Giving meanings to WWW images. - Heng Tao Shen; Beng Chin Ooi; Kian-Lee Tan (ACM Multimedia, 2000)

Finding semantically related images in the WWW. - Heng Tao Shen; Beng Chin Ooi; Kian-Lee Tan (ACM Multimedia, 2000)

Finding Similar Images Quickly Using Object Shapes. - Heng Tao Shen (CIKM, 2001)

An Adaptive and Efficient Dimensionality Reduction Algorithm for High-Dimensional Indexing. - Hui Jin; Beng Chin Ooi; Heng Tao Shen; Cui Yu; Aoying Zhou (ICDE, 2003)

Diagonal Ordering: A New Approach to High-Dimensional KNN Processing. - Jing Hu; Bin Cui 001; Heng Tao Shen (ADC, 2004)

Adaptive Quantization of the High-Dimensional Data for Efficient KNN Processing. - Bin Cui 001; Jing Hu; Heng Tao Shen; Cui Yu (DASFAA, 2004)

LDC: Enabling Search By Partial Distance In A Hyper-Dimensional Space. - Nick Koudas; Beng Chin Ooi; Heng Tao Shen; Anthony K. H. Tung (ICDE, 2004)

Efficient Semantic-Based Content Search in P2P Network. - Heng Tao Shen; Yanfeng Shu; Bei Yu 003 (IEEE Trans. Knowl. Data Eng., 2004)

Exploring Bit-Difference for Approximate KNN Search in High-dimensional Databases. - Bin Cui 001; Heng Tao Shen; Jialie Shen 001; Kian-Lee Tan (ADC, 2005)

Indexing Text and Visual Features for WWW Images. - Heng Tao Shen; Xiaofang Zhou 001; Bin Cui 001 (APWeb, 2005)

Towards Effective Indexing for Very Large Video Sequence Database. - Heng Tao Shen; Beng Chin Ooi; Xiaofang Zhou 001 (SIGMOD Conference, 2005)

Semantic Caching for Multiresolution Spatial Query Processing in Mobile Environments. - Sai Sun; Xiaofang Zhou 001; Heng Tao Shen (SSTD, 2005)

3D Protein Structure Matching by Patch Signatures. - Zi Huang; Xiaofang Zhou 001; Heng Tao Shen; Dawei Song 001 (DEXA, 2006)

Surface k-NN Query Processing. - Ke Deng; Xiaofang Zhou 001; Heng Tao Shen; Kai Xu 003; Xuemin Lin 001 (ICDE, 2006)

SaveRF: Towards Efficient Relevance Feedback Search. - Heng Tao Shen; Beng Chin Ooi; Kian-Lee Tan (ICDE, 2006)

Exploring composite acoustic features for efficient music similarity query. - Bin Cui 001; Jialie Shen 001; Gao Cong; Heng Tao Shen; Cui Yu (ACM Multimedia, 2006)

ICICLE: A semantic-based retrieval system for WWW images. - Heng Tao Shen; Kian-Lee Tan; Xiaofang Zhou 001; Bin Cui 001 (Multim. Syst., 2006)

Toward Efficient Multifeature Query Processing. - H. V. Jagadish; Beng Chin Ooi; Heng Tao Shen; Kian-Lee Tan (IEEE Trans. Knowl. Data Eng., 2006)

Hierarchical Indexing Structure for Efficient Similarity Search in Video Retrieval. - Hong Lu 001; Beng Chin Ooi; Heng Tao Shen; Xiangyang Xue 001 (IEEE Trans. Knowl. Data Eng., 2006)

A Multiresolution Terrain Model for Efficient Visualization Query Processing. - Kai Xu 003; Xiaofang Zhou 001; Xuemin Lin 001; Heng Tao Shen; Ke Deng (IEEE Trans. Knowl. Data Eng., 2006)

Indexing and Integrating Multiple Features for WWW Images. - Heng Tao Shen; Xiaofang Zhou 001; Bin Cui 001 (World Wide Web, 2006)

Selectivity Estimation by Batch-Query based Histogram and Parametric Method. - Jizhou Luo; Xiaofang Zhou 001; Yu Zhang; Heng Tao Shen; Jianzhong Li (ADC, 2007)

Efficient Similarity Search by Summarization in Large Video Database. - Xiangmin Zhou; Xiaofang Zhou 001; Heng Tao Shen (ADC, 2007)

Dual Dimensionality Reduction for Efficient Video Similarity Search. - Zi Huang; Heng Tao Shen; Xiaofang Zhou 001; Jie Shao 001 (DaWaK, 2007)

Mining Trajectory Patterns Using Hidden Markov Models. - Hoyoung Jeung; Heng Tao Shen; Xiaofang Zhou 001 (DaWaK, 2007)

Multi-source Skyline Query Processing in Road Networks. - Ke Deng; Xiaofang Zhou 001; Heng Tao Shen (ICDE, 2007)

Dynamic Batch Nearest Neighbor Search in Video Retrieval. - Jie Shao 001; Zi Huang; Heng Tao Shen; Xiaofang Zhou 001; Yijun Li (ICDE, 2007)

Statistical summarization of content features for fast near-duplicate video detection. - Heng Tao Shen; Xiaofang Zhou 001; Zi Huang; Jie Shao 001 (ACM Multimedia, 2007)

Dimensionality reduction for dimension-specific search. - Zi Huang; Heng Tao Shen; Xiaofang Zhou 001; Dawei Song 001; Stefan M. Rüger (SIGIR, 2007)

The University of Queensland at TRECVID 2007 Search Task. - Heng Tao Shen; Xiaofang Zhou 001; Jie Shao 001; Zi Huang (TRECVID, 2007)

UQLIPS: A Real-time Near-duplicate Video Clip Detection System. - Heng Tao Shen; Xiaofang Zhou 001; Zi Huang; Jie Shao 001; Xiangmin Zhou (VLDB, 2007)

A New Similarity Measure for Near Duplicate Video Clip Detection. - Xiangmin Zhou; Xiaofang Zhou 001; Heng Tao Shen (APWeb/WAIM, 2007)

Capture local information in shape representation. - Heng Tao Shen; Xiaofang Zhou 001 (Multim. Tools Appl., 2007)

An adaptive and dynamic dimensionality reduction method for high-dimensional indexing. - Heng Tao Shen; Xiaofang Zhou 001; Aoying Zhou (VLDB J., 2007)

A Hybrid Prediction Model for Moving Objects. - Hoyoung Jeung; Qing Liu 001; Heng Tao Shen; Xiaofang Zhou 001 (ICDE, 2008)

Convoy Queries in Spatio-Temporal Databases. - Hoyoung Jeung; Heng Tao Shen; Xiaofang Zhou 001 (ICDE, 2008)

Locality condensation: a new dimensionality reduction method for image retrieval. - Zi Huang; Heng Tao Shen; Jie Shao 001; Stefan M. Rüger; Xiaofang Zhou 001 (ACM Multimedia, 2008)

Distribution-based similarity measures for multi-dimensional point set retrieval applications. - Jie Shao 001; Zi Huang; Heng Tao Shen; Jialie Shen 001; Xiaofang Zhou 001 (ACM Multimedia, 2008)

Achieving Effective Multi-term Queries for Fast DHT Information Retrieval. - Quanqing Xu; Heng Tao Shen; Yafei Dai; Bin Cui 001; Xiaofang Zhou 001 (WISE, 2008)

Discovery of convoys in trajectory databases. - Hoyoung Jeung; Man Lung Yiu; Xiaofang Zhou 001; Christian S. Jensen; Heng Tao Shen (Proc. VLDB Endow., 2008)

Challenges and techniques for effective and efficient similarity search in large video databases. - Jie Shao 001; Heng Tao Shen; Xiaofang Zhou 001 (Proc. VLDB Endow., 2008)

Localized Co-Occurrence Model for Fast Approximate Search in 3D Structure Databases. - Zi Huang; Heng Tao Shen; Xiaofang Zhou 001 (IEEE Trans. Knowl. Data Eng., 2008)

Batch Nearest Neighbor Search for Video Retrieval. - Jie Shao 001; Zi Huang; Heng Tao Shen; Xiaofang Zhou 001; Ee-Peng Lim; Yijun Li (IEEE Trans. Multim., 2008)

A multi-resolution surface distance model for k-NN query processing. - Ke Deng; Xiaofang Zhou 001; Heng Tao Shen; Qing Liu 001; Kai Xu 003; Xuemin Lin 001 (VLDB J., 2008)

Large-scale Video Sequence Indexing: Impacts, Ideas and Trends. - Heng Tao Shen (ADC, 2009)

Efficient information retrieval in mobile peer-to-peer networks. - Lijiang Chen; Bin Cui 001; Heng Tao Shen; Wei Lu 015; Xiaofang Zhou 001 (CIKM, 2009)

Video Annotation System Based on Categorizing and Keyword Labelling. - Bin Cui 001; Bei Pan; Heng Tao Shen; Ying Wang; Ce Zhang 001 (DASFAA, 2009)

Dimension-Specific Search for Multimedia Retrieval. - Zi Huang; Heng Tao Shen; Dawei Song 001; Xue Li 001; Stefan M. Rüger (DASFAA, 2009)

Hybrid Retrieval Mechanisms in Vehicle-Based P2P Networks. - Quanqing Xu; Heng Tao Shen; Zaiben Chen; Bin Cui 001; Xiaofang Zhou 001; Yafei Dai (ICCS (1), 2009)

Instant Advertising in Mobile Peer-to-Peer Networks. - Zaiben Chen; Heng Tao Shen; Quanqing Xu; Xiaofang Zhou 001 (ICDE, 2009)

Processing Group Nearest Group Query. - Ke Deng; Hu Xu; Shazia Sadiq; Yansheng Lu; Gabriel Pui Cheong Fung; Heng Tao Shen (ICDE, 2009)

Online Near-Duplicate Video Clip Detection and Retrieval: An Accurate and Fast System. - Zi Huang; Liping Wang 002; Heng Tao Shen; Jie Shao 001; Xiaofang Zhou 001 (ICDE, 2009)

High-dimensional indexing with oriented cluster representation for multimedia databases. - Heng Tao Shen; Zi Huang; Jinli Cao; Xiaofang Zhou 001 (ICME, 2009)

Interactive near-duplicate video retrieval and detection. - Ran Cheng; Zi Huang; Heng Tao Shen; Xiaofang Zhou 001 (ACM Multimedia, 2009)

A Novel Content Distribution Mechanism in DHT Networks. - Quanqing Xu; Heng Tao Shen; Bin Cui 001; Xiaoxiao Hou; Yafei Dai (Networking, 2009)

Monitoring path nearest neighbor in road networks. - Zaiben Chen; Heng Tao Shen; Xiaofang Zhou 001; Jeffrey Xu Yu (SIGMOD Conference, 2009)

Hybrid information retrieval policies based on cooperative cache in mobile P2P networks. - Quanqing Xu; Heng Tao Shen; Zaiben Chen; Bin Cui 001; Xiaofang Zhou 001; Yafei Dai (Frontiers Comput. Sci. China, 2009)

Effective and Efficient Query Processing for Video Subsequence Identification. - Heng Tao Shen; Jie Shao 001; Zi Huang; Xiaofang Zhou 001 (IEEE Trans. Knowl. Data Eng., 2009)

Bounded coordinate system indexing for real-time video clip search. - Zi Huang; Heng Tao Shen; Jie Shao 001; Xiaofang Zhou 001; Bin Cui 001 (ACM Trans. Inf. Syst., 2009)

Instance optimal query processing in spatial networks. - Ke Deng; Xiaofang Zhou 001; Heng Tao Shen; Shazia Sadiq; Xue Li 001 (VLDB J., 2009)

Speed up interactive image retrieval. - Heng Tao Shen; Shouxu Jiang; Kian-Lee Tan; Zi Huang; Xiaofang Zhou 001 (VLDB J., 2009)

Dimensionality Reduction. - Heng Tao Shen (Encyclopedia of Database Systems, 2009)

Multidimensional Scaling. - Heng Tao Shen (Encyclopedia of Database Systems, 2009)

Principal Component Analysis. - Heng Tao Shen (Encyclopedia of Database Systems, 2009)

Video Sequence Indexing. - Heng Tao Shen (Encyclopedia of Database Systems, 2009)

Efficient and Continuous Near-duplicate Video Detection. - Qing Xie 002; Zi Huang; Heng Tao Shen; Xiaofang Zhou 001; Chaoyi Pang (APWeb, 2010)

Distributed Cache Indexing for Efficient Subspace Skyline Computation in P2P Networks. - Lijiang Chen; Bin Cui 001; Linhao Xu; Heng Tao Shen (DASFAA (1), 2010)

Searching trajectories by locations: an efficiency study. - Zaiben Chen; Heng Tao Shen; Xiaofang Zhou 001; Yu Zheng 004; Xing Xie 001 (SIGMOD Conference, 2010)

Practical Online Near-Duplicate Subsequence Detection for Continuous Video Streams. - Zi Huang; Heng Tao Shen; Jie Shao 001; Bin Cui 001; Xiaofang Zhou 001 (IEEE Trans. Multim., 2010)

Mining near-duplicate graph for cluster-based reranking of web video search results. - Zi Huang; Bo Hu; Hong Cheng 001; Heng Tao Shen; Hongyan Liu 002; Xiaofang Zhou 001 (ACM Trans. Inf. Syst., 2010)

Nonnegative Spectral Clustering with Discriminative Regularization. - Yi Yang 001; Heng Tao Shen; Feiping Nie 001; Rongrong Ji; Xiaofang Zhou 001 (AAAI, 2011)

Tagging Image with Informative and Correlative Tags. - Xiaoming Zhang 001; Heng Tao Shen; Zi Huang; Zhoujun Li 001 (APWeb, 2011)

Tag localization with spatial correlations and joint group sparsity. - Yang Yang 002; Yi Yang 001; Zi Huang; Heng Tao Shen; Feiping Nie 001 (CVPR, 2011)

Efficient Histogram-Based Similarity Search in Ultra-High Dimensional Space. - Jiajun Liu; Zi Huang; Heng Tao Shen; Xiaofang Zhou 001 (DASFAA (2), 2011)

Probabilistic Image Tagging with Tags Expanded By Text-Based Search. - Xiaoming Zhang 001; Zi Huang; Heng Tao Shen; Zhoujun Li 001 (DASFAA (1), 2011)

Discovering popular routes from trajectories. - Zaiben Chen; Heng Tao Shen; Xiaofang Zhou 001 (ICDE, 2011)

l2, 1-Norm Regularized Discriminative Feature Selection for Unsupervised Learning. - Yi Yang 001; Heng Tao Shen; Zhigang Ma; Zi Huang; Xiaofang Zhou 001 (IJCAI, 2011)

Multiple feature hashing for real-time large scale near-duplicate video retrieval. - Jingkuan Song; Yi Yang 001; Zi Huang; Heng Tao Shen; Richang Hong (ACM Multimedia, 2011)

Transfer tagging from image to video. - Yang Yang 002; Yi Yang 001; Zi Huang; Heng Tao Shen (ACM Multimedia, 2011)

Video-to-shot tag allocation by weighted sparse group lasso. - Xiaofeng Zhu 001; Zi Huang; Heng Tao Shen (ACM Multimedia, 2011)

Effective data co-reduction for multimedia similarity search. - Zi Huang; Heng Tao Shen; Jiajun Liu; Xiaofang Zhou 001 (SIGMOD Conference, 2011)

UQMSG Experiments for TRECVID 2011. - Heng Tao Shen; Jie Shao 001; Zi Huang; Yang Yang 002; Jingkuan Song; Jiajun Liu; Xiaofeng Zhu 001 (TRECVID, 2011)

Exploring Distributional Discrepancy for Multidimensional Point Set Retrieval. - Jie Shao 001; Heng Tao Shen; Zi Huang; Xiaofang Zhou 001 (IEEE Trans. Multim., 2011)

