Automatic Performance Evaluation for Video Text Detection. - Xian-Sheng Hua 001; Liu Wenyin; HongJiang Zhang (ICDAR, 2001)

A Video Text Detection And Recognition System. - Jie Xi; Xian-Sheng Hua 001; Xiang-Rong Chen; Liu Wenyin; HongJiang Zhang (ICME, 2001)

Automatic location of text in video frames. - Xian-Sheng Hua 001; Xiang-Rong Chen; Wenyin Liu; HongJiang Zhang (ACM Multimedia Workshops, 2001)

Efficient video text recognition using multiple frame integration. - Xian-Sheng Hua 001; Pei Yin; HongJiang Zhang (ICIP (2), 2002)

Content based photograph slide show with incidental music. - Xian-Sheng Hua 001; Lie Lu; HongJiang Zhang (ISCAS (2), 2003)

AVE: automated home video editing. - Xian-Sheng Hua 001; Lie Lu; HongJiang Zhang (ACM Multimedia, 2003)

Photo2Video. - Xian-Sheng Hua 001; Lie Lu; HongJiang Zhang (ACM Multimedia, 2003)

Robust video signature based on ordinal measure. - Xian-Sheng Hua 001; Xian Chen; HongJiang Zhang (ICIP, 2004)

Content and transformation effect matching for automated home video editing. - Xian-Sheng Hua 001; HongJiang Zhang (ICIP, 2004)

P-Karaoke: personalized karaoke system. - Xian-Sheng Hua 001; Lie Lu; HongJiang Zhang (ACM Multimedia, 2004)

Automatic music video generation based on temporal pattern analysis. - Xian-Sheng Hua 001; Lie Lu; HongJiang Zhang (ACM Multimedia, 2004)

Automatically converting otograic series into video. - Xian-Sheng Hua 001; Lie Lu; HongJiang Zhang (ACM Multimedia, 2004)

An online-optimized incremental learning framework for video semantic classification. - Jun Wu 022; Xian-Sheng Hua 001; HongJiang Zhang; Bo Zhang 010 (ACM Multimedia, 2004)

Online Play Segmentation for Broadcasted American Football TV Programs. - Liexian Gu; Xiaoqing Ding; Xian-Sheng Hua 001 (PCM (1), 2004)

An Attention-Based Decision Fusion Scheme for Multimedia Information Retrieval. - Xian-Sheng Hua 001; HongJiang Zhang (PCM (2), 2004)

An Online Learning Framework for Sports Video View Classification. - Jun Wu 022; Xian-Sheng Hua 001; Jianmin Li 001; Bo Zhang 010; HongJiang Zhang (PCM (2), 2004)

Optimization-based automated home video editing system. - Xian-Sheng Hua 001; Lie Lu; HongJiang Zhang (IEEE Trans. Circuits Syst. Video Technol., 2004)

An automatic performance evaluation protocol for video text detection algorithms. - Xian-Sheng Hua 001; Liu Wenyin; HongJiang Zhang (IEEE Trans. Circuits Syst. Video Technol., 2004)

Efficient video mosaicing based on motion analysis. - Tao Mei 001; Xian-Sheng Hua 001; He-Qin Zhou; Shipeng Li 001; HongJiang Zhang (ICIP (1), 2005)

Robust learning-based TV commercial detection. - Xian-Sheng Hua 001; Lie Lu; Hong-Jiang Zhang (ICME, 2005)

Video booklet. - Xian-Sheng Hua 001; Shipeng Li 001; Hong-Jiang Zhang (ICME, 2005)

Camera notes. - Xian-Sheng Hua 001; Shipeng Li 001; Hong-Jiang Zhang (ICME, 2005)

Online End Detection for Live-Broadcast Sports TV Programs. - Hao-Da Huang; Xian-Sheng Hua 001; Shipeng Li 001; Hong-Jiang Zhang (ICME, 2005)

Semi-automatic video annotation based on active learning with multiple complementary predictors. - Yan Song 001; Xian-Sheng Hua 001; Li-Rong Dai 001; Meng Wang 001 (Multimedia Information Retrieval, 2005)

Tracking concept drifting with an online-optimized incremental learning framework. - Jun Wu 022; Dayong Ding; Xian-Sheng Hua 001; Bo Zhang 010 (Multimedia Information Retrieval, 2005)

Video booklet: a natural video searching and browsing interface. - Cai-Zhi Zhu; Xian-Sheng Hua 001; Tao Mei 001; Xiuqing Wu (Multimedia Information Retrieval, 2005)

Personal media sharing and authoring on the web. - Xian-Sheng Hua 001; Shipeng Li 001 (ACM Multimedia, 2005)

LazyCut: content-aware template-based video authoring. - Xian-Sheng Hua 001; Zengzhi Wang; Shipeng Li 001 (ACM Multimedia, 2005)

To learn representativeness of video frames. - Hong-Wen Kang; Xian-Sheng Hua 001 (ACM Multimedia, 2005)

Intention-based home video browsing. - Tao Mei 001; Xian-Sheng Hua 001 (ACM Multimedia, 2005)

Tracking users' capture intention: a novel complementary view for home video content analysis. - Tao Mei 001; Xian-Sheng Hua 001; He-Qin Zhou (ACM Multimedia, 2005)

Spatio-temporal quality assessment for home videos. - Tao Mei 001; Cai-Zhi Zhu; He-Qin Zhou; Xian-Sheng Hua 001 (ACM Multimedia, 2005)

Natural video browsing. - Cai-Zhi Zhu; Tao Mei 001; Xian-Sheng Hua 001 (ACM Multimedia, 2005)

A generic framework of user attention model and its application in video summarization. - Yufei Ma 006; Xian-Sheng Hua 001; Lie Lu; HongJiang Zhang (IEEE Trans. Multim., 2005)

Video Annotation by Active Learning and Cluster Tuning. - Guo-Jun Qi; Yan Song 001; Xian-Sheng Hua 001; Hong-Jiang Zhang; Li-Rong Dai 001 (CVPR Workshops, 2006)

An Automatic Video Semantic Annotation Scheme Based on Combination of Complementary Predictors. - Yan Song 001; Xian-Sheng Hua 001; Li-Rong Dai 001; Meng Wang 001; Ren-Hua Wang (ICASSP (5), 2006)

Semi-Supervised Kernel Regression. - Meng Wang 001; Xian-Sheng Hua 001; Yan Song 001; Li-Rong Dai 001; HongJiang Zhang (ICDM, 2006)

Automatic Video Genre Categorization using Hierarchical SVM. - Xun Yuan 001; Wei Lai; Tao Mei 001; Xian-Sheng Hua 001; Xiuqing Wu; Shipeng Li 001 (ICIP, 2006)

Probabilistic Multimodality Fusion for Event based Home Photo Clustering. - Tao Mei 001; Bin Wang; Xian-Sheng Hua 001; He-Qin Zhou; Shipeng Li 001 (ICME, 2006)

Video Annotation by Active Learning and Semi-Supervised Ensembling. - Yan Song 001; Guo-Jun Qi; Xian-Sheng Hua 001; Li-Rong Dai 001; Ren-Hua Wang (ICME, 2006)

Enhanced Semi-Supervised Learning for Automatic Video Annotation. - Meng Wang 001; Xian-Sheng Hua 001; Li-Rong Dai 001; Yan Song 001 (ICME, 2006)

Automatic video annotation based on co-adaptation and label correction. - Meng Wang 001; Xian-Sheng Hua 001; Yan Song 001; Li-Rong Dai 001; Shipeng Li 001 (ISCAS, 2006)

Efficient semantic annotation method for indexing large personal video database. - Yan Song 001; Xian-Sheng Hua 001; Guo-Jun Qi; Li-Rong Dai 001; Meng Wang 001; HongJiang Zhang (Multimedia Information Retrieval, 2006)

Interactive video authoring and sharing based on two-layer templates. - Xian-Sheng Hua 001; Shipeng Li 001 (HCM@MM, 2006)

Towards content-based relevance ranking for video search. - Wei Lai; Xian-Sheng Hua 001; Wei-Ying Ma (ACM Multimedia, 2006)

To construct optimal training set for video annotation. - Jinhui Tang 001; Yan Song 001; Xian-Sheng Hua 001; Tao Mei 001; Xiuqing Wu (ACM Multimedia, 2006)

Automatic video annotation by semi-supervised learning with kernel density estimation. - Meng Wang 001; Yan Song 001; Xun Yuan 001; HongJiang Zhang; Xian-Sheng Hua 001; Shipeng Li 001 (ACM Multimedia, 2006)

Manifold-ranking based video concept detection on large database and feature pool. - Xun Yuan 001; Xian-Sheng Hua 001; Meng Wang 001; Xiuqing Wu (ACM Multimedia, 2006)

A semi-supervised incremental learning framework for sports video view classification. - Jun Wu 022; Bo Zhang 010; Xian-Sheng Hua 001; Jianwei Zhang 001 (MMM, 2006)

Microsoft Research Asia TRECVID 2006 High-Level Feature Extraction and Rushes Exploitation. - Xian-Sheng Hua 001; Tao Mei 001; Wei Lai; Meng Wang 001; Jinhui Tang 001; Guo-Jun Qi; Lvsong Li; Zhiwei Gu (TRECVID, 2006)

Photo2Video - A System for Automatically Converting Photographic Series Into Video. - Xian-Sheng Hua 001; Lie Lu; Hong-Jiang Zhang (IEEE Trans. Circuits Syst. Video Technol., 2006)

Online video recommendation based on multimodal fusion and relevance feedback. - Bo Yang 008; Tao Mei 001; Xian-Sheng Hua 001; Linjun Yang; Shi-Qiang Yang; Mingjing Li (CIVR, 2007)

Concurrent Multiple Instance Learning for Image Categorization. - Guo-Jun Qi; Xian-Sheng Hua 001; Yong Rui; Tao Mei 001; Jinhui Tang 001; Hong-Jiang Zhang (CVPR, 2007)

On Real-Time Detecting Duplicate Web Videos. - Lu Liu 005; Wei Lai; Xian-Sheng Hua 001; Shi-Qiang Yang (ICASSP (1), 2007)

An Interactive Video Annotation Frameowrk with Multiple Modalities. - Meng Wang 001; Xian-Sheng Hua 001; Yan Song 001; Li-Rong Dai 001; Ren-Hua Wang (ICASSP (1), 2007)

Temporally Consistent Gaussian Random Field for Video Semantic Analysis. - Jinhui Tang 001; Xian-Sheng Hua 001; Tao Mei 001; Guo-Jun Qi; Shipeng Li 001; Xiuqing Wu (ICIP (4), 2007)

