEEE Transactions on Multimedia ( TMM), 2017. | |
| Yang Yang, Fumin Shen, Zi Huang, Heng Tao Shen*, Xuelong Li. "Discrete Nonnegative Spectral Clustering". IEEE Transactions on Knowledge and Data Engineering ( TKDE), 2017. | |
| 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. | |
| 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. | |
| Yadan Luo, Yang Yang, Fumin Shen, Zi Huang, Pan Zhou, Heng Tao Shen. "Robust Discrete Code Modeling for Supervised Hashing". Pattern Recognition ( PR), 2017. | |
| Dongxiang Zhang, Dingyu Yang, Yuan Wang, Kian-Lee Tan, Jian Cao, Heng Tao Shen. "Distributed Shortest Path Query Processing on Dynamic Road Networks". VLDB Journal, 2017. | |
| 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. | |
| Xing Xu, Fumin Shen, Yang Yang, Heng Tao Shen, Xuelong Li. "Learning Discriminative Binary Codes for Large-scale Cross-modal Retrieval". IEEE Transactions on Image Processing ( TIP), 2017. | |
| 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. | |
| Dongxiang Zhang, Liqiang Nie, Huanbo Luan, Kian-Lee Tan, Tat-Seng Chua, Heng Tao Shen, "Compact Indexing and Judicious Searching for Billion-Scale Microblog Retrieval". ACM Transactions on Information Systems ( TOIS), 2017. | |
| Dongxiang Zhang, Yuchen Li, Ju Fan, Lianli Gao, Fumin Shen, Heng Tao Shen. "Processing Long Queries Against Short Text: Top-k Advertisement Matching in News Stream Applications". ACM Transactions on Information Systems ( TOIS), 2017. | |
| Gang Hu, Jie Shao, Fenglin Liu, Yuan Wang, Heng Tao Shen. "IF-Matching: Towards Accurate Map-Matching with Information Fusion". IEEE Transactions on Knowledge and Data Engineering ( TKDE), 2016. | |
| Dongxiang Zhang, Long Guo, Liqiang Nie, Jie Shao, Sai Wu, Heng Tao Shen. "Targeted Advertising in Public Transportation Systems with Quantitative Evaluation". ACM Transactions on Information Systems ( TOIS), 2016. | |
| Yuanzhouhan Cao, Chunhua Shen, Heng Tao Shen. "Exploiting Depth from Single Monocular Images for Object Detection and Semantic Segmentation". IEEE Transactions on Image Processing ( TIP), 2016. | |
| Litao Yu, yang yang, Zi Huang, Peng Wang, Jingkuan Song, Heng Tao Shen*. "Web Video Event Recognition by Semantic Analysis from Ubiquitous Documents". IEEE Transactions on Image Processing ( TIP), 2016. | |
| Fumin Shen, Xiang Zhou, Yang 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. | |
| 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. | |
| Hao Xiong, Tongliang Liu, Dacheng Tao, Heng Tao Shen. "Dual Diversified Dynamical Gaussian Process Latent Variable Model for Video Repairing". IEEE Transactions on Image Processing ( TIP), 25(8): 3626-3637, 2016. | |
| Xiaobo Shen, Fumin Shen, Quan-sen Sun, Yang Yang, Yun-Hao Yuan, Heng Tao Shen. "Semi-paired Discrete Hashing: Learning Latent Hash Codes for Semi-paired Cross-view Retrieval". IEEE Transactions on Cybernetics ( TOC), 2016. | |
| Peng Wang, Yuanzhouhan Cao, Chunhua Shen, Lingqiao Liu, Heng Tao Shen. “Temporal Pyramid Pooling Based Convolutional Neural Networks for Action Recognition”. IEEE Transactions on Circuits and Systems for Video Technology ( TCSVT), 2016. | |
| Litao Yu, Zi Huang, Jiewei Cao, Heng Tao Shen. "Scalable Video Event Retrieval by Visual State Binary Embedding". IEEE Transactions on Multimedia ( TMM), 18(8): 1590-1603, 2016. | |
| Jingkuan Song, Heng Tao Shen, Jianfeng Wang, Zi Huang, Nicu Sebe, Jingdong Wang."A Distance-Computation-Free Search Scheme for Binary Code Databases". IEEE Transactions on Multimedia ( TMM), 18(3): 484-495, 2016. | |
| Fumin Shen, Chunhua Shen, Xiang Zhou, Yang Yang, Heng Tao Shen. "Face Image Classification by Pooling Raw Features". Pattern Recognition ( PR), 54: 94-103, 2016. | |
| Xuanhan Wang, Lianli Gao, Jingkuan Song, Heng Tao Shen. "Beyond Frame-level CNN: Saliency-aware 3D CNN with LSTM for Video Action Recognition". IEEE Signal Process. Lett. 2016. | |
| Xiao-Bo Shen, Fumin Shen, Quan-Sen Sun, Yun-Hao Yuan, Heng Tao Shen. "Robust Cross-view Hashing for Multimedia Retrieval. IEEE Signal Process. Lett. 23(6): 893-897, 2016. | |
| 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 ( TBD), 1(4): 162-171, 2015. | |
| Shuai Liao, Xirong Li, Heng Tao Shen, Yang Yang, and Xiaoyong Du. "Tag Features for Geo-Aware Image Classification". IEEE Transactions on Multimedia ( TMM), 17(7): 1058-1067, 2015. | |
| Fumin Shen, Chunhua Shen, Qinfeng Shi, Anton van den Hengel, Zhenmin Tang, Heng Tao Shen. "Hashing on Nonlinear Manifolds”. IEEE Transactions on Image Processing ( TIP), 24(6): 1839-1851, 2015. | |
| Yang Yang, Zhigang Ma, Yi Yang, Feiping Nie, Heng Tao Shen. “Multi-Task Spectral Clustering by Exploring Inter-Task Correlation”. IEEE Transactions on Cybernetics ( TOC), 45(5): 1069-1080, 2015. | |
| Fumin Shen, Wankou Yang, Hanxi Li, Hanwang Zhang, Heng Tao Shen. “Robust regression based face recognition with fast outlier removal”. Multimedia Tools and Applications (MTAP), 2015. | |
| Litao Yu, Jie Shao, Xin-Shun Xu, Heng Tao Shen. "Max-Margin Adaptive Model for Complex Video Pattern Recognition". Multimedia Tools and Application (MTAP), 74(2): 505-521, 2015. | |
| Jianfeng Wang, Jingdong Wang, Jingkuan Song, Xin-Shun Xu, Heng Tao Shen, and Shipeng Li. "Optimized Cartesian K-means". IEEE Transactions on Knowledge and Data Engineering ( TKDE), 27(1): 180-192, 2015. | |
| Yingfan Liu, Jiangtao Cui, Zi Huang, Hui Li,, Heng Tao Shen. "SKLSH : An Efficient Index Structure for Approximate Nearest Neighbor Search". In Proceedings of 40 th VLDB ( PVLDB), 7(9): 745-756, 2014. ( Code) | |
| Jiujun Liu, Yi Yang, Zi Huang, Yang Yang, Heng Tao Shen. "On the Influence Propagation of Web Videos". IEEE Transactions on Knowledge and Data Engineering ( TKDE), 26(8): 1961-1973, 2014. | |
| Ying Zhang, Wenjie Zhang, Qianlu Qin, Xuemin Lin,, Heng Tao Shen. "Effectively Indexing the Multi-dimensional Uncertain Objects". IEEE Transactions on Knowledge and Data Engineering ( TKDE), 26(3):608-622, 2014. | |
| Jingkuan Song, Yi Yang, Zi Huang, Heng Tao Shen, and Jiebo Luo. "Effective Multiple Feature Hashing for Large-scale Near-duplicate Video Retrieval". IEEE Transactions on Multimedia ( TMM), 15(8):1-12, 2013. | |
| Yang Yang, Yi Yang, Heng Tao Shen, Yanchun Zhang, Xiaoyong Du and Xiaofang Zhou. "Discriminative Nonnegative Spectral Clustering with Out-of-Sample Extension". IEEE Transactions on Knowledge and Data Engineering ( TKDE), 25(8):1760-1771, 2013. | |
| Jianbin Qin, Wei Wang, Chuan Xiao, Xuemin Lin, Heng Tao Shen. "VChunkJoin: An Efficient Algorithm for Edit Similarity Joins". IEEE Transactions on Knowledge and Data Engineering ( TKDE), 25(8):1916-1929, 2013. | |
| Jiajun Liu, Zi Huang, Hongyun Cai, Heng Tao Shen*, Chong-Wah Ngo and Wei Wang. "Near-duplicate Video Retrieval: Current Research and Future Trends". ACM Computing Surveys, 45(4), 2013. | |