Correlation-based retrieval for heavily changed near-duplicate videos. - Jiajun Liu; Zi Huang; Heng Tao Shen; Bin Cui 001 (ACM Trans. Inf. Syst., 2011)

Mining multi-tag association for image tagging. - Yang Yang 002; Zi Huang; Heng Tao Shen; Xiaofang Zhou 001 (World Wide Web, 2011)

Effective Data Density Estimation in Ring-Based P2P Networks. - Minqi Zhou; Heng Tao Shen; Xiaofang Zhou 001; Weining Qian; Aoying Zhou (ICDE, 2012)

Discovering areas of interest with geo-tagged images and check-ins. - Jiajun Liu; Zi Huang; Lei Chen 002; Heng Tao Shen; Zhixian Yan (ACM Multimedia, 2012)

Introducing Cloud Computing Topics in Curricula. - Ling Chen 004; Yang Liu; Marcus Gallagher; Bernard Pailthorpe; Shazia Sadiq; Heng Tao Shen; Xue Li 001 (J. Inf. Syst. Educ., 2012)

Extracting representative motion flows for effective video retrieval. - Zhe Zhao 001; Bin Cui 001; Gao Cong; Zi Huang; Heng Tao Shen (Multim. Tools Appl., 2012)

Dimensionality reduction by Mixed Kernel Canonical Correlation Analysis. - Xiaofeng Zhu 001; Zi Huang; Heng Tao Shen; Jian Cheng 001; Changsheng Xu (Pattern Recognit., 2012)

Web and Personal Image Annotation by Mining Label Correlation With Relaxed Visual Graph Embedding. - Yi Yang 001; Fei Wu 001; Feiping Nie 001; Heng Tao Shen; Yueting Zhuang; Alexander G. Hauptmann (IEEE Trans. Image Process., 2012)

Guest editorial: content, concept and context mining in social media. - Heng Tao Shen; Xian-Sheng Hua 001; Jiebo Luo 001; Vincent Oria (World Wide Web, 2012)

Quick identification of near-duplicate video sequences with cut signature. - Qing Xie 002; Zi Huang; Heng Tao Shen; Xiaofang Zhou 001; Chaoyi Pang (World Wide Web, 2012)

Automatic tagging by exploring tag information capability and correlation. - Xiaoming Zhang 001; Zi Huang; Heng Tao Shen; Yang Yang 002; Zhoujun Li 001 (World Wide Web, 2012)

Presenting diverse location views with real-time near-duplicate photo elimination. - Jiajun Liu; Zi Huang; Hong Cheng 001; Yueguo Chen; Heng Tao Shen; Yanchun Zhang (ICDE, 2013)

Linear cross-modal hashing for efficient multimedia search. - Xiaofeng Zhu 001; Zi Huang; Heng Tao Shen; Xin Zhao 013 (ACM Multimedia, 2013)

Robust Semantic Video Indexing by Harvesting Web Images. - Yang Yang 002; Zheng-Jun Zha; Heng Tao Shen; Tat-Seng Chua (MMM (1), 2013)

Inter-media hashing for large-scale retrieval from heterogeneous data sources. - Jingkuan Song; Yang Yang 002; Yi Yang 001; Zi Huang; Heng Tao Shen (SIGMOD Conference, 2013)

Near-duplicate video retrieval: Current research and future trends. - Jiajun Liu; Zi Huang; Hongyun Cai 001; Heng Tao Shen; Chong-Wah Ngo; Wei Wang 011 (ACM Comput. Surv., 2013)

Personalized query evaluation in ring-based P2P networks. - Minqi Zhou; Heng Tao Shen; Xueqing Gong; Weining Qian; Aoying Zhou (Inf. Sci., 2013)

Local image tagging via graph regularized joint group sparsity. - Yang Yang 002; Zi Huang; Yi Yang 001; Jiajun Liu; Heng Tao Shen; Jiebo Luo 001 (Pattern Recognit., 2013)

Self-taught dimensionality reduction on the high-dimensional small-sized data. - Xiaofeng Zhu 001; Zi Huang; Yang Yang 002; Heng Tao Shen; Changsheng Xu; Jiebo Luo 001 (Pattern Recognit., 2013)

VChunkJoin: An Efficient Algorithm for Edit Similarity Joins. - Wei Wang 011; Jianbin Qin; Chuan Xiao 001; Xuemin Lin 001; Heng Tao Shen (IEEE Trans. Knowl. Data Eng., 2013)

Discriminative Nonnegative Spectral Clustering with Out-of-Sample Extension. - Yang Yang 002; Yi Yang 001; Heng Tao Shen; Yanchun Zhang; Xiaoyong Du 001; Xiaofang Zhou 001 (IEEE Trans. Knowl. Data Eng., 2013)

Effective Multiple Feature Hashing for Large-Scale Near-Duplicate Video Retrieval. - Jingkuan Song; Yi Yang 001; Zi Huang; Heng Tao Shen; Jiebo Luo 001 (IEEE Trans. Multim., 2013)

Video-to-Shot Tag Propagation by Graph Sparse Group Lasso. - Xiaofeng Zhu 001; Zi Huang; Jiangtao Cui; Heng Tao Shen (IEEE Trans. Multim., 2013)

Sparse hashing for fast multimedia search. - Xiaofeng Zhu 001; Zi Huang; Hong Cheng 001; Jiangtao Cui; Heng Tao Shen (ACM Trans. Inf. Syst., 2013)

Effective transfer tagging from image to video. - Yang Yang 002; Yi Yang 001; Heng Tao Shen (ACM Trans. Multim. Comput. Commun. Appl., 2013)

UQ-DKE's Participation at MediaEval 2014 Placing Task. - Jiewei Cao; Zi Huang; Yang Yang 002; Heng Tao Shen (MediaEval, 2014)

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

WeMash: An Online System for Web Video Mashup. - Peng Wang 023; Yang Yang 002; Zi Huang; Jiewei Cao; Heng Tao Shen (ACM Multimedia, 2014)

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

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

Hashing for Similarity Search: A Survey. - Jingdong Wang 001; Heng Tao Shen; Jingkuan Song; Jianqiu Ji (CoRR, 2014)

SK-LSH: An Efficient Index Structure for Approximate Nearest Neighbor Search. - Yingfan Liu; Jiangtao Cui; Zi Huang; Hui Li 005; Heng Tao Shen (Proc. VLDB Endow., 2014)

On the Influence Propagation of Web Videos. - Jiajun Liu; Yi Yang 001; Zi Huang; Yang Yang 002; Heng Tao Shen (IEEE Trans. Knowl. Data Eng., 2014)

Effectively Indexing the Multidimensional Uncertain Objects. - Ying Zhang 001; Wenjie Zhang 001; Qianlu Lin; Xuemin Lin 001; Heng Tao Shen (IEEE Trans. Knowl. Data Eng., 2014)

Guest Editorial Special Section on Socio-Mobile Media Analysis and Retrieval. - Alberto Del Bimbo; K. Selçuk Candan; Yu-Gang Jiang 001; Jiebo Luo 001; Tao Mei 001; Nicu Sebe; Heng Tao Shen; Cees G. M. Snoek; Rong Yan (IEEE Trans. Multim., 2014)

Optimal graph learning with partial tags and multiple features for image and video annotation. - Lianli Gao; Jingkuan Song; Feiping Nie 001; Yan Yan 002; Nicu Sebe; Heng Tao Shen (CVPR, 2015)

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

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

Zero-shot Image Categorization by Image Correlation Exploration. - Lianli Gao; Jingkuan Song; Junming Shao; Xiaofeng Zhu 001; Heng Tao Shen (ICMR, 2015)

UQMG @ TRECVID 2015: Instance Search. - Jiewei Cao; Zi Huang; Heng Tao Shen (TRECVID, 2015)

Geographical Constraint and Temporal Similarity Modeling for Point-of-Interest Recommendation. - Huimin Wu 001; Jie Shao 001; Hongzhi Yin; Heng Tao Shen; Xiaofang Zhou 001 (WISE (2), 2015)

Temporal Pyramid Pooling Based Convolutional Neural Networks for Action Recognition. - Peng Wang 023; Yuanzhouhan Cao; Chunhua Shen; Lingqiao Liu; Heng Tao Shen (CoRR, 2015)

Max-margin adaptive model for complex video pattern recognition. - Litao Yu; Jie Shao 001; Xin-Shun Xu; Heng Tao Shen (Multim. Tools Appl., 2015)

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

Multitask Spectral Clustering by Exploring Intertask Correlation. - Yang Yang 002; Zhigang Ma; Yi Yang 001; Feiping Nie 001; Heng Tao Shen (IEEE Trans. Cybern., 2015)

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

Optimized Cartesian K-Means. - Jianfeng Wang; Jingdong Wang 001; Jingkuan Song; Xin-Shun Xu; Heng Tao Shen; Shipeng Li 001 (IEEE Trans. Knowl. Data Eng., 2015)

Tag Features for Geo-Aware Image Classification. - Shuai Liao; Xirong Li 001; Heng Tao Shen; Yang Yang 002; Xiaoyong Du 001 (IEEE Trans. Multim., 2015)

Graph-without-cut: An Ideal Graph Learning for Image Segmentation. - Lianli Gao; Jingkuan Song; Feiping Nie 001; Fuhao Zou; Nicu Sebe; Heng Tao Shen (AAAI, 2016)

What's Wrong with That Object? Identifying Images of Unusual Objects by Modelling the Detection Score Distribution. - Peng Wang 023; Lingqiao Liu; Chunhua Shen; Zi Huang; Anton van den Hengel; Heng Tao Shen (CVPR, 2016)

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

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

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

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

Quartet-net Learning for Visual Instance Retrieval. - Jiewei Cao; Zi Huang; Peng Wang 023; Chao Li 034; Xiaoshuai Sun; Heng Tao Shen (ACM Multimedia, 2016)

Attention-based LSTM with Semantic Consistency for Videos Captioning. - Zhao Guo; Lianli Gao; Jingkuan Song; Xing Xu 001; Jie Shao 001; Heng Tao Shen (ACM Multimedia, 2016)

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

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

Where to Focus: Query Adaptive Matching for Instance Retrieval Using Convolutional Feature Maps. - Jiewei Cao; Lingqiao Liu; Peng Wang 023; Zi Huang; Chunhua Shen; Heng Tao Shen (CoRR, 2016)

Structured Learning of Binary Codes with Column Generation. - Guosheng Lin; Fayao Liu; Chunhua Shen; Jianxin Wu 001; Heng Tao Shen (CoRR, 2016)

Recurrent Image Captioner: Describing Images with Spatial-Invariant Transformation and Attention Filtering. - Hao Liu; Yang Yang 002; Fumin Shen; Lixin Duan; Heng Tao Shen (CoRR, 2016)

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

Hi Detector, What's Wrong with that Object? Identifying Irregular Object From Images by Modelling the Detection Score Distribution. - Peng Wang 023; Lingqiao Liu; Chunhua Shen; Anton van den Hengel; Heng Tao Shen (CoRR, 2016)

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

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

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

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

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

Optimized Graph Learning Using Partial Tags and Multiple Features for Image and Video Annotation. - Jingkuan Song; Lianli Gao; Feiping Nie 001; Heng Tao Shen; Yan Yan 002; Nicu Sebe (IEEE Trans. Image Process., 2016)

Dual Diversified Dynamical Gaussian Process Latent Variable Model for Video Repairing. - Hao Xiong 001; Tongliang Liu; Dacheng Tao; Heng Tao Shen (IEEE Trans. Image Process., 2016)

Web Video Event Recognition by Semantic Analysis From Ubiquitous Documents. - Litao Yu; Yang Yang 002; Zi Huang; Peng Wang 023; Jingkuan Song; Heng Tao Shen (IEEE Trans. Image Process., 2016)

A Distance-Computation-Free Search Scheme for Binary Code Databases. - Jingkuan Song; Heng Tao Shen; Jianfeng Wang; Zi Huang; Nicu Sebe; Jingdong Wang 001 (IEEE Trans. Multim., 2016)

Scalable Video Event Retrieval by Visual State Binary Embedding. - Litao Yu; Zi Huang; Jiewei Cao; Heng Tao Shen (IEEE Trans. Multim., 2016)

Event Video Mashup: From Hundreds of Videos to Minutes of Skeleton. - Lianli Gao; Peng Wang 023; Jingkuan Song; Zi Huang; Jie Shao 001; Heng Tao Shen (AAAI, 2017)

Web-Based Semantic Fragment Discovery for On-Line Lingual-Visual Similarity. - Xiaoshuai Sun; Jiewei Cao; Chao Li 034; Lei Zhu 002; Heng Tao Shen (AAAI, 2017)

An Integrated Model for Effective Saliency Prediction. - Xiaoshuai Sun; Zi Huang; Hongzhi Yin; Heng Tao Shen (AAAI, 2017)

Jointly Learning Attentions with Semantic Cross-Modal Correlation for Visual Question Answering. - Liangfu Cao; Lianli Gao; Jingkuan Song; Xing Xu 001; Heng Tao Shen (ADC, 2017)

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

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

Deep Semantic Indexing Using Convolutional Localization Network with Region-Based Visual Attention for Image Database. - Mingxing Zhang; Yang Yang 002; Hanwang Zhang; Yanli Ji; Ning Xie 003; Heng Tao Shen (ADC, 2017)

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

Multi-attention Network for One Shot Learning. - Peng Wang 023; Lingqiao Liu; Chunhua Shen; Zi Huang; Anton van den Hengel; Heng Tao Shen (CVPR, 2017)

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

WebPainter: Collaborative Stroke-Based Rendering Through HTML5 and WebGL. - Ning Xie 003; Mengyuan Ren; Wu Yang; Yang Yang 002; Heng Tao Shen (Edutainment, 2017)

Leveraging Weak Semantic Relevance for Complex Video Event Classification. - Heng Tao Shen; Chao Li 034; Jiewei Cao; Zi Huang; Lei Zhu 002 (ICCV, 2017)

Preserving-Ignoring Transformation Based Index for Approximate k Nearest Neighbor Search. - Gang Hu 004; Jie Shao 001; Dongxiang Zhang; Yang Yang 002; Heng Tao Shen (ICDE, 2017)

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

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

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

Hierarchical LSTM with Adjusted Temporal Attention for Video Captioning. - Jingkuan Song; Lianli Gao; Zhao Guo; Wu Liu; Dongxiang Zhang; Heng Tao Shen (IJCAI, 2017)

BMC@MediaEval 2017 Multimedia Satellite Task via Regression Random Forest. - Xiyao Fu; Yi Bin; Liang Peng; Jie Zhou 001; Yang Yang 002; Heng Tao Shen (MediaEval, 2017)

CFM@MediaEval 2017 Retrieving Diverse Social Images Task via Re-ranking and Hierarchical Clustering. - Liang Peng; Yi Bin; Xiyao Fu; Jie Zhou 001; Yang Yang 002; Heng Tao Shen (MediaEval, 2017)

Adaptively Attending to Visual Attributes and Linguistic Knowledge for Captioning. - Yi Bin; Yang Yang 002; Jie Zhou 001; Zi Huang; Heng Tao Shen (ACM Multimedia, 2017)

Local Deep Descriptors in Bag-of-Words for Image Retrieval. - Jiewei Cao; Zi Huang; Heng Tao Shen (ACM Multimedia (Thematic Workshops), 2017)

Two Birds One Stone: On both Cold-Start and Long-Tail Recommendation. - Jingjing Li 001; Ke Lu 001; Zi Huang; Heng Tao Shen (ACM Multimedia, 2017)

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

Adversarial Cross-Modal Retrieval. - Bokun Wang; Yang Yang 002; Xing Xu 001; Alan Hanjalic; Heng Tao Shen (ACM Multimedia, 2017)

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

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

Exploring Consistent Preferences: Discrete Hashing with Pair-Exemplar for Scalable Landmark Search. - Lei Zhu 002; Zi Huang; Xiaojun Chang; Jingkuan Song; Heng Tao Shen (ACM Multimedia, 2017)