EMS: Energy Minimization Based Video Scene Segmentation. - Zhiwei Gu; Tao Mei 001; Xian-Sheng Hua 001; Xiuqing Wu; Shipeng Li 001 (ICME, 2007)

Transductive Inference with Hierarchical Clustering for Video Annotation. - Guo-Jun Qi; Xian-Sheng Hua 001; Yan Song 001; Jinhui Tang 001; Hong-Jiang Zhang (ICME, 2007)

Beyond Accuracy: Typicality Ranking for Video Annotation. - Jinhui Tang 001; Xian-Sheng Hua 001; Guo-Jun Qi; Zhiwei Gu; Xiuqing Wu (ICME, 2007)

Anisotropic Manifold Ranking for Video Annotation. - Jinhui Tang 001; Xian-Sheng Hua 001; Guo-Jun Qi; Tao Mei 001; Xiuqing Wu (ICME, 2007)

Lazy Learning Based Efficient Video Annotation. - Meng Wang 001; Xian-Sheng Hua 001; Yan Song 001; Richang Hong; Li-Rong Dai 001 (ICME, 2007)

Multi-Graph Semi-Supervised Learning for Video Semantic Feature Extraction. - Meng Wang 001; Xian-Sheng Hua 001; Xun Yuan 001; Yan Song 001; Li-Rong Dai 001 (ICME, 2007)

Video Collage: A Novel Presentation of Video Sequence. - Tang Wang; Tao Mei 001; Xian-Sheng Hua 001; Xueliang Liu; He-Qin Zhou (ICME, 2007)

A Novel Multiple Instance Learning Approach for Image Retrieval Based on Adaboost Feature Selection. - Xun Yuan 001; Xian-Sheng Hua 001; Meng Wang 001; Guo-Jun Qi; Xiuqing Wu (ICME, 2007)

Multi-modality web video categorization. - Linjun Yang; Jiemin Liu; Xiaokang Yang 001; Xian-Sheng Hua 001 (Multimedia Information Retrieval, 2007)

Building a comprehensive ontology to refine video concept detection. - Zheng-Jun Zha; Tao Mei 001; Zengfu Wang; Xian-Sheng Hua 001 (Multimedia Information Retrieval, 2007)

Multi-layer multi-instance kernel for video concept detection. - Zhiwei Gu; Tao Mei 001; Xian-Sheng Hua 001; Jinhui Tang 001; Xiuqing Wu (ACM Multimedia, 2007)

Video search re-ranking via multi-graph propagation. - Jingjing Liu; Wei Lai; Xian-Sheng Hua 001; Yalou Huang; Shipeng Li 001 (ACM Multimedia, 2007)

Video collage. - Xueliang Liu; Tao Mei 001; Xian-Sheng Hua 001; Bo Yang 008; He-Qin Zhou (ACM Multimedia, 2007)

VideoSense: towards effective online video advertising. - Tao Mei 001; Xian-Sheng Hua 001; Linjun Yang; Shipeng Li 001 (ACM Multimedia, 2007)

VideoSense: a contextual video advertising system. - Tao Mei 001; Linjun Yang; Xian-Sheng Hua 001; Hao Wei; Shipeng Li 001 (ACM Multimedia, 2007)

Correlative multi-label video annotation. - Guo-Jun Qi; Xian-Sheng Hua 001; Yong Rui; Jinhui Tang 001; Tao Mei 001; Hong-Jiang Zhang (ACM Multimedia, 2007)

Typicality ranking via semi-supervised multiple-instance learning. - Jinhui Tang 001; Xian-Sheng Hua 001; Guo-Jun Qi; Xiuqing Wu (ACM Multimedia, 2007)

Structure-sensitive manifold ranking for video concept detection. - Jinhui Tang 001; Xian-Sheng Hua 001; Guo-Jun Qi; Meng Wang 001; Tao Mei 001; Xiuqing Wu (ACM Multimedia, 2007)

Optimizing multi-graph learning: towards a unified video annotation scheme. - Meng Wang 001; Xian-Sheng Hua 001; Xun Yuan 001; Yan Song 001; Li-Rong Dai 001 (ACM Multimedia, 2007)

Refining video annotation by exploiting pairwise concurrent relation. - Zheng-Jun Zha; Tao Mei 001; Xian-Sheng Hua 001; Guo-Jun Qi; Zengfu Wang (ACM Multimedia, 2007)

Video Histogram: A Novel Video Signature for Efficient Web Video Duplicate Detection. - Lu Liu 005; Wei Lai; Xian-Sheng Hua 001; Shi-Qiang Yang (MMM (2), 2007)

An Efficient Automatic Video Shot Size Annotation Scheme. - Meng Wang 001; Xian-Sheng Hua 001; Yan Song 001; Wei Lai; Li-Rong Dai 001; Ren-Hua Wang (MMM (1), 2007)

Object-Sensitive Query Analysis for Video Search. - Jingjing Liu; Xian-Sheng Hua 001; Shipeng Li 001 (MMSP, 2007)

Kernel-Based Linear Neighborhood Propagation for Semantic Video Annotation. - Jinhui Tang 001; Xian-Sheng Hua 001; Yan Song 001; Guo-Jun Qi; Xiuqing Wu (PAKDD, 2007)

RMulti-Concept Multi-Modality Active Learning for Interactive Video Annotation. - Meng Wang 001; Xian-Sheng Hua 001; Yan Song 001; Jinhui Tang 001; Li-Rong Dai 001 (ICSC, 2007)

VideoReach: an online video recommendation system. - Tao Mei 001; Bo Yang 008; Xian-Sheng Hua 001; Linjun Yang; Shi-Qiang Yang; Shipeng Li 001 (SIGIR, 2007)

MSRA-USTC-SJTU at TRECVID 2007: High-Level Feature Extraction and Search. - Tao Mei 001; Xian-Sheng Hua 001; Wei Lai; Linjun Yang; Zheng-Jun Zha; Yuan Liu 017; Zhiwei Gu; Guo-Jun Qi; Meng Wang 001; Jinhui Tang 001; Xun Yuan 001; Zheng Lu 002; et al. (TRECVID, 2007)

Interactive Video Annotation by Multi-Concept Multi-Modality Active Learning. - Meng Wang 001; Xian-Sheng Hua 001; Tao Mei 001; Jinhui Tang 001; Guo-Jun Qi; Yan Song 001; Li-Rong Dai 001 (Int. J. Semantic Comput., 2007)

Home Video Visual Quality Assessment With Spatiotemporal Factors. - Tao Mei 001; Xian-Sheng Hua 001; Cai-Zhi Zhu; He-Qin Zhou; Shipeng Li 001 (IEEE Trans. Circuits Syst. Video Technol., 2007)

Modeling and Mining of Users' Capture Intention for Home Videos. - Tao Mei 001; Xian-Sheng Hua 001; He-Qin Zhou; Shipeng Li 001 (IEEE Trans. Multim., 2007)

Coherent image annotation by learning semantic distance. - Tao Mei 001; Yong Wang; Xian-Sheng Hua 001; Shaogang Gong; Shipeng Li 001 (CVPR, 2008)

Two-Dimensional Active Learning for image classification. - Guo-Jun Qi; Xian-Sheng Hua 001; Yong Rui; Jinhui Tang 001; Hong-Jiang Zhang (CVPR, 2008)

A joint appearance-spatial distance for kernel-based image categorization. - Guo-Jun Qi; Xian-Sheng Hua 001; Yong Rui; Jinhui Tang 001; Zheng-Jun Zha; Hong-Jiang Zhang (CVPR, 2008)

Normalized tree partitioning for image segmentation. - Jingdong Wang 001; Yangqing Jia; Xian-Sheng Hua 001; Changshui Zhang; Long Quan (CVPR, 2008)

Joint multi-label multi-instance learning for image classification. - Zheng-Jun Zha; Xian-Sheng Hua 001; Tao Mei 001; Jingdong Wang 001; Guo-Jun Qi; Zengfu Wang (CVPR, 2008)

Maximum Margin Clustering with Pairwise Constraints. - Yang Hu 006; Jingdong Wang 001; Nenghai Yu; Xian-Sheng Hua 001 (ICDM, 2008)

VideoM: Multi-video Synopsis. - Teng Li 001; Tao Mei 001; In-So Kweon; Xian-Sheng Hua 001 (ICDM Workshops, 2008)

Augmented tree partitioning for interactive image segmentation. - Yangqing Jia; Jingdong Wang 001; Changshui Zhang; Xian-Sheng Hua 001 (ICIP, 2008)

Smart video player. - Linjun Chang; Yichen Yang 001; Xian-Sheng Hua 001 (ICME, 2008)

Unbiased active learning for image retrieval. - Bo Geng; Linjun Yang; Zheng-Jun Zha; Chao Xu 006; Xian-Sheng Hua 001 (ICME, 2008)

Learning to video search rerank via pseudo preference feedback. - Yuan Liu 017; Tao Mei 001; Xian-Sheng Hua 001; Jinhui Tang 001; Xiuqing Wu; Shipeng Li 001 (ICME, 2008)

Query-independent learning for video search. - Yuan Liu 017; Tao Mei 001; Guo-Jun Qi; Xiuqing Wu; Xian-Sheng Hua 001 (ICME, 2008)

Automatic video annotation through search and mining. - Emily Moxley; Tao Mei 001; Xian-Sheng Hua 001; Wei-Ying Ma; B. S. Manjunath (ICME, 2008)

Transductive video annotation via local learnable kernel classifier. - Xinmei Tian 001; Linjun Yang; Jingdong Wang 001; Xiuqing Wu; Xian-Sheng Hua 001 (ICME, 2008)

Optimized video scene segmentation. - Jingdong Wang 001; Xinmei Tian 001; Linjun Yang; Zheng-Jun Zha; Xian-Sheng Hua 001 (ICME, 2008)

Graph-based semi-supervised learning with multi-label. - Zheng-Jun Zha; Tao Mei 001; Jingdong Wang 001; Zengfu Wang; Xian-Sheng Hua 001 (ICME, 2008)

Collaborative learning for image and video annotation. - Bo Geng; Linjun Yang; Chao Xu 006; Xian-Sheng Hua 001 (Multimedia Information Retrieval, 2008)

Optimizing video search reranking via minimum incremental information loss. - Yuan Liu 017; Tao Mei 001; Xiuqing Wu; Xian-Sheng Hua 001 (Multimedia Information Retrieval, 2008)

Transductive multi-label learning for video concept detection. - Jingdong Wang 001; Yinghai Zhao; Xiuqing Wu; Xian-Sheng Hua 001 (Multimedia Information Retrieval, 2008)