| Xiaofeng Zhu, Zi Huang, Hong Cheng, Jiangtao Cui, Heng Tao Shen. "Sparse Hashing for Fast Multimedia Search". ACM Transactions on Information Systems ( TOIS), 31(2), 2013. | |
| Yang Yang, Zi Huang, Yi Yang, Heng Tao Shen*, Jiebo Luo. "Local Image Tagging via Graph Regularized Joint Group Sparsity". Pattern Recognition ( PR), 46(5): 1358-1368, 2013. | |
| Xiaofeng Zhu, Zi Huang, Jiangtao Cui, Heng Tao Shen. "Video-to-Shot Tag Propagation by Graph Sparse Group Lasso". IEEE Transactions on Multimedia ( TMM), 15(3):633-646, 2013. | |
| Yang Yang, Yi Yang, Heng Tao Shen. "Effective Transfer Tagging from Image to Video". ACM Transactions on Multimedia Computing Communications and Applications ( TOMM), 9(2):14, 2013. | |
| Minqi Zhou, Heng Tao Shen, Weining Qian, and Aoying Zhou. "Personalized Query Evaluation in Ring-based P2PNetworks". Information Sciences, 220:463-482, 2013. | |
| Xiaofeng Zhu, Zi Huang, Yang Yang, Heng Tao Shen*, Changsheng Xu, and Jiebo Luo. "Self-taught Dimensionality Reduction on the High-dimensional Small-sized Data". Pattern Recognition ( PR), 46(1): 215-229, 2013. | |
| Xiaofeng Zhu, Zi Huang, Heng Tao Shen*, Jian Cheng and Changsheng Xu. "Dimensionality Reduction by Mixed Kernel Canonical Correlation Analysis". Pattern Recognition ( PR), 45(8):3003-3016, 2012. | |
| Zhe Zhao, Bin Cui, Gao Cong, Zi Huang,, Heng Tao Shen: "Extracting Representative Motion Flows for Effective Video Retrieval". Multimedia Tools and Applications (MTAP), 58(3):687-711, 2012. | |
| Yi Yang, Fei Wu, Feiping Nie, Heng Tao Shen, Yueting Zhuang and Alexander G. Hauptmann. "Web & Personal Image Annotation by Mining Label Correlation with Relaxed Visual Graph Embedding". IEEE Transactions on Image Processing ( TIP), 21(3):1339-1351, 2012. | |
| Xiaoming Zhang, Zi Huang, Heng Tao Shen*, Yang Yang, and Zhoujun Li. "Automatic Tagging by Exploring Tag Information Capability and Correlation". World Wide Web ( WWW), 15(3):233-256, 2012. | |
| Qing Xie, Zi Huang, Heng Tao Shen, Xiaofang Zhou and Chaoyi Pang. "Quick Identification of Near-duplicate Video Sequences with Cut Signature". World Wide Web ( WWW), 15(3):355-382, 2012. | |
| Jiajun Liu, Zi Huang, Heng Tao Shen and Bin Cui. "Correlation-based Retrieval for Heavily Changed Near-duplicate Videos". ACM Transactions on Information Systems ( TOIS), 29(4), 2011. | |
| Yang Yang, Zi Huang, Heng Tao Shen* and Xiaofang Zhou. "Mining Multi-tag Association for Image Tagging". World Wide Web ( WWW), 14(2):133-156, 2011. | |
| Jie Shao, Heng Tao Shen, Zi Huang and Xiaofang Zhou. "Exploring Distributional Discrepancy for Multi-dimensional Point Set Retrieval". IEEE Transactions on Multimedia ( TMM). 13(1):71-78, 2011. | |
| Zi Huang, Heng Tao Shen, Jie Shao, Bin Cui and Xiaofang Zhou. "Practical Online Near-duplicate Subsequence Detection for Continuous Video Streams". IEEE Transactions on Multimedia ( TMM). 12(5):386-398, 2010. | |
| Zi Huang, Bo Hu, Hong Cheng, Heng Tao Shen, Hongyan Liu and Xiaofang Zhou. "Mining Near-duplicate Graph for Cluster-based Reranking of Web Video Search Results". ACM Transactions on Information Systems ( TOIS), 28(4), 2010. | |
| Zi Huang, Heng Tao Shen, Jie Shao, Xiaofang Zhou and Bin Cui. "Bounded Coordinate System Indexing for Real-time Video Clip Search". ACM Transactions on Information System ( TOIS), 27(3), 2009. | |
| Ke Deng, Xiaofang Zhou, Heng Tao Shen, Shazia Sadiq and Xue Li. "Instance Optimal Query Processing in Spatial Networks". VLDB Journal, 18(3):675-693, 2009. | |
| Heng Tao Shen, Jie Shao, Zi Huang and Xiaofang Zhou. "Effective and Efficient Query Processing for Video Subsequence Identification", IEEE Transaction on Knowledge and Data Engineering ( TKDE), 21(3):321-334, 2009. | |
| Quanqing Xu, Heng Tao Shen, Zaiben Chen, Bin Cui, Xiaofang Zhou, Yafei Dai. "Hybrid information retrieval policies based on cooperative cache in mobile P2P networks". Frontiers of Computer Science in China. 3(3):381-395, 2009. | |
| Heng Tao Shen, Shouxu Jiang, Kian-Lee Tan, Zi Huang and Xiaofang Zhou. "Speed Up Interactive Image Retrieval". VLDB Journal, 18(1): 329-343, 2008. | |
| Ke Deng, Xiaofang Zhou, Heng Tao Shen, Qing Liu, Kai Xu, and Xuemin Lin, "A Multi-resolution Surface Distribution Model for k-NN Query Processing", VLDB Journal, 17(5):1101-1119, 2008. | |
| HoyoungJeung, Man Lung Yiu, Xiaofang Zhou, Christian S. Jensen and Heng Tao Shen, "Discovery of Convoys in Trajectory Databases", In Proceedings of 34th VLDB ( PVLDB), 1(1): 1068-1080, 2008. | |
| Jie Shao, Heng Tao Shen and Xiaofang Zhou, "Challenges and techniques for effective and efficient similarity search in large video databases", In Proceedings of 34th VLDB ( PVLDB), 1(2): 1598-1603, 2008. | |
| Jie Shao, Zi Huang, Heng Tao Shen, Xiaofang Zhou, Ee-Peng Lim and Yijun Li. "Batch Nearest Neighbor Search for Video Retrieval". IEEE Transaction on Multimedia ( TMM), 10(3):409-420, 2008. | |
| Zi Huang, Heng Tao Shen, and Xiaofang Zhou. "Localized Co-occurrence Model for Fast Approximate Search in 3D Structure Databases". IEEE Transaction on Knowledge and Data Engineering ( TKDE),20(4):519-531, 2008. | |
| Heng Tao Shen, Xiaofang Zhou and Aoying Zhou. "An adaptive and dynamic dimensionality reduction method for high-dimensional indexing". VLDB Journal, 16(2):219-234, 2007. | |
| Heng Tao Shen and Xiaofang Zhou. "Capture Local Information in Shape-based Retrieval". Multimedia Tools and Applications (MTAP), 33(2):157-174, 2007. | |
| Heng Tao Shen, Xiaofang Zhou and Bin Cui. "Indexing and Integrating Multiple Features for WWW images". World Wide Web ( WWW), 9(3):343-364, 2006. | |
| Heng Tao Shen, Xiaofang Zhou and Bin Cui. "ICICLE: A semantic-based WWW image retrieval system". Multimedia System Journal (MMSJ), 11(5):438-454, 2006. | |
| Hong Lu, Beng Chin Ooi, Heng Tao Shen, and Xiangyang Xue. "Hierarchical Indexing Structure for Efficient Similarity Search in Video Retrieval". IEEE Transaction on Knowledge and Data Engineering( TKDE), 18(11):1544-1559, 2006. | |
| Kai Xu, Xiaofang Zhou, Xuemin Lin, Heng Tao Shen, and Ke Deng. "A Multi-Resolution Terrain Model for Efficient Visualization Query Processing". IEEE Transaction on Knowledge and Data Engineering ( TKDE), 18(10):1382-1396, 2006. | |
| H.V. Jagadish, Beng Chin Ooi, Heng Tao Shen, Kian-Lee Tan, "Towards efficient multi-feature query processing". IEEE Transaction on Knowledge and Data Engineering ( TKDE), 18(3):350-362, 2006. | |
| Heng Tao Shen, Yan Feng Shu and Bei Yu. "Efficient Semantic-based Content Search in P2P Network". IEEE Transaction on Knowledge and Data Engineering ( TKDE), 16(7):813-826, 2004. |