Cosmetic-vis: sample-based 3D facial editor for cosmetic medical visualization. - Mengyuan Ren; Ning Xie 003; Yang Yang 002; Heng Tao Shen (SIGGRAPH Posters, 2017)

POI Popularity Prediction via Hierarchical Fusion of Multiple Social Clues. - Yaqian Duan; Xinze Wang; Yang Yang 002; Zi Huang; Ning Xie 003; Heng Tao Shen (SIGIR, 2017)

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

Event Early Embedding: Predicting Event Volume Dynamics at Early Stage. - Zhiwei Liu 001; Yang Yang 002; Zi Huang; Fumin Shen; Dongxiang Zhang; Heng Tao Shen (SIGIR, 2017)

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

Deep Region Hashing for Efficient Large-scale Instance Search from Images. - Jingkuan Song; Tao He 007; Lianli Gao; Xing Xu 001; Heng Tao Shen (CoRR, 2017)

From Deterministic to Generative: Multi-Modal Stochastic RNNs for Video Captioning. - Jingkuan Song; Yuyu Guo 001; Lianli Gao; Xuelong Li 001; Alan Hanjalic; Heng Tao Shen (CoRR, 2017)

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

Structured Learning of Binary Codes with Column Generation for Optimizing Ranking Measures. - Guosheng Lin; Fayao Liu; Chunhua Shen; Jianxin Wu 001; Heng Tao Shen (Int. J. Comput. Vis., 2017)

Editorial: Good practices in multimedia modeling. - Yang Yang 002; Richang Hong; Benoit Huet; Heng Tao Shen (Neurocomputing, 2017)

Compositional Model Based Fisher Vector Coding for Image Classification. - Lingqiao Liu; Peng Wang 023; Chunhua Shen; Lei Wang 001; Anton van den Hengel; Chao Wang 063; Heng Tao Shen (IEEE Trans. Pattern Anal. Mach. Intell., 2017)

Beyond Frame-level CNN: Saliency-Aware 3-D CNN With LSTM for Video Action Recognition. - Xuanhan Wang; Lianli Gao; Jingkuan Song; Heng Tao Shen (IEEE Signal Process. Lett., 2017)

Temporal Pyramid Pooling-Based Convolutional Neural Network for Action Recognition. - Peng Wang 023; Yuanzhouhan Cao; Chunhua Shen; Lingqiao Liu; Heng Tao Shen (IEEE Trans. Circuits Syst. Video Technol., 2017)

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

Exploiting Depth From Single Monocular Images for Object Detection and Semantic Segmentation. - Yuanzhouhan Cao; Chunhua Shen; Heng Tao Shen (IEEE Trans. Image Process., 2017)

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

Hierarchical Latent Concept Discovery for Video Event Detection. - Chao Li 034; Zi Huang; Yang Yang 002; Jiewei Cao; Xiaoshuai Sun; Heng Tao Shen (IEEE Trans. Image Process., 2017)

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

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

IF-Matching: Towards Accurate Map-Matching with Information Fusion. - Gang Hu 004; Jie Shao 001; Fenglin Liu; Yuan Wang 003; Heng Tao Shen (IEEE Trans. Knowl. Data Eng., 2017)

Discrete Nonnegative Spectral Clustering. - Yang Yang 002; Fumin Shen; Zi Huang; Heng Tao Shen; Xuelong Li 001 (IEEE Trans. Knowl. Data Eng., 2017)

Video Captioning With Attention-Based LSTM and Semantic Consistency. - Lianli Gao; Zhao Guo; Hanwang Zhang; Xing Xu 001; Heng Tao Shen (IEEE Trans. Multim., 2017)

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

Targeted Advertising in Public Transportation Systems with Quantitative Evaluation. - Dongxiang Zhang; Long Guo; Liqiang Nie; Jie Shao 001; Sai Wu; Heng Tao Shen (ACM Trans. Inf. Syst., 2017)

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

Compact Indexing and Judicious Searching for Billion-Scale Microblog Retrieval. - Dongxiang Zhang; Liqiang Nie; Huanbo Luan; Kian-Lee Tan; Tat-Seng Chua; Heng Tao Shen (ACM Trans. Inf. Syst., 2017)

Distributed shortest path query processing on dynamic road networks. - Dongxiang Zhang; Dingyu Yang; Yuan Wang 003; Kian-Lee Tan; Jian Cao 001; Heng Tao Shen (VLDB J., 2017)

Binary Generative Adversarial Networks for Image Retrieval. - Jingkuan Song; Tao He 007; Lianli Gao; Xing Xu 001; Alan Hanjalic; Heng Tao Shen (AAAI, 2018)

Deep Region Hashing for Generic Instance Search from Images. - Jingkuan Song; Tao He 007; Lianli Gao; Xing Xu 001; Heng Tao Shen (AAAI, 2018)

MathDQN: Solving Arithmetic Word Problems via Deep Reinforcement Learning. - Lei Wang 185; Dongxiang Zhang; Lianli Gao; Jingkuan Song; Long Guo; Heng Tao Shen (AAAI, 2018)

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

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

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

Continuous Proximity Detection via Predictive Safe Region Construction. - Ying Xu; Dongxiang Zhang; Meihui Zhang 001; Dongsheng Li 001; Xiaoling Wang; Heng Tao Shen (ICDE, 2018)

A Graph-Theoretic Fusion Framework for Unsupervised Entity Resolution. - Dongxiang Zhang; Long Guo; Xiangnan He 001; Jie Shao 001; Sai Wu; Heng Tao Shen (ICDE, 2018)

Unpaired Image-to-Image Translation from Shared Deep Space. - Xuehui Wu; Jie Shao 001; Lianli Gao; Heng Tao Shen (ICIP, 2018)

Person Re-identification Using Two-Stage Convolutional Neural Network. - Yonghui Zhang; Jie Shao 001; Deqiang Ouyang; Heng Tao Shen (ICPR, 2018)

Coarse-to-fine Image Co-segmentation with Intra and Inter Rank Constraints. - Lianli Gao; Jingkuan Song; Dongxiang Zhang; Heng Tao Shen (IJCAI, 2018)

Dual Conditional GANs for Face Aging and Rejuvenation. - Jingkuan Song; Jingqiu Zhang; Lianli Gao; Xianglong Liu 001; Heng Tao Shen (IJCAI, 2018)

From Pixels to Objects: Cubic Visual Attention for Visual Question Answering. - Jingkuan Song; Pengpeng Zeng; Lianli Gao; Heng Tao Shen (IJCAI, 2018)

Feature Reconstruction by Laplacian Eigenmaps for Efficient Instance Search. - Bingqing Ke; Jie Shao 001; Zi Huang; Heng Tao Shen (ICMR, 2018)

Examine before You Answer: Multi-task Learning with Adaptive-attentions for Multiple-choice VQA. - Lianli Gao; Pengpeng Zeng; Jingkuan Song; Xianglong Liu 001; Heng Tao Shen (ACM Multimedia, 2018)

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

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

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

Video-based Person Re-identification via Self-Paced Learning and Deep Reinforcement Learning Framework. - Deqiang Ouyang; Jie Shao 001; Yonghui Zhang; Yang Yang 002; Heng Tao Shen (ACM Multimedia, 2018)

Cumulative Nets for Edge Detection. - Jingkuan Song; Zhilong Zhou; Lianli Gao; Xing Xu 001; Heng Tao Shen (ACM Multimedia, 2018)

DT-Zheng: digital twin method for Zheng musical instrument. - Ning Xie 003; Xinrui Cai; Sipei Li; Yifan Lu; Mingyue Lou; Heng Tao Shen (SIGGRAPH ASIA Posters, 2018)

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

The Gap of Semantic Parsing: A Survey on Automatic Math Word Problem Solvers. - Dongxiang Zhang; Lei Wang 185; Nuo Xu; Bing Tian Dai; Heng Tao Shen (CoRR, 2018)

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

Deep appearance and motion learning for egocentric activity recognition. - Xuanhan Wang; Lianli Gao; Jingkuan Song; Xiantong Zhen; Nicu Sebe; Heng Tao Shen (Neurocomputing, 2018)

Stroke-based stylization by learning sequential drawing examples. - Ning Xie 003; Yang Yang 002; Heng Tao Shen; Tingting Zhao 001 (J. Vis. Commun. Image Represent., 2018)

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

A Survey on Learning to Hash. - Jingdong Wang 001; Ting Zhang 002; Jingkuan Song; Nicu Sebe; Heng Tao Shen (IEEE Trans. Pattern Anal. Mach. Intell., 2018)

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

Trajectory Simplification: An Experimental Study and Quality Analysis. - Dongxiang Zhang; Mengting Ding; Dingyu Yang; Yi Liu; Ju Fan; Heng Tao Shen (Proc. VLDB Endow., 2018)

One-shot learning based pattern transition map for action early recognition. - Yanli Ji; Yang Yang 002; Xing Xu 001; Heng Tao Shen (Signal Process., 2018)

View-Consistent MeshFlow for Stereoscopic Video Stabilization. - Heng Guo 003; Shuaicheng Liu; Shuyuan Zhu; Heng Tao Shen; Bing Zeng (IEEE Trans. Computational Imaging, 2018)

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

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

Video Captioning by Adversarial LSTM. - Yang Yang 002; Jie Zhou 001; Jiangbo Ai; Yi Bin; Alan Hanjalic; Heng Tao Shen; Yanli Ji (IEEE Trans. Image Process., 2018)

Exploring Auxiliary Context: Discrete Semantic Transfer Hashing for Scalable Image Retrieval. - Lei Zhu 002; Zi Huang; Zhihui Li 001; Liang Xie 001; Heng Tao Shen (IEEE Trans. Neural Networks Learn. Syst., 2018)

Augmented keyword search on spatial entity databases. - Dongxiang Zhang; Yuchen Li 001; Xin Cao 001; Jie Shao 001; Heng Tao Shen (VLDB J., 2018)

Personalized semantic trajectory privacy preservation through trajectory reconstruction. - Yan Dai 001; Jie Shao 001; Chengbo Wei; Dongxiang Zhang; Heng Tao Shen (World Wide Web, 2018)

Dimensionality Reduction. - Heng Tao Shen (Encyclopedia of Database Systems (2nd ed.), 2018)

Multidimensional Scaling. - Heng Tao Shen (Encyclopedia of Database Systems (2nd ed.), 2018)

Near-Duplicate Retrieval. - Heng Tao Shen (Encyclopedia of Database Systems (2nd ed.), 2018)

Principal Component Analysis. - Heng Tao Shen (Encyclopedia of Database Systems (2nd ed.), 2018)

Video Sequence Indexing. - Heng Tao Shen (Encyclopedia of Database Systems (2nd ed.), 2018)

MR-NET: Exploiting Mutual Relation for Visual Relationship Detection. - Yi Bin; Yang Yang 002; Chaofan Tao; Zi Huang; Jingjing Li 001; Heng Tao Shen (AAAI, 2019)

Perceptual Pyramid Adversarial Networks for Text-to-Image Synthesis. - Lianli Gao; Daiyuan Chen; Jingkuan Song; Xing Xu 001; Dongxiang Zhang; Heng Tao Shen (AAAI, 2019)

Deliberate Attention Networks for Image Captioning. - Lianli Gao; Kaixuan Fan; Jingkuan Song; Xianglong Liu 001; Xing Xu 001; Heng Tao Shen (AAAI, 2019)

Structured Two-Stream Attention Network for Video Question Answering. - Lianli Gao; Pengpeng Zeng; Jingkuan Song; Yuan-Fang Li; Wu Liu; Tao Mei 001; Heng Tao Shen (AAAI, 2019)

Template-Based Math Word Problem Solvers with Recursive Neural Networks. - Lei Wang 185; Dongxiang Zhang; Jipeng Zhang; Xing Xu 001; Lianli Gao; Bing Tian Dai; Heng Tao Shen (AAAI, 2019)

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

Sequence-To-Sequence Domain Adaptation Network for Robust Text Image Recognition. - Yaping Zhang; Shuai Nie; Wenju Liu; Xing Xu 001; Dongxiang Zhang; Heng Tao Shen (CVPR, 2019)

Beyond Product Quantization: Deep Progressive Quantization for Image Retrieval. - Lianli Gao; Xiaosu Zhu; Jingkuan Song; Zhou Zhao 001; Heng Tao Shen (IJCAI, 2019)

Deep Recurrent Quantization for Generating Sequential Binary Codes. - Jingkuan Song; Xiaosu Zhu; Lianli Gao; Xin-Shun Xu; Wu Liu; Heng Tao Shen (IJCAI, 2019)

Adaptive Multi-Path Aggregation for Human DensePose Estimation in the Wild. - Yuyu Guo 001; Lianli Gao; Jingkuan Song; Peng Wang 023; Wuyuan Xie; Heng Tao Shen (ACM Multimedia, 2019)

Attention Transfer (ANT) Network for View-invariant Action Recognition. - Yanli Ji; Feixiang Xu; Yang Yang 002; Ning Xie 003; Heng Tao Shen; Tatsuya Harada (ACM Multimedia, 2019)

Learnable Aggregating Net with Diversity Learning for Video Question Answering. - Xiangpeng Li; Lianli Gao; Xuanhan Wang; Wu Liu; Xing Xu 001; Heng Tao Shen; Jingkuan Song (ACM Multimedia, 2019)

Matching Images and Text with Multi-modal Tensor Fusion and Re-ranking. - Tan Wang; Xing Xu 001; Yang Yang 002; Alan Hanjalic; Heng Tao Shen; Jingkuan Song (ACM Multimedia, 2019)

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

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

Residual Graph Convolutional Networks for Zero-Shot Learning. - Jiwei Wei; Yang Yang 002; Jingjing Li 001; Lei Zhu 002; Lin Zuo; Heng Tao Shen (MMAsia, 2019)

Statistical Karyotype Analysis Using CNN and Geometric Optimization. - Ning Xie 003; Xu Li; Kang Li; Yang Yang 002; Heng Tao Shen (IEEE Access, 2019)

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

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

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

Special Issue of APWeb-WAIM 2019. - Dongxiang Zhang; Wei Wang 059; Bin Cui 001; Heng Tao Shen (Data Sci. Eng., 2019)

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

Web-based SBLR method of multimedia tools for computer-aided drawing. - Ning Xie 003; Tingting Zhao 001; Yang Yang 002; Heng Tao Shen (Multim. Tools Appl., 2019)

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

Order-aware convolutional pooling for video based action recognition. - Peng Wang 023; Lingqiao Liu; Chunhua Shen; Heng Tao Shen (Pattern Recognit., 2019)

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

Towards Accurate Georeferenced Video Search With Camera Field of View Modeling. - Jie Shao 001; Gang Hu 004; Jingkuan Song; Xueliang Liu; Heng Tao Shen (IEEE Trans. Circuits Syst. Video Technol., 2019)

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

Transfer Independently Together: A Generalized Framework for Domain Adaptation. - Jingjing Li 001; Ke Lu 001; Zi Huang; Lei Zhu 002; Heng Tao Shen (IEEE Trans. Cybern., 2019)

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

Locality Preserving Joint Transfer for Domain Adaptation. - Jingjing Li 001; Mengmeng Jing; Ke Lu 001; Lei Zhu 002; Heng Tao Shen (IEEE Trans. Image Process., 2019)

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

More is Better: Precise and Detailed Image Captioning Using Online Positive Recall and Missing Concepts Mining. - Mingxing Zhang; Yang Yang 002; Hanwang Zhang; Yanli Ji; Heng Tao Shen; Tat-Seng Chua (IEEE Trans. Image Process., 2019)

Hierarchical Multi-Clue Modelling for POI Popularity Prediction with Heterogeneous Tourist Information. - Yang Yang 002; Yaqian Duan; Xinze Wang; Zi Huang; Ning Xie 003; Heng Tao Shen (IEEE Trans. Knowl. Data Eng., 2019)

Heterogeneous Domain Adaptation Through Progressive Alignment. - Jingjing Li 001; Ke Lu 001; Zi Huang; Lei Zhu 002; Heng Tao Shen (IEEE Trans. Neural Networks Learn. Syst., 2019)