Online multi-label active annotation: towards large-scale content-based video search. - Xian-Sheng Hua 001; Guo-Jun Qi (ACM Multimedia, 2008)

Finding image exemplars using fast sparse affinity propagation. - Yangqing Jia; Jingdong Wang 001; Changshui Zhang; Xian-Sheng Hua 001 (ACM Multimedia, 2008)

Annotating personal albums via web mining. - Jimin Jia; Nenghai Yu; Xian-Sheng Hua 001 (ACM Multimedia, 2008)

ImageSense. - Lusong Li; Tao Mei 001; Xian-Sheng Hua 001; Shipeng Li 001 (ACM Multimedia, 2008)

Contextual in-image advertising. - Tao Mei 001; Xian-Sheng Hua 001; Shipeng Li 001 (ACM Multimedia, 2008)

Bayesian video search reranking. - Xinmei Tian 001; Linjun Yang; Jingdong Wang 001; Yichen Yang 001; Xiuqing Wu; Xian-Sheng Hua 001 (ACM Multimedia, 2008)

Study on the combination of video concept detectors. - Meng Wang 001; Xian-Sheng Hua 001 (ACM Multimedia, 2008)

Flickr distance. - Lei Wu; Xian-Sheng Hua 001; Nenghai Yu; Wei-Ying Ma; Shipeng Li 001 (ACM Multimedia, 2008)

MILC2: A Multi-Layer Multi-Instance Learning Approach to Video Concept Detection. - Zhiwei Gu; Tao Mei 001; Jinhui Tang 001; Xiuqing Wu; Xian-Sheng Hua 001 (MMM, 2008)

Free-Shaped Video Collage. - Bo Yang 008; Tao Mei 001; Lifeng Sun; Shi-Qiang Yang; Xian-Sheng Hua 001 (MMM, 2008)

When multimedia advertising meets the new Internet era. - Xian-Sheng Hua 001; Tao Mei 001; Shipeng Li 001 (MMSP, 2008)

MSRA atT TRECVID 2008: High-Level Feature Extraction and Automatic Search. - Tao Mei 001; Zheng-Jun Zha; Yuan Liu 017; Meng Wang 001; Guo-Jun Qi; Xinmei Tian 001; Jingdong Wang 001; Linjun Yang; Xian-Sheng Hua 001 (TRECVID, 2008)

Optimizing Training Set Construction for Video Semantic Classification. - Jinhui Tang 001; Xian-Sheng Hua 001; Yan Song 001; Tao Mei 001; Xiuqing Wu (EURASIP J. Adv. Signal Process., 2008)

Structure and event mining in sports video with efficient mosaic. - Tao Mei 001; Xian-Sheng Hua 001 (Multim. Tools Appl., 2008)

Media Content Analysis. - Xian-Sheng Hua 001; Hong-Jiang Zhang (Scholarpedia, 2008)

Multi-Layer Multi-Instance Learning for Video Concept Detection. - Zhiwei Gu; Tao Mei 001; Xian-Sheng Hua 001; Jinhui Tang 001; Xiuqing Wu (IEEE Trans. Multim., 2008)

Video Annotation Based on Kernel Linear Neighborhood Propagation. - Jinhui Tang 001; Xian-Sheng Hua 001; Guo-Jun Qi; Yan Song 001; Xiuqing Wu (IEEE Trans. Multim., 2008)

Correlative multilabel video annotation with temporal kernels. - Guo-Jun Qi; Xian-Sheng Hua 001; Yong Rui; Jinhui Tang 001; Tao Mei 001; Meng Wang 001; Hong-Jiang Zhang (ACM Trans. Multim. Comput. Commun. Appl., 2008)

Content-Based Multimedia Retrieval. - Xian-Sheng Hua 001; Yong Rui (Wiley Encyclopedia of Computer Science and Engineering, 2008)

Image/Video Semantic Analysis by Semi-Supervised Learning. - Jinhui Tang 001; Xian-Sheng Hua 001; Meng Wang 001 (Semantic Mining Technologies for Multimedia Databases, 2009)

Active Video Annotation. - Meng Wang 001; Xian-Sheng Hua 001; Jinhui Tang 001; Guo-Jun Qi (Semantic Mining Technologies for Multimedia Databases, 2009)

Image Search Result Summarization with Informative Priors. - Rui Liu; Linjun Yang; Xian-Sheng Hua 001 (ACCV (3), 2009)

Ranking model adaptation for domain-specific search. - Bo Geng; Linjun Yang; Chao Xu 006; Xian-Sheng Hua 001 (CIKM, 2009)

Ensemble manifold regularization. - Bo Geng; Chao Xu 006; Dacheng Tao; Linjun Yang; Xian-Sheng Hua 001 (CVPR, 2009)

MSRA-MM 2.0: A Large-Scale Web Multimedia Dataset. - Hao Li 030; Meng Wang 001; Xian-Sheng Hua 001 (ICDM Workshops, 2009)

Boost search relevance for tag-based social image retrieval. - Dong Liu 001; Xian-Sheng Hua 001; Meng Wang 001; HongJiang Zhang (ICME, 2009)

Tag quality improvement for social images. - Dong Liu 001; Meng Wang 001; Linjun Yang; Xian-Sheng Hua 001; HongJiang Zhang (ICME, 2009)

Efficient image and video re-coloring for colorblindness. - Bo Liu 005; Meng Wang 001; Linjun Yang; Xiuqing Wu; Xian-Sheng Hua 001 (ICME, 2009)

Summarizing tagged image collections by cross-media representativeness voting. - Hao Xu; Jingdong Wang 001; Xian-Sheng Hua 001; Shipeng Li 001 (ICME, 2009)

Robust Distance Metric Learning with Auxiliary Knowledge. - Zheng-Jun Zha; Tao Mei 001; Meng Wang 001; Zengfu Wang; Xian-Sheng Hua 001 (IJCAI, 2009)

Smart batch tagging of photo albums. - Dong Liu 001; Meng Wang 001; Xian-Sheng Hua 001; Hong-Jiang Zhang (ACM Multimedia, 2009)

Learning semantic distance from community-tagged media collection. - Guo-Jun Qi; Xian-Sheng Hua 001; Hong-Jiang Zhang (ACM Multimedia, 2009)

Near-lossless video summarization. - Lin-Xie Tang; Tao Mei 001; Xian-Sheng Hua 001 (ACM Multimedia, 2009)

NLVS: a near-lossless video summarization system. - Lin-Xie Tang; Tao Mei 001; Xian-Sheng Hua 001 (ACM Multimedia, 2009)

Accessible image search. - Meng Wang 001; Bo Liu 005; Xian-Sheng Hua 001 (ACM Multimedia, 2009)

Tag refinement by regularized LDA. - Hao Xu; Jingdong Wang 001; Xian-Sheng Hua 001; Shipeng Li 001 (ACM Multimedia, 2009)

Multiple-Instance Active Learning for Image Categorization. - Dong Liu 001; Xian-Sheng Hua 001; Linjun Yang; Hong-Jiang Zhang (MMM, 2009)

Graph-Based Pairwise Learning to Rank for Video Search. - Yuan Liu 017; Tao Mei 001; Jinhui Tang 001; Xiuqing Wu; Xian-Sheng Hua 001 (MMM, 2009)

AdOn: an intelligent overlay video advertising system. - Jinlian Guo; Tao Mei 001; Falin Liu; Xian-Sheng Hua 001 (SIGIR, 2009)

CrowdReranking: exploring multiple search engines for visual search reranking. - Yuan Liu 017; Tao Mei 001; Xian-Sheng Hua 001 (SIGIR, 2009)

Accommodating colorblind users in image search. - Meng Wang 001; Bo Liu 005; Linjun Yang; Xian-Sheng Hua 001 (SIGIR, 2009)

Concept representation based video indexing. - Meng Wang 001; Yan Song 001; Xian-Sheng Hua 001 (SIGIR, 2009)

Query sampling for ranking learning in web search. - Linjun Yang; Li Wang; Bo Geng; Xian-Sheng Hua 001 (SIGIR, 2009)

Gamesense. - Lusong Li; Tao Mei 001; Chris Liu; Xian-Sheng Hua 001 (WWW, 2009)

Tag ranking. - Dong Liu 001; Xian-Sheng Hua 001; Linjun Yang; Meng Wang 001; Hong-Jiang Zhang (WWW, 2009)

Learning to tag. - Lei Wu; Linjun Yang; Nenghai Yu; Xian-Sheng Hua 001 (WWW, 2009)

Introduction to computer vision and image understanding the special issue on video analysis. - Qingshan Liu 001; Xuelong Li 001; Ahmed M. Elgammal; Xian-Sheng Hua 001; Dong Xu 001; Dacheng Tao (Comput. Vis. Image Underst., 2009)

Semi-supervised kernel density estimation for video annotation. - Meng Wang 001; Xian-Sheng Hua 001; Tao Mei 001; Richang Hong; Guo-Jun Qi; Yan Song 001; Li-Rong Dai 001 (Comput. Vis. Image Underst., 2009)

Graph-based semi-supervised learning with multiple labels. - Zheng-Jun Zha; Tao Mei 001; Jingdong Wang 001; Zengfu Wang; Xian-Sheng Hua 001 (J. Vis. Commun. Image Represent., 2009)

Two-Dimensional Multilabel Active Learning with an Efficient Online Adaptation Model for Image Classification. - Guo-Jun Qi; Xian-Sheng Hua 001; Yong Rui; Jinhui Tang 001; Hong-Jiang Zhang (IEEE Trans. Pattern Anal. Mach. Intell., 2009)

Combining global, regional and contextual features for automatic image annotation. - Yong Wang; Tao Mei 001; Shaogang Gong; Xian-Sheng Hua 001 (Pattern Recognit., 2009)

Multi-video synopsis for video representation. - Teng Li 001; Tao Mei 001; In-So Kweon; Xian-Sheng Hua 001 (Signal Process., 2009)

Video semantic analysis based on structure-sensitive anisotropic manifold ranking. - Jinhui Tang 001; Guo-Jun Qi; Meng Wang 001; Xian-Sheng Hua 001 (Signal Process., 2009)

Multigraph-Based Query-Independent Learning for Video Search. - Yuan Liu 017; Tao Mei 001; Xiuqing Wu; Xian-Sheng Hua 001 (IEEE Trans. Circuits Syst. Video Technol., 2009)

VideoSense: A Contextual In-Video Advertising System. - Tao Mei 001; Xian-Sheng Hua 001; Shipeng Li 001 (IEEE Trans. Circuits Syst. Video Technol., 2009)