| Jialin Tian, Xing Xu, Fumin Shen, Yang Yang, Heng Tao Shen. “TVT: Three-Way Vision Transformer through Multi-Modal Hypersphere Learning for Zero-Shot Sketch-Based Image Retrieval”. The 36th AAAI Conference on Artificial Intelligence (AAAI), 2022. | |
| Yuyu Guo, Lianli Gao, Xuanhan Wang, Yuxuan Hu, Xing Xu, Heng Tao Shen, Jingkuan Song. “From General to Specific: Informative Scene Graph Generation via Balance Adjustment”. In Proceedings of International Conference on Computer Vision(ICCV), 2021. | |
| Yazhou Yao, Xiu-Shen Wei, Zeren Sun, Yongshun Zhang, Fumin Shen, Jianxin Wu, Jian Zhang, Heng Tao Shen. “Webly Supervised Fine-Grained Recognition: Benchmark Datasets and An Approach”. In Proceedings of International Conference on Computer Vision(ICCV), 2021. | |
| Jiao Li, Xing Xu*, Wei Yu, Fumin Shen, Zuo Cao, Kai Zuo and Heng Tao Shen. "Hybrid Fusion with Intra- and Cross-Modality Attention for Image-Recipe Retrieval". ACM Special Interest Group on Information Retrieval(SIGIR), 2021. | |
| Yiran Zhu, Xing Xu*, Fumin Shen, Yanli Ji, Lianli Gao and Heng Tao Shen. "PoseGTAC: Graph Transformer Encoder-Decoder with Atrous Convolution for 3D Human Pose Estimation". International Joint Conference on Artificial Intelligence(IJCAI), 2021. | |
| Mingxing Zhang, Yang Yang, Xinghan Chen, Yanli Ji, Xing Xu, Jingjing Li, Heng Tao Shen. “Multi-stage Aggregated Transformer Network for Temporal Language Localization in Videos”. In Proceedings of 34th IEEE Conference on Computer Vision and Pattern Recognition(CVPR), 2021. | |
| Jingran Zhang, Xing Xu, Fumin Shen, Huimin Lu, Xin Liu, Heng Tao Shen. “Enhancing Audio-Visual Association with Self-Supervised Curriculum Learning”. The 35th AAAI Conference on Artificial Intelligence(AAAI), 2021. | |
| Yan Dai, Xuanhan Wang, Jingkuan Song, Lianli Gao, Heng Tao Shen. “RSGNet: Relation Based Skeleton Graph Network for Crowded Scenes Pose Estimation”. The 35th AAAI Conference on Artificial Intelligence(AAAI), 2021. | |
| Lianli Gao, Junchen Zhu, Jingkuan Song, Feng Zheng, Heng Tao Shen*. “Lab2Pix: Label-Adaptive Generative Adversarial Network for Unsupervised Image Synthesis”. In Proceedings of 28th ACM International Conference on Multimedia(ACM MM), 2020. | |
| Xuanhan Wang, Lianli Gao, Jingkuan Song, Heng Tao Shen. “KTN: Knowledge Transfer Network for Multi-person DensePose Estimation”. In Proceedings of 28th ACM International Conference on Multimedia (ACM MM), 2020. | |
| Yuyu Guo, Jingkuan Song, Lianli Gao, Heng Tao Shen. “One-shot Scene Graph Generation”. In Proceedings of 28th ACM International Conference on Multimedia (ACM MM), 2020. | |
| Xing Xu, Jiefu Chen, Jinhui Xiao, Zheng Wang, Yang Yang, Heng Tao Shen*. “Learning Optimization-based Adversarial Perturbations for Attacking Sequential Recognition Models”. In Proceedings of 28th ACM International Conference on Multimedia (ACM MM), 2020. | |
| Yifeng Zhou, Xing Xu, Fumin Shen, Lianli Gao, Huimin Lu, Heng Tao Shen. “Temporal Denoising Mask Synthesis Network for Learning Blind Video Temporal Consistency”. In Proceedings of 28th ACM International Conference on Multimedia (ACM MM), 2020. | |
| Jingkuan Song, Ruimin Lang, Xiaosu Zhu, Xing Xu, Lianli Gao* and Heng Tao Shen. "3D Self-Attention for Unsupervised Video Quantization". ACM Special Interest Group on Information Retrieval (SIGIR), 2020. | |
| Xing Xu, Kaiyi Lin, Huimin Lu, Lianli Gao and Heng Tao Shen. "Correlated Features Synthesis and Alignment for Zero-shot Cross-modal Retrieval". ACM Special Interest Group on Information Retrieval (SIGIR), 2020. | |
| Lianli Gao, Qilong Zhang, Jingkuan Song, Xianglong Liu, Heng Tao Shen. “Patch-wise Attack for Fooling Deep Neural Network”. European Conference on Computer Vision (ECCV), 2020. | |
| Lianli Gao, Zhilong Zhou, Heng ao Shen, Jingkuan Song. "Bottom-up and Top-down: Bidirectional Additive Net for Edge Detection". International Joint Conference on Artificial Intelligence (IJCAI), 2020. | |
| Haodong Liao, Ning Xie*, Huiyuan Li, Yuhang Li, Jianping Su, Feng Jiang, Weipeng Huang and Heng Tao Shen. "Data-Driven Spatio-Temporal Analysis via Multi-Modal Zeitgebers and Cognitive Load in VR". IEEE Conference on Virtual Reality and 3D User Interfaces (IEEE VR), 2020. | |
| Teng Long, Pascal Mettes, Heng Tao Shen*, Cees Snoek. “Searching for Actions on the Hyperbole”. In Proceedings of 33rd IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020. | |
| Jiwei Wei, Xing Xu, Yang Yang, Yanli Ji, Zheng Wang, Heng Tao Shen. “Universal Weighting Metric Learning for Cross-Modal Matching”. In Proceedings of 33rd IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020. | |
| Xing Xu, Jiefu Chen, Jinhui Xiao, Lianli Gao, Fumin Shen, Heng Tao shen*. “What Machines See Is Not What They Get: Fooling Scene Text Recognition Models with Adversarial Text Images”. In Proceedings of 33rd IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020. | |
| Kaiyi Lin, Xing Xu, Lianli Gao, Zheng Wang, Heng Tao Shen. "Learning Cross-Aligned Latent Embeddings for Zero-Shot Cross-Modal Retrieval". The 34th AAAI Conference on Artificial Intelligence (AAAI), 2020. | |
| Qidi Xu, Haocheng Xu, Weilong Chen, Chaojun Han, Haoyang Li, Fumin Shen*, Heng Tao Shen. "Time-aware Session Embedding for Click-Through-Rate Prediction". In Proceedings of 27th ACM International Conference on Multimedia (ACM MM), 2019.(Grand Challenge First Place Winner) | |
| Xiangpeng Li, Lianli Gao, Xuanhan Wang, Wu Liu, Xing Xu, Jingkuan Song*and Heng Tao Shen. “Learnable Aggregating Net with Divergent Loss for Video Question Answering”. In Proceedings of 27th ACM International Conference on Multimedia (ACM MM), 2019. | |
| Yuyu Guo, Lianli Gao, Jingkuan Song*, Peng Wang, Wuyuan Xie and Heng Tao Shen. “Adaptive Multi-path Aggregation for Dense Human Pose Estimation In The Wild”. In Proceedings of 27th ACM International Conference on Multimedia (ACM MM), 2019. | |
| Yanli Ji, Feixiang Xu, Yang Yang, Ning Xie, Heng Tao Shen* and Tatsuya Harada. “Attention Transfer (ANT) Network for View-invariant Action Recognition”. In Proceedings of 27th ACM International Conference on Multimedia (ACM MM), 2019. | |
| Tan Wang, Xing Xu*, Yang Yang*, Alan Hanjalic, Heng Tao Shen and Jingkuan Song. “Matching Images and Text with Multi-modal Tensor Fusion and Re-ranking”. In Proceedings of 27th ACM International Conference on Multimedia (ACM MM), 2019. | |
| Jingyi Zhang, Zhen Wei, Ionut Cosmin Duta, Fumin Shen*, Li Liu, Fan Zhu, Xing Xu, Ling Shao and Heng Tao Shen. “Generative Reconstructive Hashing for Incomplete Video Analysis”. In Proceedings of 27th ACM International Conference on Multimedia (ACM MM), 2019. | |
| Jingkuan Song, Xiaosu Zhu, Lianli Gao, Zhou Zhao, Heng Tao Shen. “Beyond Product Quantization: Deep Progressive Quantization for Image Retrieval”. International Joint Conference on Artificial Intelligence (IJCAI), 2019. | |