From Deterministic to Generative: Multimodal Stochastic RNNs for Video Captioning. - Jingkuan Song; Yuyu Guo 001; Lianli Gao; Xuelong Li 001; Alan Hanjalic; Heng Tao Shen (IEEE Trans. Neural Networks Learn. Syst., 2019)

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

Learning Cross-Aligned Latent Embeddings for Zero-Shot Cross-Modal Retrieval. - Kaiyi Lin; Xing Xu 001; Lianli Gao; Zheng Wang 044; Heng Tao Shen (AAAI, 2020)

Searching for Actions on the Hyperbole. - Teng Long 002; Pascal Mettes; Heng Tao Shen; Cees G. M. Snoek (CVPR, 2020)

Universal Weighting Metric Learning for Cross-Modal Matching. - Jiwei Wei; Xing Xu 001; Yang Yang 002; Yanli Ji; Zheng Wang 044; Heng Tao Shen (CVPR, 2020)

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

Patch-Wise Attack for Fooling Deep Neural Network. - Lianli Gao; Qilong Zhang; Jingkuan Song; Xianglong Liu 001; Heng Tao Shen (ECCV (28), 2020)

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

CC-LSTM: Cross and Conditional Long-Short Time Memory for Video Captioning. - Jiangbo Ai; Yang Yang 002; Xing Xu 001; Jie Zhou 001; Heng Tao Shen (ICPR Workshops (6), 2020)

Bottom-up and Top-down: Bidirectional Additive Net for Edge Detection. - Lianli Gao; Zhilong Zhou; Heng Tao Shen; Jingkuan Song (IJCAI, 2020)

Lab2Pix: Label-Adaptive Generative Adversarial Network for Unsupervised Image Synthesis. - Lianli Gao; Junchen Zhu; Jingkuan Song; Feng Zheng; Heng Tao Shen (ACM Multimedia, 2020)

One-shot Scene Graph Generation. - Yuyu Guo 001; Jingkuan Song; Lianli Gao; Heng Tao Shen (ACM Multimedia, 2020)

KTN: Knowledge Transfer Network for Multi-person DensePose Estimation. - Xuanhan Wang; Lianli Gao; Jingkuan Song; Heng Tao Shen (ACM Multimedia, 2020)

Learning Optimization-based Adversarial Perturbations for Attacking Sequential Recognition Models. - Xing Xu 001; Jiefu Chen; Jinhui Xiao; Zheng Wang 044; Yang Yang 002; Heng Tao Shen (ACM Multimedia, 2020)

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

EvoGAN: an evolutionary GAN for face aging and rejuvenation. - Lianli Gao; Jingqiu Zhang; Jingkuan Song; Heng Tao Shen (MMAsia, 2020)

Self-supervised adversarial learning for cross-modal retrieval. - Yangchao Wang; Shiyuan He; Xing Xu 001; Yang Yang 002; Jingjing Li 001; Heng Tao Shen (MMAsia, 2020)

Graph-based variational auto-encoder for generalized zero-shot learning. - Jiwei Wei; Yang Yang 002; Xing Xu 001; Yanli Ji; Xiaofeng Zhu 001; Heng Tao Shen (MMAsia, 2020)

DMCR-GAN: Adversarial Denoising for Monte Carlo Renderings with Residual Attention Networks and Hierarchical Features Modulation of Auxiliary Buffers. - Yifan Lu; Ning Xie 003; Heng Tao Shen (SIGGRAPH Asia Technical Communications, 2020)

3D Self-Attention for Unsupervised Video Quantization. - Jingkuan Song; Ruimin Lang; Xiaosu Zhu; Xing Xu 001; Lianli Gao; Heng Tao Shen (SIGIR, 2020)

Correlated Features Synthesis and Alignment for Zero-shot Cross-modal Retrieval. - Xing Xu 001; Kaiyi Lin; Huimin Lu 001; Lianli Gao; Heng Tao Shen (SIGIR, 2020)

Data-Driven Spatio-Temporal Analysis via Multi-Modal Zeitgebers and Cognitive Load in VR. - Haodong Liao; Ning Xie 003; Huiyuan Li; Yuhang Li; Jianping Su; Feng Jiang; Weipeng Huang; Heng Tao Shen (VR, 2020)

Improving Target-driven Visual Navigation with Attention on 3D Spatial Relationships. - Yunlian Lv; Ning Xie 003; Yimin Shi; Zijiao Wang; Heng Tao Shen (CoRR, 2020)

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

Patch-wise++ Perturbation for Adversarial Targeted Attacks. - Lianli Gao; Qilong Zhang; Jingkuan Song; Heng Tao Shen (CoRR, 2020)

Unified Binary Generative Adversarial Network for Image Retrieval and Compression. - Jingkuan Song; Tao He 007; Lianli Gao; Xing Xu 001; Alan Hanjalic; Heng Tao Shen (Int. J. Comput. Vis., 2020)

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

Impulsive synchronization of coupled delayed neural networks with actuator saturation and its application to image encryption. - Deqiang Ouyang; Jie Shao 001; Haijun Jiang; Sing Kiong Nguang; Heng Tao Shen (Neural Networks, 2020)

Hierarchical LSTMs with Adaptive Attention for Visual Captioning. - Lianli Gao; Xiangpeng Li; Jingkuan Song; Heng Tao Shen (IEEE Trans. Pattern Anal. Mach. Intell., 2020)

The Gap of Semantic Parsing: A Survey on Automatic Math Word Problem Solvers. - Dongxiang Zhang; Lei Wang 185; Luming Zhang; Bing Tian Dai; Heng Tao Shen (IEEE Trans. Pattern Anal. Mach. Intell., 2020)

Play and rewind: Context-aware video temporal action proposals. - Lianli Gao; Tao Li; Jingkuan Song; Zhou Zhao 001; Heng Tao Shen (Pattern Recognit., 2020)

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

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

Bidirectional Discrete Matrix Factorization Hashing for Image Search. - Shiyuan He; Bokun Wang; Zheng Wang 044; Yang Yang 002; Fumin Shen; Zi Huang; Heng Tao Shen (IEEE Trans. Cybern., 2020)

Ternary Adversarial Networks With Self-Supervision for Zero-Shot Cross-Modal Retrieval. - Xing Xu 001; Huimin Lu 001; Jingkuan Song; Yang Yang 002; Heng Tao Shen; Xuelong Li 001 (IEEE Trans. Cybern., 2020)

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

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

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

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

Efficient Supervised Discrete Multi-View Hashing for Large-Scale Multimedia Search. - Xu Lu 004; Lei Zhu 002; Jingjing Li 001; Huaxiang Zhang 001; Heng Tao Shen (IEEE Trans. Multim., 2020)

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

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

Kernel Attention Network for Single Image Super-Resolution. - Dongyang Zhang 001; Jie Shao 001; Heng Tao Shen (ACM Trans. Multim. Comput. Commun. Appl., 2020)

RSGNet: Relation based Skeleton Graph Network for Crowded Scenes Pose Estimation. - Yan Dai 001; Xuanhan Wang; Lianli Gao; Jingkuan Song; Heng Tao Shen (AAAI, 2021)

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

Multi-Stage Aggregated Transformer Network for Temporal Language Localization in Videos. - Mingxing Zhang; Yang Yang 002; Xinghan Chen; Yanli Ji; Xing Xu 001; Jingjing Li 001; Heng Tao Shen (CVPR, 2021)

From General to Specific: Informative Scene Graph Generation via Balance Adjustment. - Yuyu Guo 001; Lianli Gao; Xuanhan Wang; Yuxuan Hu; Xing Xu 001; Xu Lu 004; Heng Tao Shen; Jingkuan Song (ICCV, 2021)

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

Combine Early and Late Fusion Together: A Hybrid Fusion Framework for Image-Text Matching. - Yifan Wang; Xing Xu 001; Wei Yu; Ruicong Xu; Zuo Cao; Heng Tao Shen (ICME, 2021)

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

SKANet: Structured Knowledge-Aware Network for Visual Dialog. - Lei Zhao; Lianli Gao; Yuyu Guo 001; Jingkuan Song; Heng Tao Shen (ICME, 2021)

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

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

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

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

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

Staircase Sign Method for Boosting Adversarial Attacks. - Lianli Gao; Qilong Zhang; Xiaosu Zhu; Jingkuan Song; Heng Tao Shen (CoRR, 2021)

Adversarial Energy Disaggregation for Non-intrusive Load Monitoring. - Zhekai Du; Jingjing Li 001; Lei Zhu 002; Ke Lu 001; Heng Tao Shen (CoRR, 2021)

Heterogeneous data fusion for predicting mild cognitive impairment conversion. - Heng Tao Shen; Xiaofeng Zhu 001; Zheng Zhang 006; Shui-Hua Wang; Yi Chen 023; Xing Xu 001; Jie Shao 001 (Inf. Fusion, 2021)

Fusing functional connectivity with network nodal information for sparse network pattern learning of functional brain networks. - Xiaofeng Zhu 001; Hongming Li; Heng Tao Shen; Zheng Zhang 006; Yanli Ji; Yong Fan 001 (Inf. Fusion, 2021)

Adaptive Square Attack: Fooling Autonomous Cars With Adversarial Traffic Signs. - Yujie Li 001; Xing Xu 001; Jinhui Xiao; Siyuan Li; Heng Tao Shen (IEEE Internet Things J., 2021)

Reducing bias to source samples for unsupervised domain adaptation. - Yalan Ye; Ziwei Huang; Tongjie Pan; Jingjing Li 001; Heng Tao Shen (Neural Networks, 2021)

Maximum Density Divergence for Domain Adaptation. - Jingjing Li 001; Erpeng Chen; Zhengming Ding; Lei Zhu 002; Ke Lu 001; Heng Tao Shen (IEEE Trans. Pattern Anal. Mach. Intell., 2021)

Lightweight dynamic conditional GAN with pyramid attention for text-to-image synthesis. - Lianli Gao; Daiyuan Chen; Zhou Zhao 001; Jie Shao 001; Heng Tao Shen (Pattern Recognit., 2021)

Arbitrary-view human action recognition via novel-view action generation. - Kumie Gedamu; Yanli Ji; Yang Yang 002; Lingling Gao; Heng Tao Shen (Pattern Recognit., 2021)

View-invariant action recognition via Unsupervised AttentioN Transfer (UANT). - Yanli Ji; Yang Yang 002; Heng Tao Shen; Tatsuya Harada (Pattern Recognit., 2021)

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

Multi-Branch Networks for Video Super-Resolution With Dynamic Reconstruction Strategy. - Dongyang Zhang 001; Jie Shao 001; Zhenwen Liang; Xueliang Liu; Heng Tao Shen (IEEE Trans. Circuits Syst. Video Technol., 2021)

Adaptive Component Embedding for Domain Adaptation. - Mengmeng Jing; Jidong Zhao; Jingjing Li 001; Lei Zhu 002; Yang Yang 002; Heng Tao Shen (IEEE Trans. Cybern., 2021)

Adversarial Energy Disaggregation. - Zhekai Du; Jingjing Li 001; Lei Zhu 002; Ke Lu 001; Heng Tao Shen (Trans. Data Sci., 2021)

Deep Fuzzy Hashing Network for Efficient Image Retrieval. - Huimin Lu 001; Ming Zhang; Xing Xu 001; Yujie Li 001; Heng Tao Shen (IEEE Trans. Fuzzy Syst., 2021)

Remote Sensing Image Super-Resolution via Mixed High-Order Attention Network. - Dongyang Zhang 001; Jie Shao 001; Xinyao Li; Heng Tao Shen (IEEE Trans. Geosci. Remote. Sens., 2021)

Adversarial Attack Against Urban Scene Segmentation for Autonomous Vehicles. - Xing Xu 001; Jingran Zhang; Yujie Li 001; Yichuan Wang 001; Yang Yang 002; Heng Tao Shen (IEEE Trans. Ind. Informatics, 2021)

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

On Both Cold-Start and Long-Tail Recommendation with Social Data. - Jingjing Li 001; Ke Lu 001; Zi Huang; Heng Tao Shen (IEEE Trans. Knowl. Data Eng., 2021)

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

Interclass-Relativity-Adaptive Metric Learning for Cross-Modal Matching and Beyond. - Feiyu Chen 001; Jie Shao 001; Yonghui Zhang; Xing Xu 001; Heng Tao Shen (IEEE Trans. Multim., 2021)

Deep Collaborative Discrete Hashing With Semantic-Invariant Structure Construction. - Zijian Wang 009; Zheng Zhang 006; Yadan Luo; Zi Huang; Heng Tao Shen (IEEE Trans. Multim., 2021)

Large Factor Image Super-Resolution With Cascaded Convolutional Neural Networks. - Dongyang Zhang 001; Jie Shao 001; Zhenwen Liang; Lianli Gao; Heng Tao Shen (IEEE Trans. Multim., 2021)

Half-Quadratic Minimization for Unsupervised Feature Selection on Incomplete Data. - Heng Tao Shen; Yonghua Zhu; Wei Zheng; Xiaofeng Zhu 001 (IEEE Trans. Neural Networks Learn. Syst., 2021)

Radial Graph Convolutional Network for Visual Question Generation. - Xing Xu 001; Tan Wang; Yang Yang 002; Alan Hanjalic; Heng Tao Shen (IEEE Trans. Neural Networks Learn. Syst., 2021)

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

Zero-shot Cross-modal Retrieval by Assembling AutoEncoder and Generative Adversarial Network. - Xing Xu 001; Jialin Tian; Kaiyi Lin; Huimin Lu 001; Jie Shao 001; Heng Tao Shen (ACM Trans. Multim. Comput. Commun. Appl., 2021)

Cross-Modal Hybrid Feature Fusion for Image-Sentence Matching. - Xing Xu 001; Yifan Wang; Yixuan He; Yang Yang 002; Alan Hanjalic; Heng Tao Shen (ACM Trans. Multim. Comput. Commun. Appl., 2021)

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

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

Fine-Grained Predicates Learning for Scene Graph Generation. - Xinyu Lyu; Lianli Gao; Yuyu Guo 001; Zhou Zhao 001; Hao Huang; Heng Tao Shen; Jingkuan Song (CVPR, 2022)

Meta Distribution Alignment for Generalizable Person Re-Identification. - Hao Ni 002; Jingkuan Song; Xiaopeng Luo; Feng Zheng; Wen Li 001; Heng Tao Shen (CVPR, 2022)

Unified Multivariate Gaussian Mixture for Efficient Neural Image Compression. - Xiaosu Zhu; Jingkuan Song; Lianli Gao; Feng Zheng; Heng Tao Shen (CVPR, 2022)

Support-Set Based Multi-Modal Representation Enhancement for Video Captioning. - Xiaoya Chen; Jingkuan Song; Pengpeng Zeng; Lianli Gao; Heng Tao Shen (ICME, 2022)

Non-Autoregressive Cross-Modal Coherence Modelling. - Yi Bin; Wenhao Shi; Jipeng Zhang; Yujuan Ding; Yang Yang 002; Heng Tao Shen (ACM Multimedia, 2022)

Global-Local Cross-View Fisher Discrimination for View-Invariant Action Recognition. - Lingling Gao; Yanli Ji; Yang Yang 002; Heng Tao Shen (ACM Multimedia, 2022)

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

ARRA: Absolute-Relative Ranking Attack against Image Retrieval. - Siyuan Li; Xing Xu 001; Zailei Zhou; Yang Yang 002; Guoqing Wang 001; Heng Tao Shen (ACM Multimedia, 2022)

Rethinking Open-World Object Detection in Autonomous Driving Scenarios. - Zeyu Ma 002; Yang Yang 002; Guoqing Wang 001; Xing Xu 001; Heng Tao Shen; Mingxing Zhang (ACM Multimedia, 2022)

Point to Rectangle Matching for Image Text Retrieval. - Zheng Wang 044; Zhenwei Gao; Xing Xu 001; Yadan Luo; Yang Yang 002; Heng Tao Shen (ACM Multimedia, 2022)