Unified Video Annotation via Multigraph Learning. - Meng Wang 001; Xian-Sheng Hua 001; Richang Hong; Jinhui Tang 001; Guo-Jun Qi; Yan Song 001 (IEEE Trans. Circuits Syst. Video Technol., 2009)

Beyond Distance Measurement: Constructing Neighborhood Similarity for Video Annotation. - Meng Wang 001; Xian-Sheng Hua 001; Jinhui Tang 001; Richang Hong (IEEE Trans. Multim., 2009)

Scale-Invariant Visual Language Modeling for Object Categorization. - Lei Wu; Yang Hu 006; Mingjing Li; Nenghai Yu; Xian-Sheng Hua 001 (IEEE Trans. Multim., 2009)

Correlative Linear Neighborhood Propagation for Video Annotation. - Jinhui Tang 001; Xian-Sheng Hua 001; Meng Wang 001; Zhiwei Gu; Guo-Jun Qi; Xiuqing Wu (IEEE Trans. Syst. Man Cybern. Part B, 2009)

Video collage: presenting a video sequence using a single image. - Tao Mei 001; Bo Yang 008; Shi-Qiang Yang; Xian-Sheng Hua 001 (Vis. Comput., 2009)

Video Content Structure. - Xian-Sheng Hua 001; Meng Wang 001 (Encyclopedia of Database Systems, 2009)

Scalable clip-based near-duplicate video detection with ordinal measure. - Sakrapee Paisitkriangkrai; Tao Mei 001; Jian Zhang 002; Xian-Sheng Hua 001 (CIVR, 2010)

Contextual image retrieval model. - Linjun Yang; Bo Geng; Alan Hanjalic; Xian-Sheng Hua 001 (CIVR, 2010)

Content-aware Ranking for visual search. - Bo Geng; Linjun Yang; Chao Xu 006; Xian-Sheng Hua 001 (CVPR, 2010)

Optimizing kd-trees for scalable visual descriptor indexing. - You Jia; Jingdong Wang 001; Gang Zeng; Hongbin Zha; Xian-Sheng Hua 001 (CVPR, 2010)

Compact projection: Simple and efficient near neighbor search with practical memory requirements. - Kerui Min; Linjun Yang; John Wright 001; Lei Wu; Xian-Sheng Hua 001; Yi Ma 001 (CVPR, 2010)

Learning to combine multi-resolution spatially-weighted co-occurrence matrices for image representation. - Xiangang Cheng; Jingdong Wang 001; Liang-Tien Chia; Xian-Sheng Hua 001 (ICME, 2010)

Bridging low-level features and high-level semantics via fMRI brain imaging for video classification. - Xintao Hu; Fan Deng 001; Kaiming Li; Tuo Zhang; Hanbo Chen; Xi Jiang 001; Jinglei Lv; Dajiang Zhu; Carlos Faraco; Degang Zhang; Arsham Mesbah; Junwei Han 001; et al. (ACM Multimedia, 2010)

ACM workshop on mobile cloud media computing. - Xian-Sheng Hua 001; Gang Hua 001; Chang Wen Chen (ACM Multimedia, 2010)

Melog. - Hongzhi Li; Xian-Sheng Hua 001; Xijia Liu (ACM Multimedia, 2010)

Large-scale robust visual codebook construction. - Darui Li; Linjun Yang; Xian-Sheng Hua 001; Hong-Jiang Zhang (ACM Multimedia, 2010)

Image retagging. - Dong Liu 001; Xian-Sheng Hua 001; Meng Wang 001; Hong-Jiang Zhang (ACM Multimedia, 2010)

Real-time large scale near-duplicate web video retrieval. - Lifeng Shang; Linjun Yang; Fei Wang; Kwok-Ping Chan; Xian-Sheng Hua 001 (ACM Multimedia, 2010)

Tagging tags. - Kuiyuan Yang; Xian-Sheng Hua 001; Meng Wang 001; Hong-Jiang Zhang (ACM Multimedia, 2010)

Visual Reranking with Local Learning Consistency. - Xinmei Tian 001; Linjun Yang; Xiuqing Wu; Xian-Sheng Hua 001 (MMM, 2010)

Dynamic Video Collage. - Yan Wang 059; Tao Mei 001; Jingdong Wang 001; Xian-Sheng Hua 001 (MMM, 2010)

Social Image Search with Diverse Relevance Ranking. - Kuiyuan Yang; Meng Wang 001; Xian-Sheng Hua 001; Hong-Jiang Zhang (MMM, 2010)

Effective music tagging through advanced statistical modeling. - Jialie Shen 001; Wang Meng; Shuicheng Yan; HweeHwa Pang; Xian-Sheng Hua 001 (SIGIR, 2010)

Image search by concept map. - Hao Xu; Jingdong Wang 001; Xian-Sheng Hua 001; Shipeng Li 001 (SIGIR, 2010)

Retagging social images based on visual and semantic consistency. - Dong Liu 001; Xian-Sheng Hua 001; Meng Wang 001; Hong-Jiang Zhang (WWW, 2010)

Interactive image search by 2D semantic map. - Hao Xu; Jingdong Wang 001; Xian-Sheng Hua 001; Shipeng Li 001 (WWW, 2010)

Metric learning with feature decomposition for image categorization. - Meng Wang 001; Bo Liu 005; Jinhui Tang 001; Xian-Sheng Hua 001 (Neurocomputing, 2010)

Visual quality assessment for web videos. - Tian Xia 002; Tao Mei 001; Gang Hua 001; Yong-Dong Zhang 001; Xian-Sheng Hua 001 (J. Vis. Commun. Image Represent., 2010)

AdOn: toward contextual overlay in-video advertising. - Tao Mei 001; Jinlian Guo; Xian-Sheng Hua 001; Falin Liu (Multim. Syst., 2010)

GameSense: game-like in-image advertising. - Lusong Li; Tao Mei 001; Xian-Sheng Hua 001 (Multim. Tools Appl., 2010)

Contextual Internet Multimedia Advertising. - Tao Mei 001; Xian-Sheng Hua 001 (Proc. IEEE, 2010)

Typicality-Based Visual Search Reranking. - Yuan Liu 017; Tao Mei 001; Meng Wang 001; Xiuqing Wu; Xian-Sheng Hua 001 (IEEE Trans. Circuits Syst. Video Technol., 2010)

Active Reranking for Web Image Search. - Xinmei Tian 001; Dacheng Tao; Xian-Sheng Hua 001; Xiuqing Wu (IEEE Trans. Image Process., 2010)

Accessible image search for colorblindness. - Meng Wang 001; Bo Liu 005; Xian-Sheng Hua 001 (ACM Trans. Intell. Syst. Technol., 2010)

Image Classification With Kernelized Spatial-Context. - Guo-Jun Qi; Xian-Sheng Hua 001; Yong Rui; Jinhui Tang 001; Hong-Jiang Zhang (IEEE Trans. Multim., 2010)

In-Image Accessibility Indication. - Meng Wang 001; Yelong Sheng; Bo Liu 005; Xian-Sheng Hua 001 (IEEE Trans. Multim., 2010)

Towards a Relevant and Diverse Search of Social Images. - Meng Wang 001; Kuiyuan Yang; Xian-Sheng Hua 001; HongJiang Zhang (IEEE Trans. Multim., 2010)

Visual query suggestion: Towards capturing user intent in internet image search. - Zheng-Jun Zha; Linjun Yang; Tao Mei 001; Meng Wang 001; Zengfu Wang; Tat-Seng Chua; Xian-Sheng Hua 001 (ACM Trans. Multim. Comput. Commun. Appl., 2010)

Joint Learning of Labels and Distance Metric. - Bo Liu 005; Meng Wang 001; Richang Hong; Zheng-Jun Zha; Xian-Sheng Hua 001 (IEEE Trans. Syst. Man Cybern. Part B, 2010)

Tag-Based Social Image Search: Toward Relevant and Diverse Results. - Kuiyuan Yang; Meng Wang 001; Xian-Sheng Hua 001; Hong-Jiang Zhang (Social Media Modeling and Computing, 2011)

Predicting occupation via human clothing and contexts. - Zheng Song; Meng Wang 001; Xian-Sheng Hua 001; Shuicheng Yan (ICCV, 2011)

Towards Optimal Discriminating Order for Multiclass Classification. - Dong Liu 001; Shuicheng Yan; Yadong Mu; Xian-Sheng Hua 001; Shih-Fu Chang; Hong-Jiang Zhang (ICDM, 2011)

Million-scale near-duplicate video retrieval system. - Yang Cai; Linjun Yang; Wei Ping; Fei Wang; Tao Mei 001; Xian-Sheng Hua 001; Shipeng Li 001 (ACM Multimedia, 2011)

The role of attractiveness in web image search. - Bo Geng; Linjun Yang; Chao Xu 006; Xian-Sheng Hua 001; Shipeng Li 001 (ACM Multimedia, 2011)

StoryImaging: a media-rich presentation system for textual stories. - Genliang Guan; Zhiyong Wang 001; Xian-Sheng Hua 001; David Dagan Feng (ACM Multimedia, 2011)

Contextual image search. - Wenhao Lu; Jingdong Wang 001; Xian-Sheng Hua 001; Shengjin Wang; Shipeng Li 001 (ACM Multimedia, 2011)

Internet multimedia advertising: techniques and technologies. - Tao Mei 001; Ruofei Zhang; Xian-Sheng Hua 001 (ACM Multimedia, 2011)

Multimedia tagging: past, present and future. - Jialie Shen 001; Meng Wang 001; Shuicheng Yan; Xian-Sheng Hua 001 (ACM Multimedia, 2011)

Web-scale image search by color sketch. - Jingdong Wang 001; Xian-Sheng Hua 001 (ACM Multimedia, 2011)

Hybrid image summarization. - Hao Xu; Jingdong Wang 001; Xian-Sheng Hua 001; Shipeng Li 001 (ACM Multimedia, 2011)

Video-based image retrieval. - Linjun Yang; Yang Cai; Alan Hanjalic; Xian-Sheng Hua 001; Shipeng Li 001 (ACM Multimedia, 2011)

TapTell: understanding visual intents on-the-go. - Ning Zhang 023; Tao Mei 001; Xian-Sheng Hua 001; Ling Guan; Shipeng Li 001 (ACM Multimedia, 2011)

Modeling social strength in social media community via kernel-based learning. - Jinfeng Zhuang; Tao Mei 001; Steven C. H. Hoi; Xian-Sheng Hua 001; Shipeng Li 001 (ACM Multimedia, 2011)