| Jingkuan Song, Xiaosu Zhu, Lianli Gao, Xin-Shun Xu, Wu Liu, Heng Tao Shen*. “Deep Recurrent Quantization for Generating Sequential Binary Codes”. International Joint Conference on Artificial Intelligence (IJCAI), 2019. | |
| Yan Xu, Baoyuan Wu, Fumin Shen, Yanbo Fan, Yong Zhang, Heng Tao Shen, Wei Liu. “Adversarial Attack to Image Captioning via Structured Output Learning with Latent Variables”. In Proceedings of 32nd IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019. | |
| Yaping Zhang, Shuai Nie, Wenju Liu, Xing Xu, Dongxiang Zhang, Heng Tao Shen. “Sequence-to-Sequence Domain Adaptation Network for Robust Text Image Recognition”. In Proceedings of 32nd IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019. | |
| Yi Bin,Yang Yang,Chaofan Tao,Zi Huang,Jingjing Li and Heng Tao Shen. "MR-NET: Exploiting Mutual Relation for Visual Relationship Detection". The 33rd AAAI Conference on Artificial Intelligence (AAAI), 2019. | |
| Lei Wang,Dongxiang Zhang,Jipeng Zhang,Xing Xu,Lianli Gao,Bingtian Dai and Heng Tao Shen. "Template-Based MathWord Problem Solvers with Recursive Neural Networks". The 33rd AAAI Conference on Artificial Intelligence (AAAI), 2019. | |
| Lianli Gao,Kaixuan Fan,Jingkuan Song,Xianglong Liu,Xing Xu and Heng Tao Shen. "Deliberate Residual based Attention Network for Image Captioning". The 33rd AAAI Conference on Artificial Intelligence (AAAI), 2019. | |
| Lianli Gao,Daiyuan Chen,Jingkuan Song,Xing Xu,Dongxiang Zhang and Heng Tao Shen. "Perceptual Pyramid Adversarial Networks for Text-to-Image Synthesis". The 33rd AAAI Conference on Artificial Intelligence (AAAI), 2019. | |
| Lianli Gao,Pengpeng Zeng,Jingkuan Song,YuanFang Li,Wu Liu,Tao Mei and Heng Tao Shen. "Structured Two-stream Attention Network for Video Question Answering". The 33rd AAAI Conference on Artificial Intelligence (AAAI), 2019. | |
| Ning Xie, Xinrui Cai, Sipei Li, Yifan Lu, Kai Tan, Mingyue Lou, Heng Tao Shen. “DT-Zheng: Digital Twin Method for Zheng Musical Instrument” (SIGGRAPH Asia), 2018. | |
| Diwen Wan, Fumin Shen, Li Liu, Fan Zhu, Jie Qin, Ling Shao, Heng Tao Shen, "TBN: Convolutional Neural Network with Ternary Inputs and Binary Weights". European Conference on Computer Vision (ECCV), 2018. | |
| Jingyi Zhang, Fumin Shen, Li Liu, Fan Zhu, Mengyang Yu, Ling Shao, Heng Tao Shen, Luc Van Gool, "Generative Domain-Migration Hashing for Sketch-to-Image Retrieval". European Conference on Computer Vision (ECCV), 2018. | |
| Zheng Zhang, Li Liu, Jie Qin, Fan Zhu, Fumin Shen, Yong Xu, Ling Shao, Heng Tao Shen, "Highly-Economized Multi-View Binary Compression for Scalable Image Clustering". European Conference on Computer Vision (ECCV), 2018. | |
| Chaojun Han, Fumin Shen, Li Liu, Yang Yang, Heng Tao Shen. “Visual Spatial Attention Network for Relationship Detection”. In Proceedings of 26th ACM International Conference on Multimedia (ACM MM), 2018. | |
| Deqiang Ouyang, Jie Shao, Yonghui Zhang, Yang Yang, Heng Tao Shen. “Video-based Person Re-identification via Self-Paced Learning and Deep Reinforcement Learning Framework”. In Proceedings of 26th ACM International Conference on Multimedia (ACM MM), 2018. | |
| Yanli Ji, Yang Yang, Fumin Shen, Heng Tao Shen*, Wei-Shi Zheng. “A Large Scale RGB-D Database for Arbitrary-view Human Action Recognition”. In Proceedings of 26th ACM International Conference on Multimedia (ACM MM), 2018. | |
| Jingkuan Song, Lianli Gao, Xianglong Liu, Heng Tao Shen*. “Examine before You Answer: Multi-task Learning with Adaptive-attentions for Multiple-choice VQA”. In Proceedings of 26th ACM International Conference on Multimedia (ACM MM), 2018. | |
| Jingkuan Song, Lianli Gao, Xing Xu, Heng Tao Shen*. “Cumulative Nets for Edge Detection”. In Proceedings of 26th ACM International Conference on Multimedia (ACM MM), 2018. | |
| Teng Long, Xing Xu, YouYou Li, Fumin Shen, Jingkuan Song, Heng Tao Shen. “Pseudo Transfer with Marginalized Corrupted Attribute for Zero-shot Learning”. In Proceedings of 26th ACM International Conference on Multimedia (ACM MM), 2018. | |
| Bingqing Ke, Jie Shao, Zi Huang, and Heng Tao Shen. "Feature Reconstruction by Laplacian Eigenmaps for Efficient Instance Search", In Proceedings of the 8th ACM International Conference on Multimedia Retrieval (ICMR), 2018. | |
| Jingkuan Song, Pengpeng Zeng, Lianli Gao, Heng Tao Shen*. “From Pixels to Objects: Cubic Visual Attention for Visual Question Answering”. International Joint Conference on Artificial Intelligence (IJCAI), 2018. | |
| Lianli Gao, Jingkuan Song, Dongxiang Zhang, Heng Tao Shen*. “Coarse-to-fine Image Co-segmentation with Intra and Inter Rank Constraints”. International Joint Conference on Artificial Intelligence (IJCAI), 2018. | |
| Jingkuan Song, Jingqiu Zhang, Lianli Gao, Xianglong Liu, Heng Tao Shen*. “Dual Conditional GANs for Face Aging and Rejuvenation”. International Joint Conference on Artificial Intelligence (IJCAI), 2018. | |
| Qidi Xu, Fumin Shen, Li Liu, Heng Tao Shen. “GraphCAR: Content-aware Multimedia Recommendation with Graph Autoencoder”. In Proceedings of 41st International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2018. | |
| Dongxiang Zhang, Long Guo, Xiangnan He, Jie Shao, Sai Wu, Heng Tao Shen*."A Graph-Theoretic Fusion Framework for Unsupervised Entity Resolution". In Proceedings of the 34th IEEE International Conference on Data Engineering ( ICDE), 2018. | Ying Xu, Dongxiang Zhang, Meihui Zhang, Dongsheng Li, Xiaoling Wang, Heng Tao Shen."Continuous Proximity Detection via Predictive Safe Region Construction". In Proceedings of the 34th IEEE International Conference on Data Engineering ( ICDE), 2018. |
| Lianli Gao, Tao He, Jingkuan Song, Xing Xu, Heng Tao Shen*."Deep Region Hashing for Efficient Large-scale Instance Search from Images ". In Proceedings of the 32nd AAAI Conference on Artificial Intelligence ( AAAI), 2018. | |
| Jingkuan Song, Tao He, Lianli Gao, Xing Xu, Alan Hanjalic, Heng Tao Shen*."Binary Adversarial Networks for Image Retrieval ". In Proceedings of the 32nd AAAI Conference on Artificial Intelligence ( AAAI), 2018. | |
| Lei Wang, Dongxiang Zhang, Lianli Gao, Jingkuan Song, Long Guo, Heng Tao Shen."MathDQN: Solving Arithmetic Word Problems via Deep Reinforcement Learning ". In Proceedings of the 32nd AAAI Conference on Artificial Intelligence ( AAAI), 2018. | |
| 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. ( Best Paper Award) | |
| 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. | |
| 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. | |
| 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. | |
| 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. | |