Alleviating Style Sensitivity then Adapting: Source-free Domain Adaptation for Medical Image Segmentation. - Yalan Ye; Ziqi Liu; Yangwuyong Zhang; Jingjing Li 001; Hengtao Shen (ACM Multimedia, 2022)

Free-Lunch for Cross-Domain Few-Shot Learning: Style-Aware Episodic Training with Robust Contrastive Learning. - Ji Zhang 012; Jingkuan Song; Lianli Gao; Hengtao Shen (ACM Multimedia, 2022)

A Lower Bound of Hash Codes' Performance. - Xiaosu Zhu; Jingkuan Song; Yu Lei; Lianli Gao; Hengtao Shen (NeurIPS, 2022)

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

Structure-Aware Semantic-Aligned Network for Universal Cross-Domain Retrieval. - Jialin Tian; Xing Xu 001; Kai Wang; Zuo Cao; Xunliang Cai; Heng Tao Shen (SIGIR, 2022)

Practical No-box Adversarial Attacks with Training-free Hybrid Image Transformation. - Qilong Zhang; Chaoning Zhang; Chaoqun Li 007; Jingkuan Song; Lianli Gao; Heng Tao Shen (CoRR, 2022)

Thunder: Thumbnail based Fast Lightweight Image Denoising Network. - Yifeng Zhou; Xing Xu 001; Shuaicheng Liu; Guoqing Wang 001; Huimin Lu 001; Heng Tao Shen (CoRR, 2022)

Semantic Enhanced Knowledge Graph for Large-Scale Zero-Shot Learning. - Jiwei Wei; Yang Yang 002; Zeyu Ma 002; Jingjing Li 001; Xing Xu 001; Heng Tao Shen (CoRR, 2022)

Comprehensive Framework of Early and Late Fusion for Image-Sentence Retrieval. - Yifan Wang; Xing Xu 001; Wei Yu; Ruicong Xu; Zuo Cao; Heng Tao Shen (IEEE Multim., 2022)

Semantic guided knowledge graph for large-scale zero-shot learning. - Jiwei Wei; Haotian Sun; Yang Yang 002; Xing Xu 001; Jingjing Li 001; Heng Tao Shen (J. Vis. Commun. Image Represent., 2022)

Divergence-Agnostic Unsupervised Domain Adaptation by Adversarial Attacks. - Jingjing Li 001; Zhekai Du; Lei Zhu 002; Zhengming Ding; Ke Lu 001; Heng Tao Shen (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

MRA-Net: Improving VQA Via Multi-Modal Relation Attention Network. - Liang Peng; Yang Yang 002; Zheng Wang 044; Zi Huang; Heng Tao Shen (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Universal Weighting Metric Learning for Cross-Modal Retrieval. - Jiwei Wei; Yang Yang 002; Xing Xu 001; Xiaofeng Zhu 001; Heng Tao Shen (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Joint Feature Synthesis and Embedding: Adversarial Cross-Modal Retrieval Revisited. - Xing Xu 001; Kaiyi Lin; Yang Yang 002; Alan Hanjalic; Heng Tao Shen (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

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

UAV-Satellite View Synthesis for Cross-View Geo-Localization. - Xiaoyang Tian; Jie Shao 001; Deqiang Ouyang; Heng Tao Shen (IEEE Trans. Circuits Syst. Video Technol., 2022)

Action-Centric Relation Transformer Network for Video Question Answering. - Jipeng Zhang; Jie Shao 001; Rui Cao 002; Lianli Gao; Xing Xu 001; Heng Tao Shen (IEEE Trans. Circuits Syst. Video Technol., 2022)

Progressive Meta-Learning With Curriculum. - Ji Zhang 012; Jingkuan Song; Lianli Gao; Ye Liu; Heng Tao Shen (IEEE Trans. Circuits Syst. Video Technol., 2022)

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

Relation Regularized Scene Graph Generation. - Yuyu Guo 001; Lianli Gao; Jingkuan Song; Peng Wang 023; Nicu Sebe; Heng Tao Shen; Xuelong Li 001 (IEEE Trans. Cybern., 2022)

Investigating the Bilateral Connections in Generative Zero-Shot Learning. - Jingjing Li 001; Mengmeng Jing; Ke Lu 001; Lei Zhu 002; Heng Tao Shen (IEEE Trans. Cybern., 2022)

Learning Cross-Modal Common Representations by Private-Shared Subspaces Separation. - Xing Xu 001; Kaiyi Lin; Lianli Gao; Huimin Lu 001; Heng Tao Shen; Xuelong Li 001 (IEEE Trans. Cybern., 2022)

Domain Adaptive Remaining Useful Life Prediction With Transformer. - Xinyao Li; Jingjing Li 001; Lin Zuo; Lei Zhu 002; Heng Tao Shen (IEEE Trans. Instrum. Meas., 2022)

Weighted Adversarial Domain Adaptation for Machine Remaining Useful Life Prediction. - Kangkai Wu; Jingjing Li 001; Lin Zuo; Ke Lu 001; Heng Tao Shen (IEEE Trans. Instrum. Meas., 2022)

Hierarchical Representation Network With Auxiliary Tasks for Video Captioning and Video Question Answering. - Lianli Gao; Yu Lei; Pengpeng Zeng; Jingkuan Song; Meng Wang 001; Heng Tao Shen (IEEE Trans. Image Process., 2022)

Continual Referring Expression Comprehension via Dual Modular Memorization. - Heng Tao Shen; Cheng Chen; Peng Wang 023; Lianli Gao; Meng Wang 001; Jingkuan Song (IEEE Trans. Image Process., 2022)

Video Question Answering With Prior Knowledge and Object-Sensitive Learning. - Pengpeng Zeng; Haonan Zhang; Lianli Gao; Jingkuan Song; Heng Tao Shen (IEEE Trans. Image Process., 2022)

Faster Domain Adaptation Networks. - Jingjing Li 001; Mengmeng Jing; Hongzu Su; Ke Lu 001; Lei Zhu 002; Heng Tao Shen (IEEE Trans. Knowl. Data Eng., 2022)

Answer Again: Improving VQA With Cascaded-Answering Model. - Liang Peng; Yang Yang 002; Xiaopeng Zhang 008; Yanli Ji; Huimin Lu 001; Heng Tao Shen (IEEE Trans. Knowl. Data Eng., 2022)

Push & Pull: Transferable Adversarial Examples With Attentive Attack. - Lianli Gao; Zijie Huang; Jingkuan Song; Yang Yang 002; Heng Tao Shen (IEEE Trans. Multim., 2022)

View-Invariant Human Action Recognition Via View Transformation Network (VTN). - Lingling Gao; Yanli Ji; Kumie Gedamu; Xiaofeng Zhu 001; Xing Xu 001; Heng Tao Shen (IEEE Trans. Multim., 2022)

AgeGAN++: Face Aging and Rejuvenation With Dual Conditional GANs. - Jingkuan Song; Jingqiu Zhang; Lianli Gao; Zhou Zhao 001; Heng Tao Shen (IEEE Trans. Multim., 2022)

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

Alleviating Domain Shift via Discriminative Learning for Generalized Zero-Shot Learning. - Yalan Ye; Yukun He; Tongjie Pan; Jingjing Li 001; Heng Tao Shen (IEEE Trans. Multim., 2022)

One-Shot Image-to-Image Translation via Part-Global Learning With a Multi-Adversarial Framework. - Ziqiang Zheng; Zhibin Yu 002; Haiyong Zheng; Yang Yang 002; Heng Tao Shen (IEEE Trans. Multim., 2022)

Mind the Remainder: Taylor's Theorem View on Recurrent Neural Networks. - Xiang Guan; Yang Yang 002; Jingjing Li 001; Xing Xu 001; Heng Tao Shen (IEEE Trans. Neural Networks Learn. Syst., 2022)

Adversarial Entropy Optimization for Unsupervised Domain Adaptation. - Ao Ma; Jingjing Li 001; Ke Lu 001; Lei Zhu 002; Heng Tao Shen (IEEE Trans. Neural Networks Learn. Syst., 2022)

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

Multiplex Graph Representation Learning via Common and Private Information Mining. - Yujie Mo; Zongqian Wu; Yuhuan Chen; Xiaoshuang Shi; Heng Tao Shen; Xiaofeng Zhu 001 (AAAI, 2023)

Multilateral Semantic Relations Modeling for Image Text Retrieval. - Zheng Wang 044; Zhenwei Gao; Kangshuai Guo; Yang Yang 002; Xiaoming Wang; Heng Tao Shen (CVPR, 2023)

Multivariate, Multi-Frequency and Multimodal: Rethinking Graph Neural Networks for Emotion Recognition in Conversation. - Feiyu Chen 001; Jie Shao 001; Shuyuan Zhu; Heng Tao Shen (CVPR, 2023)

Learning Semantic-Aware Knowledge Guidance for Low-Light Image Enhancement. - Yuhui Wu 001; Chen Pan; Guoqing Wang 001; Yang Yang 003; Jiwei Wei; Chongyi Li; Heng Tao Shen (CVPR, 2023)

Non-Autoregressive Math Word Problem Solver with Unified Tree Structure. - Yi Bin; Mengqun Han; Wenhao Shi; Lei Wang 185; Yang Yang 002; See-Kiong Ng; Heng Tao Shen (EMNLP, 2023)

ICL-D3IE: In-Context Learning with Diverse Demonstrations Updating for Document Information Extraction. - Jiabang He; Lei Wang 185; Yi Hu; Ning Liu; Hui Liu; Xing Xu 001; Heng Tao Shen (ICCV, 2023)

Part-Aware Transformer for Generalizable Person Re-identification. - Hao Ni 002; Yuke Li; Lianli Gao; Heng Tao Shen; Jingkuan Song (ICCV, 2023)

DETA: Denoised Task Adaptation for Few-Shot Learning. - Ji Zhang 012; Lianli Gao; Xu Luo 003; Hengtao Shen; Jingkuan Song (ICCV, 2023)

ImbSAM: A Closer Look at Sharpness-Aware Minimization in Class-Imbalanced Recognition. - Yixuan Zhou 001; Yi Qu; Xing Xu 001; Hengtao Shen (ICCV, 2023)

Relational Temporal Graph Convolutional Networks for Ranking-Based Stock Prediction. - Zetao Zheng; Jie Shao 001; Jia Zhu 003; Heng Tao Shen (ICDE, 2023)

Disentangled Multiplex Graph Representation Learning. - Yujie Mo; Yajie Lei; Jialie Shen 001; Xiaoshuang Shi; Heng Tao Shen; Xiaofeng Zhu 001 (ICML, 2023)

A Universal Unbiased Method for Classification from Aggregate Observations. - Zixi Wei; Lei Feng 006; Bo Han 003; Tongliang Liu; Gang Niu 001; Xiaofeng Zhu 001; Heng Tao Shen (ICML, 2023)

Co-assistant Networks for Label Correction. - Xuan Chen; Weiheng Fu; Tian Li; Xiaoshuang Shi; Hengtao Shen; Xiaofeng Zhu 001 (MICCAI (3), 2023)

Unifying Two-Stream Encoders with Transformers for Cross-Modal Retrieval. - Yi Bin; Haoxuan Li 002; Yahui Xu; Xing Xu 001; Yang Yang 002; Heng Tao Shen (ACM Multimedia, 2023)

Joint Searching and Grounding: Multi-Granularity Video Content Retrieval. - Zhiguo Chen; Xun Jiang 001; Xing Xu 001; Zuo Cao; Yijun Mo; Heng Tao Shen (ACM Multimedia, 2023)

CUCL: Codebook for Unsupervised Continual Learning. - Chen Cheng; Jingkuan Song; Xiaosu Zhu; Junchen Zhu; Lianli Gao; Hengtao Shen (ACM Multimedia, 2023)

Cross-modality Representation Interactive Learning for Multimodal Sentiment Analysis. - Jian Huang; Yanli Ji; Yang Yang 002; Heng Tao Shen (ACM Multimedia, 2023)

Faster Video Moment Retrieval with Point-Level Supervision. - Xun Jiang 001; Zailei Zhou; Xing Xu 001; Yang Yang 002; Guoqing Wang 001; Heng Tao Shen (ACM Multimedia, 2023)

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

Your Negative May not Be True Negative: Boosting Image-Text Matching with False Negative Elimination. - Haoxuan Li 002; Yi Bin; Junrong Liao; Yang Yang 002; Heng Tao Shen (ACM Multimedia, 2023)

Style-Controllable Generalized Person Re-identification. - Yuke Li; Jingkuan Song; Hao Ni 002; Heng Tao Shen (ACM Multimedia, 2023)

Open-Scenario Domain Adaptive Object Detection in Autonomous Driving. - Zeyu Ma 002; Ziqiang Zheng; Jiwei Wei; Xiaoyong Wei; Yang Yang 002; Heng Tao Shen (ACM Multimedia, 2023)

Self-Relational Graph Convolution Network for Skeleton-Based Action Recognition. - Sophyani Banaamwini Yussif; Ning Xie 003; Yang Yang 002; Heng Tao Shen (ACM Multimedia, 2023)

Depth-Aware Sparse Transformer for Video-Language Learning. - Haonan Zhang; Lianli Gao; Pengpeng Zeng; Alan Hanjalic; Heng Tao Shen (ACM Multimedia, 2023)

Precise Target-Oriented Attack against Deep Hashing-based Retrieval. - Wenshuo Zhao; Jingkuan Song; Shengming Yuan; Lianli Gao; Yang Yang 002; Hengtao Shen (ACM Multimedia, 2023)

Prototype-based Aleatoric Uncertainty Quantification for Cross-modal Retrieval. - Hao Li; Jingkuan Song; Lianli Gao; Xiaosu Zhu; Hengtao Shen (NeurIPS, 2023)

Self-Weighted Contrastive Learning among Multiple Views for Mitigating Representation Degeneration. - Jie Xu 044; Shuo Chen 003; Yazhou Ren 001; Xiaoshuang Shi; Hengtao Shen; Gang Niu 001; Xiaofeng Zhu 001 (NeurIPS, 2023)

Do-GOOD: Towards Distribution Shift Evaluation for Pre-Trained Visual Document Understanding Models. - Jiabang He; Yi Hu; Lei Wang 185; Xing Xu 001; Ning Liu; Hui Liu; Heng Tao Shen (SIGIR, 2023)

Multimodal Apology: Using WebXR to Repair Trust with Virtual Companion. - Yunqiang Pei; Renming Huang; Guoqing Wang 001; Yang Yang 002; Ning Xie 003; Heng Tao Shen (VR Workshops, 2023)

Imbalanced Open Set Domain Adaptation via Moving-threshold Estimation and Gradual Alignment. - Jinghan Ru; Jun Tian; Zhekai Du; Chengwei Xiao; Jingjing Li 001; Heng Tao Shen (CoRR, 2023)

A Complete Survey on Generative AI (AIGC): Is ChatGPT from GPT-4 to GPT-5 All You Need? - Chaoning Zhang; Chenshuang Zhang; Sheng Zheng; Yu Qiao 004; Chenghao Li; Mengchun Zhang; Sumit Kumar Dam; Chu Myaet Thwal; Ye Lin Tun 001; Le Luang Huy; Dong Uk Kim; Sung-Ho Bae; et al. (CoRR, 2023)

ScanERU: Interactive 3D Visual Grounding based on Embodied Reference Understanding. - Ziyang Lu; Yunqiang Pei; Guoqing Wang 001; Yang Yang 002; Zheng Wang 044; Heng Tao Shen (CoRR, 2023)

Investigating and Mitigating the Side Effects of Noisy Views in Multi-view Clustering in Practical Scenarios. - Jie Xu 044; Gang Niu 001; Xiaolong Wang; Yazhou Ren 001; Lei Feng 006; Xiaoshuang Shi; Heng Tao Shen; Xiaofeng Zhu 001 (CoRR, 2023)