Community Discovery from Movie and Its Application to Poster Generation. - Yan Wang 059; Tao Mei 001; Xian-Sheng Hua 001 (MMM (1), 2011)

Tap-to-search: Interactive and contextual visual search on mobile devices. - Ning Zhang 023; Tao Mei 001; Xian-Sheng Hua 001; Ling Guan; Shipeng Li 001 (MMSP, 2011)

FAMER: Making Multi-Instance Learning Better and Faster. - Wei Ping; Ye Xu; Jianyong Wang 001; Xian-Sheng Hua 001 (SDM, 2011)

Graph-cut based tag enrichment. - Xueming Qian; Xian-Sheng Hua 001 (SIGIR, 2011)

WonderWhat: real-time event determination from photos. - Mingyan Gao; Xian-Sheng Hua 001; Ramesh C. Jain (WWW (Companion Volume), 2011)

Visual Content Identification and Search. - Jian Lu; Xian-Sheng Hua 001; Dong Xu 001 (IEEE Multim., 2011)

Clip-based hierarchical representation for near-duplicate video detection. - Sakrapee Paisitkriangkrai; Tao Mei 001; Jian Zhang 002; Xian-Sheng Hua 001 (Int. J. Comput. Math., 2011)

Interactive browsing via diversified visual summarization for image search results. - Jingdong Wang 001; Liyan Jia; Xian-Sheng Hua 001 (Multim. Syst., 2011)

Interactive multimedia computing. - Meng Wang 001; Jinhui Tang 001; Xian-Sheng Hua 001; Tat-Seng Chua (Multim. Syst., 2011)

Content-based tag processing for Internet social images. - Dong Liu 001; Xian-Sheng Hua 001; Hong-Jiang Zhang (Multim. Tools Appl., 2011)

PLBP: An effective local binary patterns texture descriptor with pyramid representation. - Xueming Qian; Xian-Sheng Hua 001; Ping Chen; Liangjun Ke (Pattern Recognit., 2011)

A transductive multi-label learning approach for video concept detection. - Jingdong Wang 001; Yinghai Zhao; Xiuqing Wu; Xian-Sheng Hua 001 (Pattern Recognit., 2011)

Contextual Bag-of-Words for Visual Categorization. - Teng Li 001; Tao Mei 001; In-So Kweon; Xian-Sheng Hua 001 (IEEE Trans. Circuits Syst. Video Technol., 2011)

Image Decomposition With Multilabel Context: Algorithms and Applications. - Teng Li 001; Shuicheng Yan; Tao Mei 001; Xian-Sheng Hua 001; In-So Kweon (IEEE Trans. Image Process., 2011)

Assemble New Object Detector With Few Examples. - Kuiyuan Yang; Meng Wang 001; Xian-Sheng Hua 001; Shuicheng Yan; Hong-Jiang Zhang (IEEE Trans. Image Process., 2011)

Introduction to the special issue on intelligent multimedia systems and technology. - Xian-Sheng Hua 001; Qi Tian 001; Alberto Del Bimbo; Ramesh C. Jain (ACM Trans. Intell. Syst. Technol., 2011)

Active learning in multimedia annotation and retrieval: A survey. - Meng Wang 001; Xian-Sheng Hua 001 (ACM Trans. Intell. Syst. Technol., 2011)

Interactive Image Search by Color Map. - Jingdong Wang 001; Xian-Sheng Hua 001 (ACM Trans. Intell. Syst. Technol., 2011)

Semi-Automatic Tagging of Photo Albums via Exemplar Selection and Tag Inference. - Dong Liu 001; Meng Wang 001; Xian-Sheng Hua 001; Hong-Jiang Zhang (IEEE Trans. Multim., 2011)

Image Retagging Using Collaborative Tag Propagation. - Dong Liu 001; Shuicheng Yan; Xian-Sheng Hua 001; Hong-Jiang Zhang (IEEE Trans. Multim., 2011)

Bayesian Visual Reranking. - Xinmei Tian 001; Linjun Yang; Jingdong Wang 001; Xiuqing Wu; Xian-Sheng Hua 001 (IEEE Trans. Multim., 2011)

Object Retrieval Using Visual Query Context. - Linjun Yang; Bo Geng; Yang Cai; Alan Hanjalic; Xian-Sheng Hua 001 (IEEE Trans. Multim., 2011)

Tag Tagging: Towards More Descriptive Keywords of Image Content. - Kuiyuan Yang; Xian-Sheng Hua 001; Meng Wang 001; Hong-Jiang Zhang (IEEE Trans. Multim., 2011)

Contextual Video Recommendation by Multimodal Relevance and User Feedback. - Tao Mei 001; Bo Yang 008; Xian-Sheng Hua 001; Shipeng Li 001 (ACM Trans. Inf. Syst., 2011)

Elements of Visual Concept Analysis. - Lei Wu; Xian-Sheng Hua 001 (Multimedia Analysis, Processing and Communications, 2011)

Image search results refinement via outlier detection using deep contexts. - Junyang Lu; Jiazhen Zhou; Jingdong Wang 001; Tao Mei 001; Xian-Sheng Hua 001; Shipeng Li 001 (CVPR, 2012)

Tag filtering based on similar compatible principle. - Xueming Qian; Xian-Sheng Hua 001; Xingsong Hou (ICIP, 2012)

Scalable similar image search by joint indices. - Jing Wang 068; Jingdong Wang 001; Xian-Sheng Hua 001; Shipeng Li 001 (ACM Multimedia, 2012)

Color filter for image search. - Peng Wang 001; Dongqing Zhang; Jingdong Wang 001; Zhong Wu; Xian-Sheng Hua 001; Shipeng Li 001 (ACM Multimedia, 2012)

Interactive mobile visual search for social activities completion using query image contextual model. - Ning Zhang 023; Tao Mei 001; Xian-Sheng Hua 001; Ling Guan; Shipeng Li 001 (MMSP, 2012)

Assistive tagging: A survey of multimedia tagging with human-computer joint exploration. - Meng Wang 001; Bingbing Ni; Xian-Sheng Hua 001; Tat-Seng Chua (ACM Comput. Surv., 2012)

A comprehensive representation scheme for video semantic ontology and its applications in semantic concept detection. - Zheng-Jun Zha; Tao Mei 001; Yan-Tao Zheng; Zengfu Wang; Xian-Sheng Hua 001 (Neurocomputing, 2012)

Social media mining and search. - Jinhui Tang 001; Meng Wang 001; Xian-Sheng Hua 001; Tat-Seng Chua (Multim. Tools Appl., 2012)

Flickr Distance: A Relationship Measure for Visual Concepts. - Lei Wu; Xian-Sheng Hua 001; Nenghai Yu; Wei-Ying Ma; Shipeng Li 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2012)

Intelligent photo clustering with user interaction and distance metric learning. - Meng Wang 001; Dinghuang Ji; Qi Tian 001; Xian-Sheng Hua 001 (Pattern Recognit. Lett., 2012)

Introduction to the Special Section on Intelligent Multimedia Systems and Technology Part II. - Xian-Sheng Hua 001; Qi Tian 001; Alberto Del Bimbo; Ramesh C. Jain (ACM Trans. Intell. Syst. Technol., 2012)

Bridging the Semantic Gap via Functional Brain Imaging. - Xintao Hu; Kaiming Li; Junwei Han 001; Xian-Sheng Hua 001; Lei Guo 002; Tianming Liu 001 (IEEE Trans. Multim., 2012)

Correction to "Bayesian Visual Reranking". - Xinmei Tian 001; Linjun Yang; Jingdong Wang 001; Xiuqing Wu; Xian-Sheng Hua 001 (IEEE Trans. Multim., 2012)

ImageSense: Towards contextual image advertising. - Tao Mei 001; Lusong Li; Xian-Sheng Hua 001; Shipeng Li 001 (ACM Trans. Multim. Comput. Commun. Appl., 2012)

A unified context model for web image retrieval. - Linjun Yang; Bo Geng; Alan Hanjalic; Xian-Sheng Hua 001 (ACM Trans. Multim. Comput. Commun. Appl., 2012)

Special Issue on Subspace and Manifold Learning for Image and Video Indexing and Search. - Yun Fu 001; Xian-Sheng Hua 001; Zhu Li 001; Aggelos K. Katsaggelos; Thomas S. Huang (IEEE Trans. Syst. Man Cybern. Part B, 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)

Clickage: towards bridging semantic and intent gaps via mining click logs of search engines. - Xian-Sheng Hua 001; Linjun Yang; Jingdong Wang 001; Jing Wang 068; Ming Ye; Kuansan Wang; Yong Rui; Jin Li 001 (ACM Multimedia, 2013)

Towards next generation multimedia recommendation systems. - Jialie Shen 001; Xian-Sheng Hua 001; Emre Sargin (ACM Multimedia, 2013)

Hybrid Affinity Propagation. - Jingdong Wang 001; Hao Xu; Xian-Sheng Hua 001; Shipeng Li 001 (CoRR, 2013)

Searching for images by video. - Linjun Yang; Yang Cai; Alan Hanjalic; Xian-Sheng Hua 001; Shipeng Li 001 (Int. J. Multim. Inf. Retr., 2013)

Image retrieval with query-adaptive hashing. - Dong Liu 001; Shuicheng Yan; Rongrong Ji; Xian-Sheng Hua 001; Hong-Jiang Zhang (ACM Trans. Multim. Comput. Commun. Appl., 2013)

Near-lossless semantic video summarization and its applications to video analysis. - Tao Mei 001; Lin-Xie Tang; Jinhui Tang 001; Xian-Sheng Hua 001 (ACM Trans. Multim. Comput. Commun. Appl., 2013)

Tell me what. - Xian-Sheng Hua 001; Jin Li 001 (ICME Workshops, 2014)

Mining knowledge from clicks: MSR-Bing image retrieval challenge. - Xian-Sheng Hua 001; Ming Ye; Jin Li 001 (ICME Workshops, 2014)

L2, 0 constrained sparse dictionary selection for video summarization. - Shaohui Mei; Genliang Guan; Zhiyong Wang 001; Mingyi He; Xian-Sheng Hua 001; David Dagan Feng (ICME, 2014)

Plant identification with noisy web data. - William Y. Zhang; Xian-Sheng Hua 001 (ICME, 2014)

Pushing Image Recognition in the Real World: Towards Recognizing Millions of Entities. - Xian-Sheng Hua 001 (WISMM, 2014)

Multifold Concept Relationships Metrics. - Wenyi Cao; Richang Hong; Meng Wang 001; Xian-Sheng Hua 001 (PCM, 2014)