| 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. | |
| Huimin Wu, Jie Shao, Xing Xu, Fumin Shen, Heng Tao Shen. "A System for Spatiotemporal Anomaly Localization in Surveillance Videos". In Proceedings of 25th ACM International Conference on Multimedia ( ACM MM), 2017. | |
| Jiewei Cao, Zi Huang, Heng Tao Shen. "Local Deep Descriptors in Bag-of-Words for Image Retrieval". In Proceedings of 25th ACM International Conference on Multimedia ( ACM MM), (Thematic Workshops), 2017. | |
| Mingxing Zhang, Yang Yang, Hanwang Zhang, Yanli Ji, Ning Xie, Heng Tao Shen. "Deep Semantic Indexing Using Convolutional Localization Network with Region-Based Visual Attention for Image Database". In Proceedings of 28th Australasian Database Conference (ADC), 2017. ( Best Paper Award) | |
| Liangfu Cao, Lianli Gao, Jingkuan Song, Xing Xu, Heng Tao Shen. "Jointly Learning Attentions with Semantic Cross-Modal Correlation for Visual Question Answering". In Proceedings of 28th Australasian Database Conference (ADC), 2017. ( Best Student Paper Award) | |
| Shiyuan He, Guo Ye, Mengqiu Hu, Yang Yang, Fumin Shen, Heng Tao Shen, Xuelong Li. "Efficient Supervised Hashing via Exploring Local and Inner Data Structure". In Proceedings of 28th Australasian Database Conference (ADC), 2017. | |
| Xiu Huang, Zihao Yang, Yang Yang, Fumin Shen, Ning Xie, Heng Tao Shen. "A Deep Approach for Multi-modal User Attribute Modeling". In Proceedings of 28th Australasian Database Conference (ADC), 2017. | |
| 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. | |
| Xing Xu, Fumin Shen, Yang Yang, Dongxiang Zhang, Heng Tao Shen*, Jingkuan Song. "Matrix Tri-Factorization with Manifold Regularizations for Zero-shot Learning". In Proceedings of 30th IEEE Conference on Computer Vision and Pattern Recognition ( CVPR), 2017. | |
| 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. | |
| Mengyuan Ren, Ning Xie, Yang Yang, Heng Tao Shen. "Cosmetic-Vis: Sample-based 3D Facial Editor for Cosmetic Medical Visualization". In Proceedings of 44th ( SIGGRAH), 2017. | |
| Jingkuan Song, Zhao Guo, Wu Liu, Dongxiang Zhang, Heng Tao Shen*, Lianli Gao. “Hierarchical LSTM with Adjusted Temporal Attention for Video Captioning”. International Joint Conference on Artificial Intelligence ( IJCAI), 2017. | |
| Xiaoshuai Sun, Jiewei Cao, Chao Li, Lei Zhu, Heng Tao Shen, "Web-based Semantic Fragment Discovery for On-line Lingual-Visual Similarity". In Proceedings of the 31 st AAAI Conference on Artificial Intelligence ( AAAI), 2017. | |
| Xiaoshuai Sun, Zi Huang, Hongzhi Yin, Heng Tao Shen. "An Integrated Model for Effective Saliency Prediction". In Proceedings of the 31 st AAAI Conference on Artificial Intelligence ( AAAI), 2017. | |
| Lianli Gao, Peng Wang, Jingkuan Song, Zi Huang, Jie Shao, Heng Tao Shen*. "Event Video Mashup: from Hundreds of Videos to Minutes of Skeleton". In Proceedings of the 31 st AAAI Conference on Artificial Intelligence ( AAAI), 2017. | |
| Fumin Shen, Yadong Mu, Yang Yang, Wei Liu, Li Liu, Jingkuan Song, Heng Tao Shen*. “Classification by Retrieval: Binarizing Data and Classifier”. In Proceedings of 40th International ACM SIGIR Conference on Research and Development in Information Retrieval ( SIGIR), 2017. ( Best Paper Award - Honorable Mention) | |
| 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. | |
| 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. | |
| Gang Hu, Jie Shao, Fumin Shen, Zi Huang, Heng Tao Shen. "Unifying Multi-Source Social Media Data for Personalized Travel Route Planning". In Proceedings of 40th International ACM SIGIR Conference on Research and Development in Information Retrieval ( SIGIR), 2017. | |
| Jie Chen, Jie Shao, Fumin Shen, Chengkun He, Lianli Gao, Heng Tao Shen. "Movie Fill in the Blank with Adaptive Temporal attention and Description Update". In Proceedings of the 26th International Conference on Information and Knowledge Management ( CIKM), 2017. | |
| Gang Hu, Jie Shao, Fenglin Liu, Yuan Wang, Heng Tao Shen. "IF-Matching: Towards Accurate Map-Matching with Information Fusion". In Proceedings of 33rd IEEE International Conference on Data Engineering ( ICDE), 2017. (Extended Abstract) | |
| Gang Hu, Jie Shao, Dongxiang Zhang, Yang Yang, Heng Tao Shen. "Preserving-Ignoring Transformation based Index for Approximate k Nearest Neighbor Search". In Proceedings of 33rd IEEE International Conference on Data Engineering ( ICDE), 2017. | |
| Xin Gao, Fumin Shen, Yang Yang, Xing Xu, Hanxi Li, Heng Tao Shen. "Asymmetric Sparse Hashing". In Proceedings of IEEE International Conference on Multimedia and Expo (ICME), 2017. ( Best Paper Award - Finalist) | |
| Yahui Xu, Yang Yang, Fumin Shen, Yuxuan Zhou, Xing Xu, Heng Tao Shen. “Attribute Hashing for Zero-Shot Image Retrieval”. In Proceedings of IEEE International Conference on Multimedia and Expo (ICME), 2017. ( Best Paper Award - Platinum Award) | |
| Li He, Xing Xu, Huimin Lu, Yang Yang, Fumin Shen, Heng Tao Shen.“Unsupervised Cross-modal Retrieval through Adversarial Learning". In Proceedings of IEEE International Conference on Multimedia and Expo (ICME), 2017. | |
| Yang Yang, Yadan Luo, Weilun Chen, Fumin Shen, Jie Shao, Heng Tao Shen. "Zero-Shot Hashing via Transferring Supervised Knowledge". In Proceedings of 24 th ACM International Conference on Multimedia ( ACM MM), 2016. | |
| Xing Xu, Fumin Shen, Yang Yang, Heng Tao Shen, Li He, Jingkuan Song. "Cross-modal Retrieval with Label Completion". In Proceedings of 24 th ACM International Conference on Multimedia ( ACM MM), 2016. | |
| Zhao Guo, Lianli Gao, Jingkuan Song, Xing Xu, Jie Shao, Heng Tao Shen, "Attention-based LSTM with Semantic Consistency for Videos Captioning". In Proceedings of 24 th ACM International Conference on Multimedia ( ACM MM), 2016. | |
| Jiewei Cao , Zi Huang, Peng Wang, Chao Li, Xiaoshuai Sun, Heng Tao Shen."Quartet-net Learning for Visual Instance Retrieval". In Proceedings of 24 th ACM International Conference on Multimedia ( ACM MM), 2016. | |
| Yi Bin, Yang Yang, Fumin Shen, Xing Xu, Heng Tao Shen. "Bidirectional Long-Short Term Memory for Video Description". In Proceedings of 24 th ACM International Conference on Multimedia ( ACM MM), 2016. | |
| 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”, In Proceedings of 29 th IEEE Conference on Computer Vision and Pattern Recognition ( CVPR), 2016. | |
| Yang Yang, Fumin Shen, Zi Huang, Heng Tao Shen. "A Unified Framework for Discrete Spectral Clustering". In Proceedings of the 27 th International Joint Conferences on Artificial Intelligence ( IJCAI), pages 2273-2279, 2016. | |
| Lianli Gao, Jingkuan Song, Feiping Nie, Nicu Sebe, Heng Tao Shen. "Graph-without-cut: An Ideal Graph Learning for Image Segmentation". In Proceedings of the 30 th AAAI Conference on Artificial Intelligence ( AAAI), pages 1188-1194, 2016. | |