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

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

Learning Semantic-Aware Knowledge Guidance for Low-Light Image Enhancement. - Yuhui Wu 001; Chen Pan; Guoqing Wang 001; Yang Yang 002; Jiwei Wei; Chongyi Li; Heng Tao Shen (CoRR, 2023)

Instance-Variant Loss with Gaussian RBF Kernel for 3D Cross-modal Retriveal. - Zhitao Liu; Zengyu Liu; Jiwei Wei; Guan Wang; Zhenjiang Du; Ning Xie 003; Heng Tao Shen (CoRR, 2023)

Non-Autoregressive Math Word Problem Solver with Unified Tree Structure. - Yi Bin; Mengqun Han; Wenhao Shi; Lei Wang 185; Yang Yang 002; Heng Tao Shen (CoRR, 2023)

Using Caterpillar to Nibble Small-Scale Images. - Jin Sun 005; Xiaoshuang Shi; Zhiyuan Weng; Kaidi Xu; Heng Tao Shen; Xiaofeng Zhu 001 (CoRR, 2023)

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

Holistic Prototype Attention Network for Few-Shot VOS. - Yin Tang; Tao Chen 012; Xiruo Jiang; Yazhou Yao; Guo-Sen Xie; Heng Tao Shen (CoRR, 2023)

Part-Aware Transformer for Generalizable Person Re-identification. - Hao Ni 002; Yuke Li; Heng Tao Shen; Jingkuan Song (CoRR, 2023)

CIParsing: Unifying Causality Properties into Multiple Human Parsing. - Xiaojia Chen; Xuanhan Wang; Lianli Gao; Beitao Chen; Jingkuan Song; Heng Tao Shen (CoRR, 2023)

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

ACT: Adversarial Consistency Models. - Fei Kong; Jinhao Duan; Lichao Sun 001; Hao Cheng 015; Renjing Xu; Hengtao Shen; Xiaofeng Zhu 001; Xiaoshuang Shi; Kaidi Xu (CoRR, 2023)

MotionZero: Exploiting Motion Priors for Zero-shot Text-to-Video Generation. - Sitong Su; Litao Guo; Lianli Gao; Hengtao Shen; Jingkuan Song (CoRR, 2023)

Towards Redundancy-Free Sub-networks in Continual Learning. - Cheng Chen; Jingkuan Song; Lianli Gao; Heng Tao Shen (CoRR, 2023)

Make-A-Storyboard: A General Framework for Storyboard with Disentangled and Merged Control. - Sitong Su; Litao Guo; Lianli Gao; Heng Tao Shen; Jingkuan Song (CoRR, 2023)

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

ReCo-Diff: Explore Retinex-Based Condition Strategy in Diffusion Model for Low-Light Image Enhancement. - Yuhui Wu 001; Guoqing Wang 001; Zhiwen Wang 004; Yang Yang 002; Tianyu Li; Peng Wang 023; Chongyi Li; Heng Tao Shen (CoRR, 2023)

Preface to the Special Issue on Multimodal Learning Integrated with Pre-training Techniques. - Xuemeng Song; Liqiang Nie; Hengtao Shen; Qi Tian 001; Hua Huang (Int. J. Softw. Informatics, 2023)

TFUN: Trilinear Fusion Network for Ternary Image-Text Retrieval. - Xing Xu 001; Jialiang Sun; Zuo Cao; Yin Zhang 002; Xiaofeng Zhu 001; Heng Tao Shen (Inf. Fusion, 2023)

Privacy-Preserving Adaptive Remaining Useful Life Prediction via Source-Free Domain Adaption. - Kangkai Wu; Jingjing Li 001; Lichao Meng; Fengling Li 001; Heng Tao Shen (IEEE Trans. Instrum. Meas., 2023)

Fine-Grained Spatio-Temporal Parsing Network for Action Quality Assessment. - Kumie Gedamu; Yanli Ji; Yang Yang 002; Jie Shao 001; Heng Tao Shen (IEEE Trans. Image Process., 2023)

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

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

End-to-End Pre-Training With Hierarchical Matching and Momentum Contrast for Text-Video Retrieval. - Wenxue Shen; Jingkuan Song; Xiaosu Zhu; Gongfu Li; Heng Tao Shen (IEEE Trans. Image Process., 2023)

Spherical Centralized Quantization for Fast Image Retrieval. - Jingkuan Song; Zhibin Zhang; Xiaosu Zhu; Qike Zhao; Meng Wang 001; Heng Tao Shen (IEEE Trans. Image Process., 2023)

Adaptive Feature Projection With Distribution Alignment for Deep Incomplete Multi-View Clustering. - Jie Xu 044; Chao Li 034; Liang Peng; Yazhou Ren 001; Xiaoshuang Shi; Heng Tao Shen; Xiaofeng Zhu 001 (IEEE Trans. Image Process., 2023)

From Global to Local: Multi-Scale Out-of-Distribution Detection. - Ji Zhang 012; Lianli Gao; Bingguang Hao; Hao Huang; Jingkuan Song; Hengtao Shen (IEEE Trans. Image Process., 2023)

Revisiting Multi-Codebook Quantization. - Xiaosu Zhu; Jingkuan Song; Lianli Gao; Xiaoyan Gu 001; Heng Tao Shen (IEEE Trans. Image Process., 2023)

Self-Supervised Fine-Grained Cycle-Separation Network (FSCN) for Visual-Audio Separation. - Yanli Ji; Shuo Ma; Xing Xu 001; Xuelong Li 001; Heng Tao Shen (IEEE Trans. Multim., 2023)

Adversarial Mixup Ratio Confusion for Unsupervised Domain Adaptation. - Mengmeng Jing; Lichao Meng; Jingjing Li 001; Lei Zhu 002; Heng Tao Shen (IEEE Trans. Multim., 2023)

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

AMANet: Adaptive Multi-Path Aggregation for Learning Human 2D-3D Correspondences. - Xuanhan Wang; Yuyu Guo 001; Jingkuan Song; Lianli Gao; Heng Tao Shen (IEEE Trans. Multim., 2023)

Quaternion Relation Embedding for Scene Graph Generation. - Zheng Wang 044; Xing Xu 001; Guoqing Wang 001; Yang Yang 002; Heng Tao Shen (IEEE Trans. Multim., 2023)

Multi-Modal Transformer With Global-Local Alignment for Composed Query Image Retrieval. - Yahui Xu; Yi Bin; Jiwei Wei; Yang Yang 002; Guoqing Wang 001; Heng Tao Shen (IEEE Trans. Multim., 2023)

Learning MLatent Representations for Generalized Zero-Shot Learning. - Yalan Ye; Tongjie Pan; Tonghoujun Luo; Jingjing Li 001; Heng Tao Shen (IEEE Trans. Multim., 2023)

Asynchronous Generative Adversarial Network for Asymmetric Unpaired Image-to-Image Translation. - Ziqiang Zheng; Yi Bin; Xiaoou Lv; Yang Wu 001; Yang Yang 002; Heng Tao Shen (IEEE Trans. Multim., 2023)

TEVL: Trilinear Encoder for Video-language Representation Learning. - Xin Man; Jie Shao 001; Feiyu Chen 001; Mingxing Zhang; Heng Tao Shen (ACM Trans. Multim. Comput. Commun. Appl., 2023)

Heterogeneous Knowledge Network for Visual Dialog. - Lei Zhao; Junlin Li; Lianli Gao; Yunbo Rao; Jingkuan Song; Heng Tao Shen (IEEE Trans. Circuits Syst. Video Technol., 2023)

Label-Guided Generative Adversarial Network for Realistic Image Synthesis. - Junchen Zhu; Lianli Gao; Jingkuan Song; Yuan-Fang Li; Feng Zheng; Xuelong Li 001; Heng Tao Shen (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Language-Augmented Pixel Embedding for Generalized Zero-Shot Learning. - Ziyang Wang; Yunhao Gou; Jingjing Li 001; Lei Zhu 002; Heng Tao Shen (IEEE Trans. Circuits Syst. Video Technol., 2023)

Region Attention Enhanced Unsupervised Cross-Domain Facial Emotion Recognition. - Yanli Ji; Yuhan Hu; Yang Yang 002; Heng Tao Shen (IEEE Trans. Knowl. Data Eng., 2023)

Category Alignment Adversarial Learning for Cross-Modal Retrieval. - Shiyuan He; Weiyang Wang; Zheng Wang 044; Xing Xu 001; Yang Yang 002; Xiaoming Wang; Heng Tao Shen (IEEE Trans. Knowl. Data Eng., 2023)

Modality-Invariant Asymmetric Networks for Cross-Modal Hashing. - Zheng Zhang 006; Haoyang Luo; Lei Zhu 002; Guangming Lu 002; Heng Tao Shen (IEEE Trans. Knowl. Data Eng., 2023)

Relation-mining self-attention network for skeleton-based human action recognition. - Kumie Gedamu; Yanli Ji; Lingling Gao; Yang Yang 002; Heng Tao Shen (Pattern Recognit., 2023)

Uneven Bi-Classifier Learning for Domain Adaptation. - Zhiqi Yu; Jingjing Li 001; Lei Zhu 002; Ke Lu 001; Heng Tao Shen (IEEE Trans. Circuits Syst. Video Technol., 2023)

Dual-Aligned Feature Confusion Alleviation for Generalized Zero-Shot Learning. - Hongzu Su; Jingjing Li 001; Ke Lu 001; Lei Zhu 002; Heng Tao Shen (IEEE Trans. Circuits Syst. Video Technol., 2023)

Classification Certainty Maximization for Unsupervised Domain Adaptation. - Zhiqi Yu; Jingjing Li 001; Lei Zhu 002; Ke Lu 001; Heng Tao Shen (IEEE Trans. Circuits Syst. Video Technol., 2023)

On the Imaginary Wings: Text-Assisted Complex-Valued Fusion Network for Fine-Grained Visual Classification. - Xiang Guan; Yang Yang 002; Jingjing Li 001; Xiaofeng Zhu 001; Jingkuan Song; Heng Tao Shen (IEEE Trans. Neural Networks Learn. Syst., 2023)

Less is Better: Exponential Loss for Cross-Modal Matching. - Jiwei Wei; Yang Yang 002; Xing Xu 001; Jingkuan Song; Guoqing Wang 001; Heng Tao Shen (IEEE Trans. Circuits Syst. Video Technol., 2023)

Work Together: Correlation-Identity Reconstruction Hashing for Unsupervised Cross-Modal Retrieval. - Lei Zhu 002; Xize Wu; Jingjing Li 001; Zheng Zhang 006; Weili Guan; Heng Tao Shen (IEEE Trans. Knowl. Data Eng., 2023)

Open Set Domain Adaptation via Joint Alignment and Category Separation. - Jieyan Liu; Mengmeng Jing; Jingjing Li 001; Ke Lu 001; Heng Tao Shen (IEEE Trans. Neural Networks Learn. Syst., 2023)

Visual Embedding Augmentation in Fourier Domain for Deep Metric Learning. - Zheng Wang 044; Zhenwei Gao; Guoqing Wang 001; Yang Yang 002; Heng Tao Shen (IEEE Trans. Circuits Syst. Video Technol., 2023)

Multi-level Attention-based Domain Disentanglement for BCDR. - Xinyue Zhang; Jingjing Li 001; Hongzu Su; Lei Zhu 002; Heng Tao Shen (ACM Trans. Inf. Syst., 2023)

Adaptive Fine-Grained Predicates Learning for Scene Graph Generation. - Xinyu Lyu; Lianli Gao; Pengpeng Zeng; Heng Tao Shen; Jingkuan Song (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

KE-RCNN: Unifying Knowledge-Based Reasoning Into Part-Level Attribute Parsing. - Xuanhan Wang; Jingkuan Song; Xiaojia Chen; Lechao Cheng; Lianli Gao; Heng Tao Shen (IEEE Trans. Cybern., 2023)

Composition-Aware Image Steganography Through Adversarial Self-Generated Supervision. - Ziqiang Zheng; Yuanmeng Hu; Yi Bin; Xing Xu 001; Yang Yang 002; Heng Tao Shen (IEEE Trans. Neural Networks Learn. Syst., 2023)

UNTIE: Clustering analysis with disentanglement in multi-view information fusion. - Jie Xu 044; Yazhou Ren 001; Xiaoshuang Shi; Heng Tao Shen; Xiaofeng Zhu 001 (Inf. Fusion, 2023)

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

ScanERU: Interactive 3D Visual Grounding Based on Embodied Reference Understanding. - Ziyang Lu; Yunqiang Pei; Guoqing Wang 001; Peiwei Li; Yang Yang 002; Yinjie Lei; Heng Tao Shen (AAAI, 2024)

T-SciQ: Teaching Multimodal Chain-of-Thought Reasoning via Large Language Model Signals for Science Question Answering. - Lei Wang 185; Yi Hu; Jiabang He; Xing Xu 001; Ning Liu; Hui Liu; Heng Tao Shen (AAAI, 2024)

Weakly-Supervised Mirror Detection via Scribble Annotations. - Mingfeng Zha; Yunqiang Pei; Guoqing Wang 001; Tianyu Li; Yang Yang 002; Wenbin Qian; Heng Tao Shen (AAAI, 2024)

Goal-Reaching Policy Learning from Non-Expert Observations via Effective Subgoal Guidance. - Renming Huang; Shaochong Liu; Yunqiang Pei; Peng Wang 023; Guoqing Wang 001; Yang Yang 002; Heng Tao Shen (CoRL, 2024)

ProS: Prompting-to-Simulate Generalized Knowledge for Universal Cross-Domain Retrieval. - Kaipeng Fang; Jingkuan Song; Lianli Gao; Pengpeng Zeng; Zhi-Qi Cheng; Xiyao Li; Heng Tao Shen (CVPR, 2024)

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

ACT-Diffusion: Efficient Adversarial Consistency Training for One-Step Diffusion Models. - Fei Kong; Jinhao Duan; Lichao Sun 001; Hao Cheng 015; Renjing Xu; Hengtao Shen; Xiaofeng Zhu 001; Xiaoshuang Shi; Kaidi Xu (CVPR, 2024)

Ensemble Diversity Facilitates Adversarial Transferability. - Bowen Tang; Zheng Wang 044; Yi Bin; Qi Dou 001; Yang Yang 002; Heng Tao Shen (CVPR, 2024)

DePT: Decoupled Prompt Tuning. - Ji Zhang 012; Shihan Wu 001; Lianli Gao; Heng Tao Shen; Jingkuan Song (CVPR, 2024)

Diffusion Models as Optimizers for Efficient Planning in Offline RL. - Renming Huang; Yunqiang Pei; Guoqing Wang 001; Yangming Zhang; Yang Yang 002; Peng Wang 023; Hengtao Shen (ECCV (51), 2024)

ConU: Conformal Uncertainty in Large Language Models with Correctness Coverage Guarantees. - Zhiyuan Wang; Jinhao Duan; Lu Cheng; Yue Zhang; Qingni Wang; Xiaoshuang Shi; Kaidi Xu; Heng Tao Shen; Xiaofeng Zhu 001 (EMNLP (Findings), 2024)

HIT: Solving Partial Index Tracking via Hierarchical Reinforcement Learning. - Zetao Zheng; Jie Shao 001; Feiyu Chen 001; Anjie Zhu; Shilong Deng; Heng Tao Shen (ICDE, 2024)

Cross-Insight Trader: A Trading Approach Integrating Policies with Diverse Investment Horizons for Portfolio Management. - Zetao Zheng; Jie Shao 001; Shilong Deng; Anjie Zhu; Heng Tao Shen; Xiaofang Zhou 001 (ICDE, 2024)

An Efficient Membership Inference Attack for the Diffusion Model by Proximal Initialization. - Fei Kong; Jinhao Duan; Ruipeng Ma; Heng Tao Shen; Xiaoshuang Shi; Xiaofeng Zhu 001; Kaidi Xu (ICLR, 2024)