Image tag refinement by regularized latent Dirichlet allocation. - Jingdong Wang 001; Jiazhen Zhou; Hao Xu; Tao Mei 001; Xian-Sheng Hua 001; Shipeng Li 001 (Comput. Vis. Image Underst., 2014)

Special section on learning from multiple evidences for large scale multimedia analysis. - Yi Yang 001; Nicu Sebe; Cees Snoek; Xian-Sheng Hua 001; Yueting Zhuang (Comput. Vis. Image Underst., 2014)

Typicality ranking: beyond accuracy for video semantic annotation. - Jinhui Tang 001; Xian-Sheng Hua 001 (Multim. Tools Appl., 2014)

Trinary-Projection Trees for Approximate Nearest Neighbor Search. - Jingdong Wang 001; Naiyan Wang; You Jia; Jian Li 015; Gang Zeng; Hongbin Zha; Xian-Sheng Hua 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2014)

Social Image Tagging With Diverse Semantics. - Xueming Qian; Xian-Sheng Hua 001; Yuan Yan Tang; Tao Mei 001 (IEEE Trans. Cybern., 2014)

Regularized Tree Partitioning and Its Application to Unsupervised Image Segmentation. - Jingdong Wang 001; Huaizu Jiang; Yangqing Jia; Xian-Sheng Hua 001; Changshui Zhang; Long Quan (IEEE Trans. Image Process., 2014)

Community Discovery from Social Media by Low-Rank Matrix Recovery. - Jinfeng Zhuang; Tao Mei 001; Steven C. H. Hoi; Xian-Sheng Hua 001; Yongdong Zhang 001 (ACM Trans. Intell. Syst. Technol., 2014)

Cloud-Based Mobile Experience Sharing Through Automatic Multimedia Blogging. - Hongzhi Li; Xian-Sheng Hua 001 (Mobile Cloud Visual Media Computing, 2015)

Exploiting On-Device Image Classification for Energy Efficiency in Ambient-Aware Systems. - Mohammed Shoaib; Swagath Venkataramani; Xian-Sheng Hua 001; Jie Liu 001; Jin Li 001 (Mobile Cloud Visual Media Computing, 2015)

Prajna: Towards Recognizing Whatever You Want from Images without Image Labeling. - Xian-Sheng Hua 001; Jin Li 001 (AAAI, 2015)

SAPPHIRE: an always-on context-aware computer vision system for portable devices. - Swagath Venkataramani; Victor Bahl; Xian-Sheng Hua 001; Jie Liu 001; Jin Li 001; Matthai Philipose; Bodhi Priyantha; Mohammed Shoaib (DATE, 2015)

Automatic Preview Frame Selection for Online Videos. - Boyan Zhang; Zhiyong Wang 001; Dacheng Tao; Xian-Sheng Hua 001; David Dagan Feng (DICTA, 2015)

Social Friend Recommendation Based on Network Correlation and Feature Co-Clustering. - Shangrong Huang; Jian Zhang 002; Shiyang Lu; Xian-Sheng Hua 001 (ICMR, 2015)

TapTell: Interactive visual search for mobile task recommendation. - Ning Zhang 023; Tao Mei 001; Xian-Sheng Hua 001; Ling Guan; Shipeng Li 001 (J. Vis. Commun. Image Represent., 2015)

Learning Visual Semantic Relationships for Efficient Visual Retrieval. - Richang Hong; Yang Yang 002; Meng Wang 001; Xian-Sheng Hua 001 (IEEE Trans. Big Data, 2015)

Introduction to the Special Section on Visual Computing in the Cloud: Fundamentals and Applications. - Jiangchuan Liu; Wenwu Zhu 001; Touradj Ebrahimi; John G. Apostolopoulos; Xian-Sheng Hua 001; Chuan Wu 001 (IEEE Trans. Circuits Syst. Video Technol., 2015)

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

Deep CTR Prediction in Display Advertising. - Junxuan Chen; Baigui Sun; Hao Li 030; Hongtao Lu 001; Xian-Sheng Hua 001 (ACM Multimedia, 2016)

Video eCommerce: Towards Online Video Advertising. - Zhi-Qi Cheng; Yang Liu 155; Xiao Wu 001; Xian-Sheng Hua 001 (ACM Multimedia, 2016)

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

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

Social Friend Recommendation Based on Multiple Network Correlation. - Shangrong Huang; Jian Zhang 002; Lei Wang 001; Xian-Sheng Hua 001 (IEEE Trans. Multim., 2016)

Video2Shop: Exact Matching Clothes in Videos to Online Shopping Images. - Zhi-Qi Cheng; Xiao Wu 001; Yang Liu 155; Xian-Sheng Hua 001 (CVPR, 2017)

Spatiotemporal Multi-Task Network for Human Activity Understanding. - Yao Liu 014; Jianqiang Huang 001; Chang Zhou; Deng Cai 001; Xian-Sheng Hua 001 (ACM Multimedia (Thematic Workshops), 2017)

Deep Siamese Network with Multi-level Similarity Perception for Person Re-identification. - Chen Shen 003; Zhongming Jin 001; Yiru Zhao; Zhihang Fu; Rongxin Jiang 001; Yaowu Chen; Xian-Sheng Hua 001 (ACM Multimedia, 2017)

Learning Feature Embedding with Strong Neural Activations for Fine-Grained Retrieval. - Chen Shen 003; Chang Zhou; Zhongming Jin 001; Wenqing Chu; Rongxin Jiang 001; Yaowu Chen; Xian-Sheng Hua 001 (ACM Multimedia (Thematic Workshops), 2017)

Layout Style Modeling for Automating Banner Design. - Yunke Zhang; Kangkang Hu; Peiran Ren; Changyuan Yang; Weiwei Xu 003; Xian-Sheng Hua 001 (ACM Multimedia (Thematic Workshops), 2017)

Stylized Adversarial AutoEncoder for Image Generation. - Yiru Zhao; Bing Deng; Jianqiang Huang 001; Hongtao Lu 001; Xian-Sheng Hua 001 (ACM Multimedia, 2017)

Spatio-Temporal AutoEncoder for Video Anomaly Detection. - Yiru Zhao; Bing Deng; Chen Shen 003; Yao Liu 014; Hongtao Lu 001; Xian-Sheng Hua 001 (ACM Multimedia, 2017)

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

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

Video eCommerce++: Toward Large Scale Online Video Advertising. - Zhi-Qi Cheng; Xiao Wu 001; Yang Liu 155; Xian-Sheng Hua 001 (IEEE Trans. Multim., 2017)

Two-Stage Friend Recommendation Based on Network Alignment and Series Expansion of Probabilistic Topic Model. - Shangrong Huang; Jian Zhang 002; Dan Schonfeld; Lei Wang 001; Xian-Sheng Hua 001 (IEEE Trans. Multim., 2017)

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

Foreground Gated Network for Surveillance Object Detection. - Zhihang Fu; Chang Zhou; Hongwei Yong; Rongxin Jiang 001; Xiang Tian 002; Yaowu Chen; Xian-Sheng Hua 001 (BigMM, 2018)

Global Versus Localized Generative Adversarial Nets. - Guo-Jun Qi; Liheng Zhang; Hao Hu 010; Marzieh Edraki; Jingdong Wang 001; Xian-Sheng Hua 001 (CVPR, 2018)

An Adversarial Approach to Hard Triplet Generation. - Yiru Zhao; Zhongming Jin 001; Guo-Jun Qi; Hongtao Lu 001; Xian-Sheng Hua 001 (ECCV (9), 2018)

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

Previewer for Multi-Scale Object Detector. - Zhihang Fu; Zhongming Jin 001; Guo-Jun Qi; Chen Shen 003; Rongxin Jiang 001; Yaowu Chen; Xian-Sheng Hua 001 (ACM Multimedia, 2018)

Challenges and Practices of Large Scale Visual Intelligence in the Real-World. - Xian-Sheng Hua 001 (ACM Multimedia, 2018)

Session details: Multimodal-1 (Multimodal Reasoning). - Xian-Sheng Hua 001 (ACM Multimedia, 2018)

Session details: Multimodal-2 (Cross-Modal Translation). - Xian-Sheng Hua 001 (ACM Multimedia, 2018)

Local Convolutional Neural Networks for Person Re-Identification. - Jiwei Yang; Xu Shen 001; Xinmei Tian 001; Houqiang Li; Jianqiang Huang 001; Xian-Sheng Hua 001 (ACM Multimedia, 2018)

The City Brain: Towards Real-Time Search for the Real-World. - Xian-Sheng Hua 001 (SIGIR, 2018)

Video2Shop: Exactly Matching Clothes in Videos to Online Shopping Images. - Zhi-Qi Cheng; Xiao Wu 001; Yang Liu 155; Xian-Sheng Hua 001 (CoRR, 2018)

Dynamic Spatio-temporal Graph-based CNNs for Traffic Prediction. - Menglin Wang 001; Baisheng Lai; Zhongming Jin 001; Xiaojin Gong; Jianqiang Huang 001; Xiansheng Hua 001 (CoRR, 2018)

Deep Active Learning for Video-based Person Re-identification. - Menglin Wang 001; Baisheng Lai; Zhongming Jin 001; Xiaojin Gong; Jianqiang Huang 001; Xiansheng Hua 001 (CoRR, 2018)

Multi-Task Vehicle Detection With Region-of-Interest Voting. - Wenqing Chu; Yao Liu 014; Chen Shen 003; Deng Cai 001; Xian-Sheng Hua 001 (IEEE Trans. Image Process., 2018)

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

Video Content Structure. - Xian-Sheng Hua 001; Meng Wang 001 (Encyclopedia of Database Systems (2nd ed.), 2018)

A Multi-Task Learning Framework for Extracting Bacteria Biotope Information. - Qi Zhang; Chao Liu; Ying Chi; Xuansong Xie; Xian-Sheng Hua 001 (BioNLP-OST@EMNLP-IJNCLP, 2019)

Concept Detection based on Multi-label Classification and Image Captioning Approach - DAMO at ImageCLEF 2019. - Jing Xu; Wei Liu 127; Chao Liu; Yu Wang 108; Ying Chi; Xuansong Xie; Xian-Sheng Hua 001 (CLEF (Working Notes), 2019)

Quantization Networks. - Jiwei Yang; Xu Shen 001; Jun Xing; Xinmei Tian 001; Houqiang Li; Bing Deng; Jianqiang Huang 001; Xian-Sheng Hua 001 (CVPR, 2019)

Attribute-Driven Feature Disentangling and Temporal Aggregation for Video Person Re-Identification. - Yiru Zhao; Xu Shen 001; Zhongming Jin 001; Hongtao Lu 001; Xian-Sheng Hua 001 (CVPR, 2019)