| Xing Xu, Fumin Shen, Yang Yang, Heng Tao Shen. "Discriminant Cross-modal Hashing". In Proceedings of ACM Internation Conference on Multimedia Retrieval (ICMR), pages 305-308, 2016. | |
| Fumin Shen, Wei Liu, Shaoting Zhang, Yang Yang, Heng Tao Shen. "Learning Binary Codes for Maximum Inner Product Search". In Proceedings of International Conference on Computer Vision ( ICCV), pages 4148-4156, 2015. | |
| Fumin Shen, Chunhua Shen, Wei Liu, Hegn Tao Shen. “Supervised Discrete Hashing”. In Proceedings of 28 th IEEE Conference on Computer Vision and Pattern Recognition ( CVPR), pages 37-45, 2015. | |
| Lianli Gao, Jingkuan Song, Feiping Nie, Yan Yan, Nicu Sebe, Heng Tao Shen. “Optimal Graph Leaning with Partial Tags and Multiple features for Image and Video Annotation”. In Proceedings of 28 th IEEE Conference on Computer Vision and Pattern Recognition ( CVPR), pages 4371-4379, 2015. | |
| Lianli Gao, Jingkuan Song, Junming Shao, Xiaofeng Zhu, Heng Tao Shen. "Zero-shot image categorizaton by image correlation exploration". In Proceedings of ACM Internation Conference on Multimedia Retrieval (ICMR), pages 487-490, 2015. | |
| Huimin Wu, Jie Shao, Hongzhi Yin, Heng Tao Shen, Xiaofang Zhou. "Geographical Constraint and Temporal Similarity Modeling for Point-of-Interest Recommendation". WISE, pages 426-441, 2015. | |
| Jianfeng Wang, Heng Tao Shen, Shuicheng Yan, Nenghai Yu, Shipeng Li, and Jingdong Wang. "Optimized Distances for Binary Code Ranking". In Proceedings of 22 nd ACM International Conference on Multimedia ( ACM MM), pages 517-526, 2014. | |
| Peng Wang, Yang Yang, Zi Huang, Jiewei Cao,, Heng Tao Shen. "WeMash: An Online System for Web Video Mashup". In Proceedings of 22 nd ACM International Conference on Multimedia ( ACM MM), pages 753-754, 2014. | |
| Jiewei Cao, Zi Huang, Yang Yang, Heng Tao Shen. "UQ-DKE's Participation at MediaEval 2014 Placing Task". MediaEval 2014. ( First Place in most tasks) | |
| Xiaofeng Zhu, Zi Huang, Heng Tao Shen and Xin Zhao. "Linear Cross-Modal Hashing for Effective Multimedia Search". In Proceedings of 21 st ACM International Conference on Multimedia ( ACM MM), pages 143-152, 2013. | |
| Jingkuan Song, Yang Yang, Yi Yang, Zi Huang, Heng Tao Shen. "Inter-Media Hashing for Large-scale Retrieval from Heterogenous Data Sources". In Proceedings of 32 th ACM International Conference on Management of Data ( SIGMOD), pages 785-796, 2013. ( Code) | |
| Jiajun Liu, Zi Huang, Hong Cheng, Yueguo Chen, Heng Tao Shen and Yanchun Zhang. "Presenting Diverse Location Views with Real-time Near-duplicate Photo Elimination". In Proceedings of 29 th IEEE International Conference on Data Engineering ( ICDE), pages 505-516, 2013. | |
| Yang Yang, Zheng-Jun Zha, Heng Tao Shen, Tat-Seng Chua. "Robust Semantic Video Indexing by Harvesting Web Images". MMM (1) 2013: 70-80, 2013. | |
| Jiajun Liu, Zi Huang, Lei Chen, Heng Tao Shen, and Zhixian Yan. "Discovering and Ranking Areas of Interest with Geo-tagged Images and Check-ins". In Proceedings of 20 th ACM International Conference on Multimedia ( ACM MM), pages 589-598, 2012. | |
| Minqi Zhou, Heng Tao Shen, Xiaofang Zhou, Weining Qian and Aoying Zhou. "Effective Data Density Estimation in Ring-based P2P Networks". In Proceedings of 28 th IEEE International Conference on Data Engineering ( ICDE), pages 594-605, 2012. | |
| Jingkuan Song, Yi Yang, Zi Huang, Heng Tao Shen and Richang Hong. "Multiple Feature Hashing for Real-time Large Scale Near-duplicate Video Retrieval". In Proceedings of 19 th ACM International Conference on Multimedia ( ACM MM), pages 423-432, 2011. ( Code) | |
| Yang Yang, Yi Yang, Zi Huang, Heng Tao Shen. "Transfer Tagging from Image to Video". In Proceedings of 19 th ACM International Conference on Multimedia ( ACM MM), pagese 1137-1140, 2011. | |
| Xiaofeng Zhu, Zi Huang, Heng Tao Shen. "Video-to-Shot Tag Allocation by Weighted Sparse Group Lasso". In Proceedings of 19 th ACM International Conference on Multimedia ( ACM MM), pages 1501-1504, 2011. | |
| Yi Yang, Heng Tao shen, Feiping Nie, Rongrong Ji and Xiaofang Zhou. "Nonnegative Spectral Clustering with Discriminative Regularization". In Proceedings of the 25 th AAAI Conference on Artificial Intelligence ( AAAI), 2011. | |
| Yi Yang, Heng Tao Shen, Zhigang Ma, Zi Huang and Xiaofang Zhou. "L21-Norm Regularized Discriminative Feature Selection for Unsupervised Learning". In Proceedings of the 22 nd International Joint Conferences on Artificial Intelligence ( IJCAI), pages 1589-1594, 2011. | |
| Zi Huang, Heng Tao Shen, Jiajun Liu and Xiaofang Zhou. "Effective Data Co-Reduction for Multimedia Similarity Search". In Proceedings of 30 th ACM International Conference on Management of Data ( SIGMOD), pages 1021-1032, 2011. | |
| Yang Yang, Yi Yang, Zi Huang, Heng Tao Shen and Feiping Nie. "Tag Localization with Spatial Correlations and Joint Group Sparsity". In Proceedings of IEEE Computer Vision and Pattern Recognition ( CVPR), pages 881-888, 2011. | |
| Xiaoming Zhang, Zi Huang, Heng Tao Shen and Zhoujun Li. "Probabilistic Image Tagging with Tags Expanded by Text-based Search". In Proceedings of 16 th International Conferences on Databases Systems for Advanced Systems ( DASFAA), pages (1)269-283, 2011. | |
| Jiajun Liu, Zi Huang, Heng Tao Shen and Xiaofang Zhou. "Efficient Histogram-based Similarity Search in Sparse and Ultra-high Dimensional Space". In Proceedings of 16 th International Conferences on Databases Systems for Advanced Systems ( DASFAA), pages (2)1-15, 2011. | |
| Zaiben Chen, Heng Tao Shen and Xiaofang Zhou. "Discovering Popular Routes from Trajectories". In Proceedings of 27 th IEEE International Conference on Data Engineering ( ICDE), pages 900-911, 2011. | |
| Xiaoming Zhang, Heng Tao Shen, Zi Huang and Zhoujun Li. "Tagging Image with Informative and Correlative Tags". In Proceedings of 13th International Asia-Pacific Web Conference (APWeb), pages 258-263, 2011. | |
| Zaiben Chen, Heng Tao Shen, Xiaofang Zhou, Yu Zheng and Xing Xie. "Searching Trajectories by Locations: An Efficiency Study". In Proceedings of 29 th ACM SIGMOD International Conference on Management of Data ( SIGMOD), pages 255-266, 2010. | |
| Qing Xie, Zi Huang, Heng Tao Shen, Xiaofang Zhou and Changyi Pang. "Efficient and Continuous Near-duplicate Video Detection", In Proceedings of 12 th International Asia-Pacific Web Conference (APWeb), pages 260-266, 2010. ( Best Paper Award) | |
| Lijiang Chen, Bin Cui, Linhao Xu, Heng Tao Shen: "Distributed Cache Indexing for Efficient Subspace Skyline Computation in P2P Networks". In proceedings of15 th International Conference on Database Systems for Advanced Applications ( DASFAA), pages 3-18, 2010. | |