Self-Supervised Heterogeneous Graph Learning: a Homophily and Heterogeneity View. - Yujie Mo; Feiping Nie 001; Ping Hu 001; Heng Tao Shen; Zheng Zhang 006; Xinchao Wang; Xiaofeng Zhu 001 (ICLR, 2024)

Towards Dynamic-Prompting Collaboration for Source-Free Domain Adaptation. - Mengmeng Zhan; Zongqian Wu; Rongyao Hu; Ping Hu 001; Heng Tao Shen; Xiaofeng Zhu 001 (IJCAI, 2024)

Counterfactually Augmented Event Matching for De-biased Temporal Sentence Grounding. - Xun Jiang 001; Zhuoyuan Wei; Shenshen Li; Xing Xu 001; Jingkuan Song; Heng Tao Shen (ACM Multimedia, 2024)

Leveraging Weak Cross-Modal Guidance for Coherence Modelling via Iterative Learning. - Yi Bin; Junrong Liao; Yujuan Ding; Haoxuan Li 002; Yang Yang 002; See-Kiong Ng; Heng Tao Shen (ACM Multimedia, 2024)

GalleryGPT: Analyzing Paintings with Large Multimodal Models. - Yi Bin; Wenhao Shi; Yujuan Ding; Zhiqiang Hu; Zheng Wang 044; Yang Yang 002; See-Kiong Ng; Heng Tao Shen (ACM Multimedia, 2024)

Enhanced Experts with Uncertainty-Aware Routing for Multimodal Sentiment Analysis. - Zixian Gao; Disen Hu; Xun Jiang 001; Huimin Lu 001; Heng Tao Shen; Xing Xu 001 (ACM Multimedia, 2024)

Emotion Recognition in HMDs: A Multi-task Approach Using Physiological Signals and Occluded Faces. - Yunqiang Pei; Jialei Tang; Qihang Tang; Mingfeng Zha; Dongyu Xie; Guoqing Wang 001; Zhitao Liu; Ning Xie 003; Peng Wang 023; Yang Yang 002; Hengtao Shen (ACM Multimedia, 2024)

Improving Interaction Comfort in Authoring Task in AR-HRI through Dynamic Dual-Layer Interaction Adjustment. - Yunqiang Pei; Kaiyue Zhang; Hongrong Yang; Yong Tao; Qihang Tang; Jialei Tang; Guoqing Wang 001; Zhitao Liu; Ning Xie 003; Peng Wang 023; Yang Yang 002; Hengtao Shen (ACM Multimedia, 2024)

Caterpillar: A Pure-MLP Architecture with Shifted-Pillars-Concatenation. - Jin Sun 005; Xiaoshuang Shi; Zhiyuan Wang; Kaidi Xu; Heng Tao Shen; Xiaofeng Zhu 001 (ACM Multimedia, 2024)

Cascaded Adversarial Attack: Simultaneously Fooling Rain Removal and Semantic Segmentation Networks. - Zhiwen Wang 004; Yuhui Wu 001; Zheng Wang 044; Jiwei Wei; Tianyu Li; Guoqing Wang 001; Yang Yang 002; Hengtao Shen (ACM Multimedia, 2024)

JoReS-Diff: Joint Retinex and Semantic Priors in Diffusion Model for Low-light Image Enhancement. - Yuhui Wu 001; Guoqing Wang 001; Zhiwen Wang 004; Yang Yang 002; Tianyu Li; Malu Zhang; Chongyi Li; Heng Tao Shen (ACM Multimedia, 2024)

SI-BiViT: Binarizing Vision Transformers with Spatial Interaction. - Peng Yin; Xiaosu Zhu; Jingkuan Song; Lianli Gao; Heng Tao Shen (ACM Multimedia, 2024)

MPT: Multi-grained Prompt Tuning for Text-Video Retrieval. - Haonan Zhang; Pengpeng Zeng; Lianli Gao; Jingkuan Song; Heng Tao Shen (ACM Multimedia, 2024)

CoIN: A Benchmark of Continual Instruction Tuning for Multimodel Large Language Models. - Cheng Chen; Junchen Zhu; Xu Luo 003; Hengtao Shen; Jingkuan Song; Lianli Gao (NeurIPS, 2024)

Efficient Adaptation of Pre-trained Vision Transformer via Householder Transformation. - Wei Dong 010; Yuan Sun; Yiting Yang; Xing Zhang; Zhijun Lin; Qingsen Yan; Haokui Zhang; Peng Wang 023; Yang Yang 002; Hengtao Shen (NeurIPS, 2024)

Alleviating Hallucinations in Large Vision-Language Models through Hallucination-Induced Optimization. - Xinyu Lyu; Beitao Chen; Lianli Gao; Hengtao Shen; Jingkuan Song (NeurIPS, 2024)

Unsupervised Cross-Domain Image Retrieval with Semantic-Attended Mixture-of-Experts. - Kai Wang; Jiayang Liu; Xing Xu 001; Jingkuan Song; Xin Liu 011; Heng Tao Shen (SIGIR, 2024)

Toward Optimized AR-Based Human-Robot Interaction Ergonomics: Modeling and Predicting Interaction Comfort. - Yunqiang Pei; Bowen Jiang; Kaiyue Zhang; Ziyang Lu; Mingfeng Zha; Guoqing Wang 001; Zhitao Liu; Ning Xie 003; Yang Yang 002; Hengtao Shen (VR Workshops, 2024)

CoIN: A Benchmark of Continual Instruction tuNing for Multimodel Large Language Model. - Cheng Chen; Junchen Zhu; Xu Luo 003; Hengtao Shen; Lianli Gao; Jingkuan Song (CoRR, 2024)

Region-aware Distribution Contrast: A Novel Approach to Multi-Task Partially Supervised Learning. - Meixuan Li; Tianyu Li; Guoqing Wang 001; Peng Wang 023; Yang Yang 002; Heng Tao Shen (CoRR, 2024)

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

DiffLoRA: Generating Personalized Low-Rank Adaptation Weights with Diffusion. - Yujia Wu; Yiming Shi; Jiwei Wei; Chengwei Sun; Yuyang Zhou; Yang Yang; Heng Tao Shen (CoRR, 2024)

VQ-Flow: Taming Normalizing Flows for Multi-Class Anomaly Detection via Hierarchical Vector Quantization. - Yixuan Zhou 001; Xing Xu 001; Zhe Sun; Jingkuan Song; Andrzej Cichocki; Heng Tao Shen (CoRR, 2024)

MMEvol: Empowering Multimodal Large Language Models with Evol-Instruct. - Run Luo; Haonan Zhang; Longze Chen; Ting-En Lin; Xiong Liu; Yuchuan Wu; Min Yang 007; Minzheng Wang 001; Pengpeng Zeng; Lianli Gao; Heng Tao Shen; Yunshui Li; et al. (CoRR, 2024)

On Efficient Variants of Segment Anything Model: A Survey. - Xiaorui Sun; Jun Liu 036; Heng Tao Shen; Xiaofeng Zhu 001; Ping Hu 001 (CoRR, 2024)

SeMv-3D: Towards Semantic and Mutil-view Consistency simultaneously for General Text-to-3D Generation with Triplane Priors. - Xiao Cai; Pengpeng Zeng; Lianli Gao; Junchen Zhu; Jiaxin Zhang; Sitong Su; Heng Tao Shen; Jingkuan Song (CoRR, 2024)

GT23D-Bench: A Comprehensive General Text-to-3D Generation Benchmark. - Sitong Su; Xiao Cai; Lianli Gao; Pengpeng Zeng; Qinhong Du; Mengqi Li; Heng Tao Shen; Jingkuan Song (CoRR, 2024)

Preface to the Special Issue on Multimodal Collaborative Perception and Fusion Technology. - Lifeng Sun; Xinhang Song; Shuqiang Jiang; Lili Wang 006; Hengtao Shen (Int. J. Softw. Informatics, 2024)

Density-Aware Cloud Removal of Remote Sensing Imagery Using a Global-Local Fusion Transformer. - Quan Rui; Shiyuan He; Tianyu Li; Guoqing Wang 001; Ningjuan Ruan; Lin Mei 001; Yang Yang 002; Heng Tao Shen (IEEE Trans. Geosci. Remote. Sens., 2024)

Coreset Learning-Based Sparse Black-Box Adversarial Attack for Video Recognition. - Jiefu Chen; Tong Chen; Xing Xu 001; Jingran Zhang; Yang Yang 002; Heng Tao Shen (IEEE Trans. Inf. Forensics Secur., 2024)

FAFusion: Learning for Infrared and Visible Image Fusion via Frequency Awareness. - Guobao Xiao; Zhimin Tang; Hanlin Guo; Jun Yu 002; Heng Tao Shen (IEEE Trans. Instrum. Meas., 2024)

Self-Supervised Sub-Action Parsing Network for Semi-Supervised Action Quality Assessment. - Kumie Gedamu; Yanli Ji; Yang Yang 002; Jie Shao 001; Heng Tao Shen (IEEE Trans. Image Process., 2024)

Visually Source-Free Domain Adaptation via Adversarial Style Matching. - Mengmeng Jing; Jingjing Li 001; Ke Lu 001; Lei Zhu 002; Heng Tao Shen (IEEE Trans. Image Process., 2024)

CPI-Parser: Integrating Causal Properties Into Multiple Human Parsing. - Xuanhan Wang; Xiaojia Chen; Lianli Gao; Jingkuan Song; Heng Tao Shen (IEEE Trans. Image Process., 2024)

Semantics Disentangling for Cross-Modal Retrieval. - Zheng Wang 044; Xing Xu 001; Jiwei Wei; Ning Xie 003; Yang Yang 002; Heng Tao Shen (IEEE Trans. Image Process., 2024)

DMH-CL: Dynamic Model Hardness Based Curriculum Learning for Complex Pose Estimation. - Yan Dai 001; Beitao Chen; Lianli Gao; Jingkuan Song; Heng Tao Shen (IEEE Trans. Multim., 2024)

ReSParser: Fully Convolutional Multiple Human Parsing With Representative Sets. - Yan Dai 001; Xiaojia Chen; Xuanhan Wang; Minghui Pang; Lianli Gao; Heng Tao Shen (IEEE Trans. Multim., 2024)

Boosting Adversarial Training with Hardness-Guided Attack Strategy. - Shiyuan He; Jiwei Wei; Chaoning Zhang; Xing Xu 001; Jingkuan Song; Yang Yang 002; Heng Tao Shen (IEEE Trans. Multim., 2024)

Dominant SIngle-Modal SUpplementary Fusion (SIMSUF) for Multimodal Sentiment Analysis. - Jian Huang; Yanli Ji; Zhen Qin; Yang Yang 002; Heng Tao Shen (IEEE Trans. Multim., 2024)

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

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

Memory-Based Augmentation Network for Video Captioning. - Shuaiqi Jing; Haonan Zhang; Pengpeng Zeng; Lianli Gao; Jingkuan Song; Heng Tao Shen (IEEE Trans. Multim., 2024)

Pixel Bleach Network for Detecting Face Forgery Under Compression. - Congrui Li; Ziqiang Zheng; Yi Bin; Guoqing Wang 001; Yang Yang 002; Xuesheng Li; Heng Tao Shen (IEEE Trans. Multim., 2024)

Learning With Imbalanced Noisy Data by Preventing Bias in Sample Selection. - Huafeng Liu 004; Mengmeng Sheng; Zeren Sun; Yazhou Yao; Xian-Sheng Hua 001; Heng Tao Shen (IEEE Trans. Multim., 2024)

Improving Pre-Trained Model-Based Speech Emotion Recognition From a Low-Level Speech Feature Perspective. - Ke Liu; Jiwei Wei; Jie Zou; Peng Wang 023; Yang Yang 002; Heng Tao Shen (IEEE Trans. Multim., 2024)

Adaptive Multi-scale Degradation-Based Attack for Boosting the Adversarial Transferability. - Ran Ran; Jiwei Wei; Chaoning Zhang; Guoqing Wang 001; Yang Yang 002; Heng Tao Shen (IEEE Trans. Multim., 2024)

Imbalanced Open Set Domain Adaptation via Moving-Threshold Estimation and Gradual Alignment. - Jinghan Ru; Jun Tian; Chengwei Xiao; Jingjing Li 001; Heng Tao Shen (IEEE Trans. Multim., 2024)

Estimating the Semantics via Sector Embedding for Image-Text Retrieval. - Zheng Wang 044; Zhenwei Gao; Mengqun Han; Yang Yang 002; Heng Tao Shen (IEEE Trans. Multim., 2024)

Towards Robust Person Re-Identification by Adversarial Training With Dynamic Attack Strategy. - Jiwei Wei; Chen Pan; Shiyuan He; Guoqing Wang 001; Yang Yang 002; Heng Tao Shen (IEEE Trans. Multim., 2024)

Runge-Kutta Guided Feature Augmentation for Few-Sample Learning. - Jiwei Wei; Yang Yang 002; Xiang Guan; Xing Xu 001; Guoqing Wang 001; Heng Tao Shen (IEEE Trans. Multim., 2024)

Align and Retrieve: Composition and Decomposition Learning in Image Retrieval With Text Feedback. - Yahui Xu; Yi Bin; Jiwei Wei; Yang Yang 002; Guoqing Wang 001; Heng Tao Shen (IEEE Trans. Multim., 2024)

Domain-Adaptive Energy-Based Models for Generalizable Face Anti-Spoofing. - Dan Zhang; Zhekai Du; Jingjing Li 001; Lei Zhu 002; Heng Tao Shen (IEEE Trans. Multim., 2024)

Modeling Hierarchical Uncertainty for Multimodal Emotion Recognition in Conversation. - Feiyu Chen 001; Jie Shao 001; Anjie Zhu; Deqiang Ouyang; Xueliang Liu; Heng Tao Shen (IEEE Trans. Cybern., 2024)

Multi-Modal Hashing for Efficient Multimedia Retrieval: A Survey. - Lei Zhu 002; Chaoqun Zheng; Weili Guan; Jingjing Li 001; Yang Yang 002; Heng Tao Shen (IEEE Trans. Knowl. Data Eng., 2024)

Online Unsupervised Domain Adaptation via Reducing Inter- and Intra-Domain Discrepancies. - Yalan Ye; Tongjie Pan; Qianhe Meng; Jingjing Li 001; Heng Tao Shen (IEEE Trans. Neural Networks Learn. Syst., 2024)

Dual-Branch Hybrid Learning Network for Unbiased Scene Graph Generation. - Chaofan Zheng; Lianli Gao; Xinyu Lyu; Pengpeng Zeng; Abdulmotaleb El-Saddik; Heng Tao Shen (IEEE Trans. Circuits Syst. Video Technol., 2024)

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

Instance-Dictionary Learning for Open-World Object Detection in Autonomous Driving Scenarios. - Zeyu Ma 002; Ziqiang Zheng; Jiwei Wei; Yang Yang 002; Heng Tao Shen (IEEE Trans. Circuits Syst. Video Technol., 2024)

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

Cross-domain Recommendation via Dual Adversarial Adaptation. - Hongzu Su; Jingjing Li 001; Zhekai Du; Lei Zhu 002; Ke Lu 001; Heng Tao Shen (ACM Trans. Inf. Syst., 2024)

SPT: Spatial Pyramid Transformer for Image Captioning. - Haonan Zhang; Pengpeng Zeng; Lianli Gao; Xinyu Lyu; Jingkuan Song; Heng Tao Shen (IEEE Trans. Circuits Syst. Video Technol., 2024)

Fully Unsupervised Domain-Agnostic Image Retrieval. - Ziqiang Zheng; Hao Ren 002; Yang Wu 001; Weichuan Zhang; Hong Lu 001; Yang Yang 002; Heng Tao Shen (IEEE Trans. Circuits Syst. Video Technol., 2024)

GRLC: Graph Representation Learning With Constraints. - Liang Peng; Yujie Mo; Jie Xu 044; Jialie Shen 001; Xiaoshuang Shi; Xiaoxiao Li; Heng Tao Shen; Xiaofeng Zhu 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Complex Relation Embedding for Scene Graph Generation. - Zheng Wang 044; Xing Xu 001; Yin Zhang 002; Yang Yang 002; Heng Tao Shen (IEEE Trans. Neural Networks Learn. Syst., 2024)