Dynamic Anchor Feature Selection for Single-Shot Object Detection. - Shuai Li 014; Lingxiao Yang; Jianqiang Huang 001; Xian-Sheng Hua 001; Lei Zhang 006 (ICCV, 2019)

Homocentric Hypersphere Feature Embedding for Person Re-Identification. - Wangmeng Xiang; Jianqiang Huang 001; Xianbiao Qi; Xiansheng Hua 001; Lei Zhang 006 (ICIP, 2019)

Progressive Transfer Learning for Person Re-identification. - Zhengxu Yu; Zhongming Jin 001; Long Wei; Jishun Guo; Jianqiang Huang 001; Deng Cai 001; Xiaofei He 001; Xian-Sheng Hua 001 (IJCAI, 2019)

Volume R-CNN: Unified Framework for CT Object Detection and Instance Segmentation. - Yun Chen; Junxuan Chen; Bo Xiao; Zhengfang Wu; Ying Chi; Xuansong Xie; Xian-Sheng Hua 001 (ISBI, 2019)

Automated Segmentation Of Pulmonary Lobes Using Coordination-Guided Deep Neural Networks. - Wenjia Wang; Junxuan Chen; Jie Zhao 009; Ying Chi; Xuansong Xie; Li Zhang 047; Xian-Sheng Hua 001 (ISBI, 2019)

Discriminative Coronary Artery Tracking via 3D CNN in Cardiac CT Angiography. - Han Yang 009; Junxuan Chen; Ying Chi; Xuansong Xie; Xiansheng Hua 001 (MICCAI (2), 2019)

Towards Self-similarity Consistency and Feature Discrimination for Unsupervised Domain Adaptation. - Chao Chen 026; Zhihang Fu; Zhihong Chen; Zhaowei Cheng; Xinyu Jin; Xian-Sheng Hua 001 (CoRR, 2019)

Sharp Attention Network via Adaptive Sampling for Person Re-Identification. - Chen Shen 003; Guo-Jun Qi; Rongxin Jiang 001; Zhongming Jin 001; Hongwei Yong; Yaowu Chen; Xian-Sheng Hua 001 (IEEE Trans. Circuits Syst. Video Technol., 2019)

Foreground Gating and Background Refining Network for Surveillance Object Detection. - Zhihang Fu; Yaowu Chen; Hongwei Yong; Rongxin Jiang 001; Lei Zhang 006; Xian-Sheng Hua 001 (IEEE Trans. Image Process., 2019)

Panoramic Background Image Generation for PTZ Cameras. - Hongwei Yong; Jianqiang Huang 001; Wangmeng Xiang; Xiansheng Hua 001; Lei Zhang 006 (IEEE Trans. Image Process., 2019)

Multi-level Similarity Perception Network for Person Re-identification. - Chen Shen 003; Zhongming Jin 001; Wenqing Chu; Rongxin Jiang 001; Yaowu Chen; Guo-Jun Qi; Xian-Sheng Hua 001 (ACM Trans. Multim. Comput. Commun. Appl., 2019)

HoMM: Higher-Order Moment Matching for Unsupervised Domain Adaptation. - Chao Chen 026; Zhihang Fu; Zhihong Chen; Sheng Jin 002; Zhaowei Cheng; Xinyu Jin; Xian-Sheng Hua 001 (AAAI, 2020)

SSAH: Semi-Supervised Adversarial Deep Hashing with Self-Paced Hard Sample Generation. - Sheng Jin 002; Shangchen Zhou; Yao Liu 014; Chao Chen 026; Xiaoshuai Sun; Hongxun Yao; Xian-Sheng Hua 001 (AAAI, 2020)

Part-Aware Attention Network for Person Re-identification. - Wangmeng Xiang; Jianqiang Huang 001; Xian-Sheng Hua 001; Lei Zhang 006 (ACCV (4), 2020)

Second-Order Camera-Aware Color Transformation for Cross-Domain Person Re-identification. - Wangmeng Xiang; Hongwei Yong; Jianqiang Huang 001; Xian-Sheng Hua 001; Lei Zhang 006 (ACCV (2), 2020)

CPR-GCN: Conditional Partial-Residual Graph Convolutional Network in Automated Anatomical Labeling of Coronary Arteries. - Han Yang 009; Xingjian Zhen; Ying Chi; Lei Zhang 006; Xian-Sheng Hua 001 (CVPR, 2020)

SLV: Spatial Likelihood Voting for Weakly Supervised Object Detection. - Ze Chen 001; Zhihang Fu; Rongxin Jiang 001; Yaowu Chen; Xian-Sheng Hua 001 (CVPR, 2020)

Structure Aware Single-Stage 3D Object Detection From Point Cloud. - Chenhang He; Hui Zeng 001; Jianqiang Huang 001; Xian-Sheng Hua 001; Lei Zhang 006 (CVPR, 2020)

Boosting Semantic Human Matting With Coarse Annotations. - Jinlin Liu; Yuan Yao 013; Wendi Hou; Miaomiao Cui; Xuansong Xie; Changshui Zhang; Xian-Sheng Hua 001 (CVPR, 2020)

Gradient Centralization: A New Optimization Technique for Deep Neural Networks. - Hongwei Yong; Jianqiang Huang 001; Xiansheng Hua 001; Lei Zhang 006 (ECCV (1), 2020)

Momentum Batch Normalization for Deep Learning with Small Batch Size. - Hongwei Yong; Jianqiang Huang 001; Deyu Meng; Xian-Sheng Hua 001; Lei Zhang 006 (ECCV (12), 2020)

Feature Pyramid Transformer. - Dong Zhang; Hanwang Zhang; Jinhui Tang 001; Meng Wang 001; Xiansheng Hua 001; Qianru Sun (ECCV (28), 2020)

Multi-Dimensional Contract-Matching for Federated Learning in UAV-Enabled Internet of Vehicles. - Wei Yang Bryan Lim; Jianqiang Huang 001; Zehui Xiong; Jiawen Kang 001; Dusit Niyato; Xian-Sheng Hua 001; Cyril Leung; Chunyan Miao (GLOBECOM, 2020)

Communication-Efficient Federated Learning in UAV-enabled IoV: A Joint Auction-Coalition Approach. - Jer Shyuan Ng; Wei Yang Bryan Lim; Hong-Ning Dai; Zehui Xiong; Jianqiang Huang 001; Dusit Niyato; Xian-Sheng Hua 001; Cyril Leung; Chunyan Miao (GLOBECOM, 2020)

Adversarial Mutual Information for Text Generation. - Boyuan Pan; Yazheng Yang; Kaizhao Liang; Bhavya Kailkhura; Zhongming Jin 001; Xian-Sheng Hua 001; Deng Cai 001; Bo Li 026 (ICML, 2020)

MaCAR: Urban Traffic Light Control via Active Multi-agent Communication and Action Rectification. - Zhengxu Yu; Shuxian Liang; Long Wei; Zhongming Jin 001; Jianqiang Huang 001; Deng Cai 001; Xiaofei He 001; Xian-Sheng Hua 001 (IJCAI, 2020)

Optimizing Filter-bank Canonical Correlation Analysis for fast response SSVEP Brain-Computer Interface (BCI). - Aung Aung Phyo Wai; Heng Guo; Ying Chi; Lei Zhang 006; Xian-Sheng Hua 001; Cuntai Guan (IJCNN, 2020)

Training Liver Vessel Segmentation Deep Neural Networks on Noisy Labels from Contrast CT Imaging. - Minfeng Xu; Yu Wang 108; Ying Chi; Xiansheng Hua 001 (ISBI, 2020)

Weakly Supervised Organ Localization with Attention Maps Regularized by Local Area Reconstruction. - Heng Guo; Minfeng Xu; Ying Chi; Lei Zhang 006; Xian-Sheng Hua 001 (MICCAI (1), 2020)

Landmarks Detection with Anatomical Constraints for Total Hip Arthroplasty Preoperative Measurements. - Wei Liu 127; Yu Wang 108; Tao Jiang; Ying Chi; Lei Zhang 006; Xian-Sheng Hua 001 (MICCAI (4), 2020)

PyRetri: A PyTorch-based Library for Unsupervised Image Retrieval by Deep Convolutional Neural Networks. - Benyi Hu; Ren-Jie Song; Xiu-Shen Wei; Yazhou Yao; Xian-Sheng Hua 001; Yuehu Liu (ACM Multimedia, 2020)

Spatio-Temporal Inception Graph Convolutional Networks for Skeleton-Based Action Recognition. - Zhen Huang 007; Xu Shen 001; Xinmei Tian 001; Houqiang Li; Jianqiang Huang 001; Xian-Sheng Hua 001 (ACM Multimedia, 2020)

CRSSC: Salvage Reusable Samples from Noisy Data for Robust Learning. - Zeren Sun; Xian-Sheng Hua 001; Yazhou Yao; Xiu-Shen Wei; Guosheng Hu; Jian Zhang 002 (ACM Multimedia, 2020)

PCPL: Predicate-Correlation Perception Learning for Unbiased Scene Graph Generation. - Shaotian Yan; Chen Shen 003; Zhongming Jin 001; Jianqiang Huang 001; Rongxin Jiang 001; Yaowu Chen; Xian-Sheng Hua 001 (ACM Multimedia, 2020)

Bridging the Web Data and Fine-Grained Visual Recognition via Alleviating Label Noise and Domain Mismatch. - Yazhou Yao; Xiansheng Hua 001; Guanyu Gao; Zeren Sun; Zhibin Li 002; Jian Zhang 002 (ACM Multimedia, 2020)

Interventional Few-Shot Learning. - Zhongqi Yue; Hanwang Zhang; Qianru Sun; Xian-Sheng Hua 001 (NeurIPS, 2020)

Causal Intervention for Weakly-Supervised Semantic Segmentation. - Dong Zhang; Hanwang Zhang; Jinhui Tang 001; Xian-Sheng Hua 001; Qianru Sun (NeurIPS, 2020)

Incentive Mechanism Design for Federated Learning in the Internet of Vehicles. - Wei Yang Bryan Lim; Zehui Xiong; Dusit Niyato; Jianqiang Huang 001; Xian-Sheng Hua 001; Chunyan Miao (VTC Fall, 2020)

Dynamic Spatio-Temporal Graph-Based CNNs for Traffic Flow Prediction. - Ken Chen 005; Fei Chen; Baisheng Lai; Zhongming Jin 001; Yong Liu 041; Kai Li 047; Long Wei; Pengfei Wang 008; Yandong Tang; Jianqiang Huang 001; Xian-Sheng Hua 001 (IEEE Access, 2020)