| Lijiang Chen, Cui Bin, Heng Tao Shen, Wei Lu and Xiaofang Zhou. "Efficient Information Retrieval in Mobile Peer-to-Peer Networks". In Proceedings of 18 th ACM Conference on Information and Knowledge Management ( CIKM), pages 967-976, 2009. | |
| Ran Cheng, Zi Huang, Heng Tao Shen and Xiaofang Zhou. "Interactive Near-Duplicate Video Retrieval and Detection". In Proceedings of 17 th ACM International Conference on Multimedia ( ACM MM), pages 1001-1002, 2009. (demo) | |
| Zaiben Chen, Heng Tao Shen, Xiaofang Zhou and Jeffrey Xu Yu. "Monitoring Path Nearest Neighbor in Road Networks". In Proceedings of 28 th ACM SIGMOD International Conference on Management of Data ( SIGMOD), pages 591-602, 2009. | |
| Heng Tao Shen, Zi Huang, Jinli Cao and Xiaofang Zhou. "High-dimensional indexing with oriented cluster representation for multimedia database". In Proceddings of IEEE ICME, pages 1628-1631, 2009. | |
| Quanqing Xu, Heng Tao Shen, Zaiben Chen, Bin Cui, Xiaofang Zhou and Yafei Dai. "Hybrid Retrieval Mechanisms in Vehicle-based P2P Networks". In Proceedings of 9 th International Conference on Computational Science ( ICCS), pages 303-314, 2009. | |
| Quanqing Xu, Heng Tao Shen, Bin Cui, Xiaoxiao Hou and Yafei Dai. "A Novel Content Distribution Mechanism in DHT Networks". In Proceedings of 8 th International Conferences on Networking, pages 742-755, 2009. | |
| Zi Huang, Heng Tao Shen , Dawei Song , Xue Li and Stefan Rueger. "Dimension-specific Search for Multimedia Retrieval". In proceedings of 14 th International Conferences on Databases Systems for Advanced Systems ( DASFAA), pages 693-698, 2009. | |
| Cui Bin, Heng Tao Shen. "Video Annotation System Based on Categorizing and Keyword Labelling". In proceedings of 14 th International Conferences on Databases Systems for Advanced Systems ( DASFAA), pages 764-767, 2009. (demo) | |
| Zaiben Chen, Heng Tao Shen, Quanqing Xu and Xiaofang Zhou. "Instant Advertising in Mobile Peer-to-Peer Networks". In Proceedings of 25 th IEEE International Conference on Data Engineering ( ICDE), pages 736-747, 2009. | |
| Ken Deng, Hu Xu, Shazia Sadiq, Yansheng Lu, Gabriel Fung, Heng Tao Shen. "Processing Group Nearest Group Query". In Proceedings of 25 th IEEE International Conference on Data Engineering ( ICDE), pages 1144-1147, 2009. | |
| Zi Huang, Liping Wang, Heng Tao Shen, Jie Shao and Xiaofang Zhou, "Online Near-Duplicate Video Clip Detection and Retrieval: An Accurate and Fast System". In Proceedings of 25 th IEEE International Conference on Data Engineering ( ICDE), pages 1511-1514, 2009. (demo) | |
| Zi Huang, Heng Tao Shen, Jie Shao, Stefan Rueger and Xiaofang Zhou. "Locality Condensation: A New Dimensionality Reduction Method for Image Retrieval". In Proceedings of 16 th ACM International Conference on Multimedia ( ACM MM), pages 219-228, 2008. | |
| Jie Shao, Zi Huang, Heng Tao Shen, Jialie Shen and Xiaofang Zhou. "Distribution-based Similarity Measures for Multi-dimensional Point Set Retrieval Applications". In Proceedings of 16 th ACM International Conference on Multimedia ( ACM MM), pages 429-438, 2008. | |
| Quanqing Xu, Heng Tao Shen, Yafei Dai, Bin Cui and Xiaofang Zhou. "Achieving Effective Multi-term Queries for Fast DHT Information Retrieval". In Proceedings of 9 th International Conference on Web Information Systems Engineering ( WISE), pages 20-35, 2008. | |
| Hoyoung Jeung, Qing Liu, Heng Tao Shen, Xiaofang Zhou. "A Hybrid Prediction Model for Moving Objects". In Proceedings of 24 th IEEE International Conference on Data Engineering ( ICDE), pages 70-79, 2008. | |
| Hoyoung Jeung, Heng Tao Shen and Xiaofang Zhou. "Convoy Queries in Spatio-Temporal Databases".In Proceedings of 24 th IEEE International Conference on Data Engineering ( ICDE), pages 1157-1159, 2008. | |
| Heng Tao Shen, Xiaofang Zhou, Zi Huang, and Jie Shao, "Statistical Summarization of Content Features for Fast Near-duplicate Video Detection". In Proceedings of 15 th ACM International Conference on Multimedia ( ACM MM), pages 164-165, 2007. (demo). | |
| Heng Tao Shen, Xiaofang Zhou, Zi Huang, Jie Shao, and Emily Zhou, "UQLIPS: A Real-time Near-duplicate Video Clip Detection System", In Proceedings of 33 rd VLDB, pages 1374-1377, 2007. (demo) | |
| Hoyoung Jeung, Heng Tao Shen and Xiaofang Zhou. "Mining Trajectory Patterns Using Hidden Markov Models". In Proceedings of 9 th International Conference on Data Warehousing and Knowledge Discovery (DaWaK), pages 470-480, 2007. | |
| Zi Huang, Heng Tao Shen, Xiaofang Zhou, and Jie Shao. "Dual Dimensionality Reduction for Efficient Video Similarity Search". In Proceedings of 9 th International Conference on Data Warehousing and Knowledge Discovery (DaWaK) pages 397-406, 2007. | |
| Zi Huang, Heng Tao Shen, Xiaofang Zhou, Dawei Song and Stefan Rueger, "Dimensionality Reduction for Dimension-specific Search". In Proceedings of 30 th International ACM SIGIR Conference on Research and Development in Information Retrieval ( SIGIR), pages 849-850, 2007. | |
| Xiangmin Zhou, Xiaofang Zhou, Heng Tao Shen. "A New Similarity Measure for Near Duplicate Video Clip Detection", In Proceedings of 9 th Asia Pacific Web Conference, (APWEB), pages 176-187, 2007. | |
| Ke Deng, Xiaofang Zhou, Heng Tao Shen. "Multi-source Skyline Query Processing in Road Networks". In Proceedings of 23 rd IEEE International Conference on Data Engineering ( ICDE), pages 796-805, 2007. | |
| Jie Shao, Zi Huang, Heng Tao Shen, Xiaofang Zhou and Yijun Li, "Dynamic Batch Nearest Neighbour Search in Video Retrieval". In Proceedings of 23 rd IEEE International Conference on Data Engineering ( ICDE), pages 1395-1399, 2007. | |
| Xiangmin Zhou, Xiaofang Zhou, Heng Tao Shen. "Efficient Similarity Search by Summarization in Large Video Database". In Proceedings of 18 th Australasian Database Conference (ADC), pages 161-167, 2007. | |
| Xiaofang Zhou, Jizhou Luo, Yu Zhang, Heng Tao Shen. "Selectivity Estimation by Batch-Query based Histogram and Parametric Method". In Proceedings of 18 th Australasian Database Conference (ADC), pages 93-102, 2007. | |
| Bin Cui, Jialie Shen, Cong Gao, Heng Tao Shen, Cui Yu. "Exploring Composite Acoustic Features for Efficient Music Similarity Query". In Proceedings of 14 th ACM International Conference on Multimedia ( ACM MM), pages 412-420, 2006. | |
| Zi Huang, Xiaofang Zhou, Heng Tao Shen, and Dawei Song. "3D Protein Structure Matching by Patch Signatures". In Proceedings of 17 th International Conference on Database and Expert Systems Applications (DEXA), pages 528-537, 2006. | |
| Ke Deng, Xiaofang, Heng Tao Shen, Kai Xu, and Xuemin Lin. "Surface KNN Query Processing". In Proceedings of 22 nd IEEE International Conference on Data Engineering ( ICDE), pages 78, 2006. | |