Temporal Social Graph Network Hashing for Efficient Recommendation. - Yang Xu 025; Lei Zhu 002; Jingjing Li 001; Fengling Li 001; Heng Tao Shen (IEEE Trans. Knowl. Data Eng., 2024)

Invisible Black-Box Backdoor Attack against Deep Cross-Modal Hashing Retrieval. - Tianshi Wang; Fengling Li 001; Lei Zhu 002; Jingjing Li 001; Zheng Zhang 006; Heng Tao Shen (ACM Trans. Inf. Syst., 2024)

A Comprehensive Survey on Source-Free Domain Adaptation. - Jingjing Li 001; Zhiqi Yu; Zhekai Du; Lei Zhu 002; Heng Tao Shen (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Holistic Prototype Attention Network for Few-Shot Video Object Segmentation. - Yin Tang; Tao Chen 012; Xiruo Jiang; Yazhou Yao; Guo-Sen Xie; Heng Tao Shen (IEEE Trans. Circuits Syst. Video Technol., 2024)

Overcoming Data Deficiency for Multi-Person Pose Estimation. - Yan Dai 001; Xuanhan Wang; Lianli Gao; Jingkuan Song; Feng Zheng; Heng Tao Shen (IEEE Trans. Neural Networks Learn. Syst., 2024)

Fuzzy Multimodal Graph Reasoning for Human-Centric Instructional Video Grounding. - Yujie Li 001; Xun Jiang 001; Xing Xu 001; Huimin Lu 001; Heng Tao Shen (IEEE Trans. Fuzzy Syst., 2024)

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

Set of Diverse Queries With Uncertainty Regularization for Composed Image Retrieval. - Yahui Xu; Jiwei Wei; Yi Bin; Yang Yang 002; Zeyu Ma 002; Heng Tao Shen (IEEE Trans. Circuits Syst. Video Technol., 2024)

Cross-Modal Retrieval: A Systematic Review of Methods and Future Directions. - Tianshi Wang; Fengling Li 001; Lei Zhu 002; Jingjing Li 001; Zheng Zhang 006; Heng Tao Shen (Proc. IEEE, 2024)

Dual Domain Perception and Progressive Refinement for Mirror Detection. - Mingfeng Zha; Feiyang Fu; Yunqiang Pei; Guoqing Wang 001; Tianyu Li; Xiongxin Tang; Yang Yang 002; Heng Tao Shen (IEEE Trans. Circuits Syst. Video Technol., 2024)

Ump: Unified Modality-Aware Prompt Tuning for Text-Video Retrieval. - Haonan Zhang; Pengpeng Zeng; Lianli Gao; Jingkuan Song; Heng Tao Shen (IEEE Trans. Circuits Syst. Video Technol., 2024)

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

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

CDTR: Semantic Alignment for Video Moment Retrieval Using Concept Decomposition Transformer. - Ran Ran; Jiwei Wei; Xiangyi Cai; Xiang Guan; Jie Zou; Yang Yang 003; Heng Tao Shen (AAAI, 2025)

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

MMEvol: Empowering Multimodal Large Language Models with Evol-Instruct. - Run Luo; Haonan Zhang; Longze Chen; Ting-En Lin; Xiong Liu; Yuchuan Wu; Min Yang 007; Yongbin Li; Minzheng Wang 001; Pengpeng Zeng; Lianli Gao; Heng Tao Shen; et al. (ACL (Findings), 2025)

Skip Tuning: Pre-trained Vision-Language Models are Effective and Efficient Adapters Themselves. - Shihan Wu 001; Ji Zhang 012; Pengpeng Zeng; Lianli Gao; Jingkuan Song; Heng Tao Shen (CVPR, 2025)

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

Towards Explicit Geometry-Reflectance Collaboration for Generalized LiDAR Segmentation in Adverse Weather. - Longyu Yang; Ping Hu 001; Shangbo Yuan; Lu Zhang 053; Jun Liu 036; Hengtao Shen; Xiaofeng Zhu 001 (CVPR, 2025)

TAU-106K: A New Dataset for Comprehensive Understanding of Traffic Accident. - Yixuan Zhou 001; Long Bai 012; Sijia Cai; Bing Deng; Xing Xu 001; Heng Tao Shen (ICLR, 2025)

PSCon: Product Search Through Conversations. - Jie Zou; Mohammad Aliannejadi; Evangelos Kanoulas; Shuxi Han; Heli Ma; Zheng Wang 044; Yang Yang 002; Heng Tao Shen (SIGIR, 2025)

Unsupervised multi-view graph representation learning with dual weight-net. - Yujie Mo; Heng Tao Shen; Xiaofeng Zhu 001 (Inf. Fusion, 2025)

Efficient self-supervised heterogeneous graph representation learning with reconstruction. - Yujie Mo; Heng Tao Shen; Xiaofeng Zhu 001 (Inf. Fusion, 2025)

DMM: Disparity-Guided Multispectral Mamba for Oriented Object Detection in Remote Sensing. - Minghang Zhou; Tianyu Li; Chaofan Qiao; Dongyu Xie; Guoqing Wang 001; Ningjuan Ruan; Lin Mei 001; Yang Yang 002; Heng Tao Shen (IEEE Trans. Geosci. Remote. Sens., 2025)

Multi-Concept Learning for Scene Graph Generation. - Xinyu Lyu; Lianli Gao; Junlin Xie; Pengpeng Zeng; Yulu Tian; Jie Shao 001; Heng Tao Shen (IEEE Trans. Image Process., 2025)

Heterogeneous Experts and Hierarchical Perception for Underwater Salient Object Detection. - Mingfeng Zha; Guoqing Wang 001; Yunqiang Pei; Tianyu Li; Xiongxin Tang; Chongyi Li; Yang Yang 002; Heng Tao Shen (IEEE Trans. Image Process., 2025)

Text-Video Retrieval With Global-LocalSemantic Consistent Learning. - Haonan Zhang; Pengpeng Zeng; Lianli Gao; Jingkuan Song; Yihang Duan; Xinyu Lyu; Heng Tao Shen (IEEE Trans. Image Process., 2025)

LRDNet: Lightweight LiDAR Aided Cascaded Feature Pools for Free Road Space Detection. - Abdullah Aman Khan; Jie Shao 001; Yunbo Rao; Lei She; Heng Tao Shen (IEEE Trans. Multim., 2025)

Enhancing Few-Shot 3D Point Cloud Classification With Soft Interaction and Self-Attention. - Abdullah Aman Khan; Jie Shao 001; Sidra Shafiq; Shuyuan Zhu; Heng Tao Shen (IEEE Trans. Multim., 2025)

Prune and Merge: Efficient Token Compression for Vision Transformer With Spatial Information Preserved. - Junzhu Mao; Yang Shen; Jinyang Guo; Yazhou Yao; Xian-Sheng Hua 001; Hengtao Shen (IEEE Trans. Multim., 2025)

Joint Objective and Subjective Fuzziness Denoising for Multimodal Sentiment Analysis. - Xun Jiang 001; Xing Xu 001; Huimin Lu 001; Lianghua He; Heng Tao Shen (IEEE Trans. Fuzzy Syst., 2025)

Visual Commonsense-Aware Representation Network for Video Captioning. - Pengpeng Zeng; Haonan Zhang; Lianli Gao; Xiangpeng Li; Jin Qian; Heng Tao Shen (IEEE Trans. Neural Networks Learn. Syst., 2025)

PSCon: Toward Conversational Product Search. - Jie Zou; Mohammad Aliannejadi; Evangelos Kanoulas; Shuxi Han; Heli Ma; Zheng Wang 044; Yang Yang 002; Heng Tao Shen (CoRR, 2025)

New Dataset and Methods for Fine-Grained Compositional Referring Expression Comprehension via Specialist-MLLM Collaboration. - Xuzheng Yang; Junzhuo Liu 002; Peng Wang 023; Guoyin Wang 001; Yang Yang 002; Heng Tao Shen (CoRR, 2025)

Infinite Stream Estimation under Personalized w-Event Privacy. - Leilei Du; Peng Cheng 003; Lei Chen 002; Heng Tao Shen; Xuemin Lin 001; Wei Xi (Proc. VLDB Endow., 2025)

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

Attention Hijackers: Detect and Disentangle Attention Hijacking in LVLMs for Hallucination Mitigation. - Beitao Chen; Xinyu Lyu; Lianli Gao; Jingkuan Song; Heng Tao Shen (CoRR, 2025)

VSAG: An Optimized Search Framework for Graph-based Approximate Nearest Neighbor Search. - Xiaoyao Zhong; Haotian Li; Jiabao Jin; Mingyu Yang; Deming Chu; Xiangyu Wang; Zhitao Shen; Wei Jia; George Gu; Yi Xie; Xuemin Lin 001; Heng Tao Shen; et al. (CoRR, 2025)

CFReID: Continual Few-shot Person Re-Identification. - Hao Ni 002; Lianli Gao; Pengpeng Zeng; Heng Tao Shen; Jingkuan Song (CoRR, 2025)

Visual-Semantic Alignment Temporal Parsing for Action Quality Assessment. - Kumie Gedamu; Yanli Ji; Yang Yang 002; Jie Shao 001; Heng Tao Shen (IEEE Trans. Circuits Syst. Video Technol., 2025)

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

Toward Generalized and Realistic Unpaired Image Dehazing via Region-Aware Physical Constraints. - Kaihao Lin; Guoqing Wang 001; Tianyu Li; Yuhui Wu 001; Chongyi Li; Yang Yang 002; Heng Tao Shen (IEEE Trans. Circuits Syst. Video Technol., 2025)

Intrinsic Consistency Preservation With Adaptively Reliable Samples for Source-Free Domain Adaptation. - Jialin Tian; Abdulmotaleb El-Saddik; Xing Xu 001; Dongshuai Li; Zuo Cao; Heng Tao Shen (IEEE Trans. Neural Networks Learn. Syst., 2025)

Geometric Matching for Cross-Modal Retrieval. - Zheng Wang 044; Zhenwei Gao; Yang Yang 002; Guoqing Wang 001; Chengbo Jiao; Heng Tao Shen (IEEE Trans. Neural Networks Learn. Syst., 2025)

Exploring Kernel Transformations for Implicit Neural Representations. - Sheng Zheng; Chaoning Zhang; Dongshen Han; Fachrina Dewi Puspitasari; Xinhong Hao; Yang Yang 002; Heng Tao Shen (CoRR, 2025)

Syzygy of Thoughts: Improving LLM CoT with the Minimal Free Resolution. - Chenghao Li; Chaoning Zhang; Yi Lu; Jiaquan Zhang; Qigan Sun; Xudong Wang; Jiwei Wei; Guoqing Wang 001; Yang Yang 002; Heng Tao Shen (CoRR, 2025)

Towards Generalized and Training-Free Text-Guided Semantic Manipulation. - Yu Hong; Xiao Cai; Pengpeng Zeng; Shuai Zhang; Jingkuan Song; Lianli Gao; Heng Tao Shen (CoRR, 2025)

Feature Noise Boosts DNN Generalization Under Label Noise. - Lu Zeng; Xuan Chen; Xiaoshuang Shi; Heng Tao Shen (IEEE Trans. Neural Networks Learn. Syst., 2025)

Policy Contrastive Decoding for Robotic Foundation Models. - Shihan Wu 001; Ji Zhang 012; Xu Luo 003; Junlin Xie; Jingkuan Song; Heng Tao Shen; Lianli Gao (CoRR, 2025)

InSpire: Vision-Language-Action Models with Intrinsic Spatial Reasoning. - Ji Zhang 012; Shihan Wu 001; Xu Luo 003; Hao Wu 070; Lianli Gao; Heng Tao Shen; Jingkuan Song (CoRR, 2025)

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

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

Rethinking Range-View LiDAR Segmentation in Adverse Weather. - Longyu Yang; Ping Hu 001; Lu Zhang 053; Jun Liu 036; Yap-Peng Tan; Heng Tao Shen; Xiaofeng Zhu 001 (CoRR, 2025)

EnhanceGraph: A Continuously Enhanced Graph-based Index for High-dimensional Approximate Nearest Neighbor Search. - Xiaoyao Zhong; Jiabao Jin; Peng Cheng 003; Mingyu Yang; Haoyang Li; Zhitao Shen; Heng Tao Shen; Jingkuan Song (CoRR, 2025)

Reliable Few-shot Learning under Dual Noises. - Jingqiu Zhang; Jingkuan Song; Lianli Gao; Nicu Sebe; Heng Tao Shen (CoRR, 2025)

Generalizing vision-language models to novel domains: A comprehensive survey. - Xinyao Li; Jingjing Li 001; Fengling Li 001; Lei Zhu 002; Yang Yang 002; Heng Tao Shen (CoRR, 2025)

A Closer Look at Conditional Prompt Tuning for Vision-Language Models. - Ji Zhang 012; Shihan Wu 001; Lianli Gao; Jingkuan Song; Nicu Sebe; Heng Tao Shen (CoRR, 2025)

Attack as Defense: Proactive Adversarial Multi-Modal Learning to Evade Retrieval. - Fengling Li 001; Tianshi Wang; Lei Zhu 002; Jingjing Li 001; Heng Tao Shen (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

Resisting Noise in Pseudo Labels: Audible Video Event Parsing With Evidential Learning. - Xun Jiang 001; Xing Xu 001; Liqing Zhu; Zhe Sun; Andrzej Cichocki; Heng Tao Shen (IEEE Trans. Neural Networks Learn. Syst., 2025)

SafePTR: Token-Level Jailbreak Defense in Multimodal LLMs via Prune-then-Restore Mechanism. - Beitao Chen; Xinyu Lyu; Lianli Gao; Jingkuan Song; Heng Tao Shen (CoRR, 2025)

Multimodal Mathematical Reasoning with Diverse Solving Perspective. - Wenhao Shi; Zhiqiang Hu; Yi Bin; Yang Yang 002; See-Kiong Ng; Heng Tao Shen (CoRR, 2025)

Efficient Adaptation of Pre-trained Vision Transformer underpinned by Approximately Orthogonal Fine-Tuning Strategy. - Yiting Yang; Hao Luo; Yuan Sun; Qingsen Yan; Haokui Zhang; Wei Dong 010; Guoqing Wang 001; Peng Wang 023; Yang Yang 002; Hengtao Shen (CoRR, 2025)

Implicit Counterfactual Learning for Audio-Visual Segmentation. - Mingfeng Zha; Tianyu Li; Guoyin Wang 001; Peng Wang 023; Yangyang Wu; Yang Yang 002; Heng Tao Shen (CoRR, 2025)

Informative Scene Graph Generation via Debiasing. - Lianli Gao; Xinyu Lyu; Yuyu Guo 001; Yuxuan Hu; Yuan-Fang Li; Xu Lu 004; Heng Tao Shen; Jingkuan Song (Int. J. Comput. Vis., 2025)

Unified modality separation: A vision-language framework for unsupervised domain adaptation. - Xinyao Li; Jingjing Li 001; Zhekai Du; Lei Zhu 002; Heng Tao Shen (CoRR, 2025)

Shortcut Learning in Generalist Robot Policies: The Role of Dataset Diversity and Fragmentation. - Youguang Xing; Xu Luo 003; Junlin Xie; Lianli Gao; Hengtao Shen; Jingkuan Song (CoRR, 2025)

Multi-type context-aware conversational recommender systems via mixture-of-experts. - Jie Zou; Cheng Lin; Weikang Guo; Zheng Wang 044; Jiwei Wei; Yang Yang 002; Heng Tao Shen (Inf. Fusion, 2026)

Towards Redundancy-Free Sub-networks in Continual Learning. - Cheng Chen; Lianli Gao; Pengpeng Zeng; Mingsheng Cao; Heng Tao Shen (Pattern Recognit., 2026)