| Heng Tao Shen, Beng Chin Ooi, and Kian-Lee Tan, ""SaveRF: Towards Efficient Relevance Feedback Search"". In Proceedings of 22 nd IEEE International Conference on Data Engineering ( ICDE), pages 110, 2006. | |
| Sai Sun, Xiaofang Zhou, Heng Tao Shen. "Multiresolution-based semantic caching for spatial query processing in mobile environment". In Proceedings of 9 th International Symposium on Spatial and Temporal Databases ( SSTD), pages 382-399, 2005. | |
| Heng Tao Shen, Beng Chin OOi, Xiaofang Zhou and Zi Huang. "Towards Effective Indexing for Very Large Video Sequence Database". In Proceedings of 24 th ACM SIGMOD International Conference on Management of Data ( SIGMOD), pages 730-741, 2005. | |
| Bin Cui, Heng Tao Shen, Kian-Lee Tan and Jun Shen. "Exploring Bit-Difference for Approximate KNN searching in Main Memory Environment". In Proceedings of 16 th Australasian Database Conference (ADC), pages 165-174, 2005. | |
| Heng Tao Shen, Xiaofang Zhou and Bin Cui. "Indexing text and visual features for WWW images". In Proceedings of 7 th Asia Pacific Web Conference (APWEB), pages 885-899, 2005. | |
| Nick Koudas, Beng Chin Ooi, Heng Tao Shen, and Anthony Tung. "LDC: Enabling Search By Partial Distance In A Hyper-Dimensional Space". In Proceedings of 20 th IEEE International Conference on Data Engineering ( ICDE), page 6-17, 2004. | |
| Bin Cui, Jing Hu, Heng Tao Shen, Cui Yu. "Adaptive quantization of the high-dimensional data for efficient KNN processing", In Proceedings of 9 th International Conference on Database Systems for Advanced Applications ( DASFAA), pages 302-313, 2004. | |
| Jing Hu, Bin Cui, Heng Tao Shen and Cui Yu. "Diagonal Ordering: A new approach to high-dimensional KNN processing". In Proceedings of 15 th Australasian Database Conference (ADC), pages 39-47, 2004. | |
| Hui Jin, Beng Chin Ooi, Heng Tao Shen, Cui Yu, Ao Ying Zhou. "An Adaptive and Efficient Dimensionality Reduction Algorithm for High-Dimensional Indexing", In Proceedings of 19 th IEEE International Conference on Data Engineering ( ICDE), page 87-98, 2003. | |
| Beng Chin Ooi, Heng Tao Shen, Chenyi Xia. "Towards Efficient Multi-feature Based WWW Image Retrieval". The 4 th Pacific-Rim Conference On Multimedia (PCM), pages 180-185, 2003. | |
| Heng Tao Shen, "Finding similar images quickly using object shapes", The Proceedings of 10 th international Conference on Information and Knowledge Management ( CIKM), page 498-506, 2001. | |
| Heng Tao Shen, Ooi Beng Chin and Kian-Lee Tan, "Giving Meanings to WWW Images". The Proceedings of the 8 th ACM International Conference on Multimedia ( ACM MM), page 39 - 47, 2000. | |
| Heng Tao Shen, Ooi Beng Chin and Kian-Lee Tan, "Finding semantically related images in WWW". The Proceedings of the 8 th ACM International Conference on Multimedia ( ACM MM), page 491 - 493, 2000 (demo). |
| Heng Tao Shen. “Cross Media Intelligence: Vision and Language”. The 11th International Conference on Image and Graphics (ICIG), 2021. | |
| Heng Tao Shen. “Hashing Big Multimedia Data”. The 5th IEEE International Conference on Big Data Analytics (ICBDA 2020) and The 4th International Conference on Innovation in Artificial Intelligence (ICIAI 2020). (Keynote) | |
| Heng Tao Shen. “Cross Media Intelligence”. Forum on Big Data Intelligence, 5.31.2019. (Keynote) | |
| Heng Tao Shen. “Cross Media Intelligence”. ACM TURCSIGAI China Symposium 5.18.2019. (Distinguished talk) | |
| Heng Tao Shen. “Hashing Big Multimedia Data for Real-time Search”. Tsinghua University 2018 (Invited Talk). | |
| Heng Tao Shen. “Cross Media Intelligence: From Understanding to Retrieval". In IEEE Conference on Future Multimedia Technologies 2018. (Invited talk) | |
| Heng Tao Shen. “Hashing Big Multimedia Data for Retrieval and Classification”. In 7th China Conference on Data Mining 2018. (Invited talk) | |
| Heng Tao Shen. “CS meets AI”. In National College Computer Education Forum 2018. (Invited talk) | |
| Heng Tao Shen. “Cross Media Understanding and Retrieval”. In ACM MM TPC Workshop 2018. (Invited talk) | |
| Heng Tao Shen. “Cross Media Retrieval”. In International AI Deans’ Forum 2018. (Invited talk) | |
| Heng Tao Shen. “Big Multimedia Data Acquisition, Management, and Search”. In ACM TURC SIGAI China Symposium 2017. (Distinguished talk) | |
| Heng Tao Shen. “Cross Media Understanding and Retrieval”. In Chinese Automation Congress 2017. (Invited talk) | |
| Heng Tao Shen and Fumin Shen. “Hashing: Theory and Its Application in Retrieval and Classification”. In 6th VALSE, 2017. (Invited talk) | |
| Heng Tao Shen. “Cross Media Understanding and Retrieval”. CCF YOCSEF Chengdu, 2017. (Keynote) | |
| Heng Tao Shen. “Research opportunities and challenges of big social multimedia”. In the 21 st International Conference on Multimedia Modeling, 2015. (Keynote) | |
| Heng Tao Shen. "Big social multimedia: its opportunities and challenges". In 30 th NDBC, 2013. (Invited talk) | |
| Heng Tao Shen. "UQLIPS: A real-time near-duplicate video retrieval and detection system". In Australasian Computer Science Week (ACSW), 2011. (Plenary Keynote) | |
| Heng Tao Shen and Zi Huang. "Near-duplicate video retrieval". In 11 th International Conference on Web-Age Information Management (WAIM), 2010. (Invited Tutorial) | |
| Heng Tao Shen. "Large-scale Video Sequence Indexing: Impacts, Ideas and Trends". In 20 th Australia Database Conference (ADC), page 3, 2009. (Keynote) | |
| Zi Huang, Yijun Li, Jie Shao, Heng Tao Shen, Liping Wang, Danqing Zhang, Xiangmin Zhou and Xiaofang Zhou, "Content-Based Video Search: is there a need, and is it possible?". In International Workshop on Information-explosion and Next Generation Search (INGS), pages 12-19, 2008.(Keynote) | |
| Heng Tao Shen. "Near-duplicate video retrieval". In International Workshop on Frontier of Data Management 2008. (Invited Talk) | |
| Xiaofang Zhou, Heng Tao Shen. "Video Sequence Indexing and Query Processing". The 11 th International Conference on Database Systems for Advanced Applications (DASFAA), 2006. (Invited Tutorial) |
| Heng Tao Shen: Multidimensional Scaling. Encyclopedia of Database Systems 2009: 1784. | |
| Heng Tao Shen: Principal Component Analysis. Encyclopedia of Database Systems 2009: 2136. | |
| Heng Tao Shen: Video Sequence Indexing. Encyclopedia of Database Systems 2009: 3314-3316. | |
| Heng Tao Shen: Dimensionality Reduction. Encyclopedia of Database Systems 2009: 843-846. | |
| Heng Tao Shen, Xiaofang Zhou, Jie Shao, Zi Huang: The University of Queensland at TRECVID 2007 Search Task. TRECVID 2007. | |
| Heng Tao Shen. "Efficient Databases Support for WWW Image Retrieval", Ph.D. Dissertation, National University of Singapore, December 2003. |