A Survey on Deep Hashing Methods. - Xiao Luo 001; Chong Chen 002; Huasong Zhong; Hao Zhang; Minghua Deng; Jianqiang Huang 001; Xiansheng Hua 001 (CoRR, 2020)

Stable Learning via Causality-based Feature Rectification. - Zhengxu Yu; Pengfei Wang 008; Junkai Xu; Liang Xie 003; Zhongming Jin 001; Jianqiang Huang 001; Xiaofei He 001; Deng Cai 001; Xian-Sheng Hua 001 (CoRR, 2020)

Salvage Reusable Samples from Noisy Data for Robust Learning. - Zeren Sun; Xian-Sheng Hua 001; Yazhou Yao; Xiu-Shen Wei; Guosheng Hu; Jian Zhang 002 (CoRR, 2020)

Deep Robust Clustering by Contrastive Learning. - Huasong Zhong; Chong Chen 002; Zhongming Jin 001; Xian-Sheng Hua 001 (CoRR, 2020)

Apparel-invariant Feature Learning for Apparel-changed Person Re-identification. - Zhengxu Yu; Yilun Zhao 001; Bin Hong; Zhongming Jin 001; Jianqiang Huang 001; Deng Cai 001; Xiaofei He 001; Xian-Sheng Hua 001 (CoRR, 2020)

CIMON: Towards High-quality Hash Codes. - Xiao Luo 001; Daqing Wu; Zeyu Ma 001; Chong Chen 002; Huasong Zhong; Minghua Deng; Jianqiang Huang 001; Xian-Sheng Hua 001 (CoRR, 2020)

FGAGT: Flow-Guided Adaptive Graph Tracking. - Chaobing Shan; Chunbo Wei; Bing Deng; Jianqiang Huang 001; Xian-Sheng Hua 001; Xiaoliang Cheng; Kewei Liang (CoRR, 2020)

Learning to Generate Content-Aware Dynamic Detectors. - Junyi Feng; Jiashen Hua; Baisheng Lai; Jianqiang Huang 001; Xi Li 001; Xian-Sheng Hua 001 (CoRR, 2020)

Decouple co-adaptation: Classifier randomization for person re-identification. - Long Wei; Zhenyong Wei; Zhongming Jin 001; Qianxiao Wei; Jianqiang Huang 001; Xian-Sheng Hua 001; Deng Cai 001; Xiaofei He 001 (Neurocomputing, 2020)

Deep Saliency Hashing for Fine-Grained Retrieval. - Sheng Jin 002; Hongxun Yao; Xiaoshuai Sun; Shangchen Zhou; Lei Zhang 006; Xian-Sheng Hua 001 (IEEE Trans. Image Process., 2020)

SIF: Self-Inspirited Feature Learning for Person Re-Identification. - Long Wei; Zhenyong Wei; Zhongming Jin 001; Zhengxu Yu; Jianqiang Huang 001; Deng Cai 001; Xiaofei He 001; Xian-Sheng Hua 001 (IEEE Trans. Image Process., 2020)

Concentrated Local Part Discovery With Fine-Grained Part Representation for Person Re-Identification. - Chaoqun Wan; Yue Wu; Xinmei Tian 001; Jianqiang Huang 001; Xian-Sheng Hua 001 (IEEE Trans. Multim., 2020)

Camera-Aware Proxies for Unsupervised Person Re-Identification. - Menglin Wang 001; Baisheng Lai; Jianqiang Huang 001; Xiaojin Gong; Xian-Sheng Hua 001 (AAAI, 2021)

Asynchronous Teacher Guided Bit-wise Hard Mining for Online Hashing. - Sheng Jin 002; Qin Zhou 002; Hongxun Yao; Yao Liu 014; Xian-Sheng Hua 001 (AAAI, 2021)

Category Dictionary Guided Unsupervised Domain Adaptation for Object Detection. - Shuai Li 014; Jianqiang Huang 001; Xian-Sheng Hua 001; Lei Zhang 006 (AAAI, 2021)

Traffic Flow Prediction with Vehicle Trajectories. - Mingqian Li; Panrong Tong; Mo Li 001; Zhongming Jin 001; Jianqiang Huang 001; Xian-Sheng Hua 001 (AAAI, 2021)

SpineOne: A One-Stage Detection Framework for Degenerative Discs and Vertebrae. - Jiabo He; Wei Liu 127; Yu Wang 108; Xingjun Ma; Xian-Sheng Hua 001 (BIBM, 2021)

Partial Person Re-Identification With Part-Part Correspondence Learning. - Tianyu He; Xu Shen 001; Jianqiang Huang 001; Zhibo Chen 001; Xian-Sheng Hua 001 (CVPR, 2021)

Distilling Causal Effect of Data in Class-Incremental Learning. - Xinting Hu; Kaihua Tang; Chunyan Miao; Xian-Sheng Hua 001; Hanwang Zhang (CVPR, 2021)

Revisiting Knowledge Distillation: An Inheritance and Exploration Framework. - Zhen Huang 007; Xu Shen 001; Jun Xing; Tongliang Liu; Xinmei Tian 001; Houqiang Li; Bing Deng; Jianqiang Huang 001; Xian-Sheng Hua 001 (CVPR, 2021)

Counterfactual VQA: A Cause-Effect Look at Language Bias. - Yulei Niu; Kaihua Tang; Hanwang Zhang; Zhiwu Lu 001; Xian-Sheng Hua 001; Ji-Rong Wen (CVPR, 2021)

DCT-Mask: Discrete Cosine Transform Mask Representation for Instance Segmentation. - Xing Shen; Jirui Yang; Chunbo Wei; Bing Deng; Jianqiang Huang 001; Xian-Sheng Hua 001; Xiaoliang Cheng; Kewei Liang (CVPR, 2021)

Interactive Self-Training With Mean Teachers for Semi-Supervised Object Detection. - Qize Yang; Xihan Wei; Biao Wang; Xian-Sheng Hua 001; Lei Zhang 006 (CVPR, 2021)

Counterfactual Zero-Shot and Open-Set Visual Recognition. - Zhongqi Yue; Tan Wang; Qianru Sun; Xian-Sheng Hua 001; Hanwang Zhang (CVPR, 2021)

Dense Interaction Learning for Video-based Person Re-identification. - Tianyu He; Xin Jin 014; Xu Shen 001; Jianqiang Huang 001; Zhibo Chen 001; Xian-Sheng Hua 001 (ICCV, 2021)

3D Local Convolutional Neural Networks for Gait Recognition. - Zhen Huang 007; Dixiu Xue; Xu Shen 001; Xinmei Tian 001; Houqiang Li; Jianqiang Huang 001; Xian-Sheng Hua 001 (ICCV, 2021)

Video Object Segmentation with Dynamic Memory Networks and Adaptive Object Alignment. - Shuxian Liang; Xu Shen 001; Jianqiang Huang 001; Xian-Sheng Hua 001 (ICCV, 2021)

Improving 3D Object Detection with Channel-wise Transformer. - Hualian Sheng; Sijia Cai; Yuan Liu 017; Bing Deng; Jianqiang Huang 001; Xian-Sheng Hua 001; Min-Jian Zhao (ICCV, 2021)

Transporting Causal Mechanisms for Unsupervised Domain Adaptation. - Zhongqi Yue; Qianru Sun; Xian-Sheng Hua 001; Hanwang Zhang (ICCV, 2021)

Self-Regulation for Semantic Segmentation. - Dong Zhang; Hanwang Zhang; Jinhui Tang 001; Xian-Sheng Hua 001; Qianru Sun (ICCV, 2021)

Graph Contrastive Clustering. - Huasong Zhong; Jianlong Wu; Chong Chen 002; Jianqiang Huang 001; Minghua Deng; Liqiang Nie; Zhouchen Lin; Xian-Sheng Hua 001 (ICCV, 2021)

CIMON: Towards High-quality Hash Codes. - Xiao Luo 001; Daqing Wu; Zeyu Ma 001; Chong Chen 002; Minghua Deng; Jinwen Ma; Zhongming Jin 001; Jianqiang Huang 001; Xian-Sheng Hua 001 (IJCAI, 2021)

A Statistical Approach to Mining Semantic Similarity for Deep Unsupervised Hashing. - Xiao Luo 001; Daqing Wu; Zeyu Ma 001; Chong Chen 002; Minghua Deng; Jianqiang Huang 001; Xian-Sheng Hua 001 (ACM Multimedia, 2021)

Pairwise VLAD Interaction Network for Video Question Answering. - Hui Wang 079; Dan Guo 001; Xian-Sheng Hua 001; Meng Wang 001 (ACM Multimedia, 2021)

Attention-guided Temporally Coherent Video Object Matting. - Yunke Zhang; Chi Wang 004; Miaomiao Cui; Peiran Ren; Xuansong Xie; Xian-Sheng Hua 001; Hujun Bao; Qixing Huang; Weiwei Xu 003 (ACM Multimedia, 2021)

Large-scale vehicle trajectory reconstruction with camera sensing network. - Panrong Tong; Mingqian Li; Mo Li 001; Jianqiang Huang 001; Xiansheng Hua 001 (MobiCom, 2021)

$ alpha$-IoU: A Family of Power Intersection over Union Losses for Bounding Box Regression. - Jiabo He; Sarah M. Erfani; Xingjun Ma; James Bailey 001; Ying Chi; Xian-Sheng Hua 001 (NeurIPS, 2021)

Towards Precise Intra-camera Supervised Person Re-Identification. - Menglin Wang 001; Baisheng Lai; Haokun Chen; Jianqiang Huang 001; Xiaojin Gong; Xian-Sheng Hua 001 (WACV, 2021)

Graph-Induced Contrastive Learning for Intra-Camera Supervised Person Re-Identification. - Menglin Wang 001; Baisheng Lai; Jianqiang Huang 001; Xiaojin Gong; Xian-Sheng Hua 001 (IEEE Access, 2021)

Active Boundary Loss for Semantic Segmentation. - Chi Wang 004; Yunke Zhang; Miaomiao Cui; Jinlin Liu; Peiran Ren; Yin Yang 002; Xuansong Xie; XianSheng Hua 001; Hujun Bao; Weiwei Xu 003 (CoRR, 2021)

Half-Real Half-Fake Distillation for Class-Incremental Semantic Segmentation. - Zilong Huang; Wentian Hao; Xinggang Wang; Mingyuan Tao; Jianqiang Huang 001; Wenyu Liu 001; Xian-Sheng Hua 001 (CoRR, 2021)

Discriminative-Generative Dual Memory Video Anomaly Detection. - Xin Guo 006; Zhongming Jin 001; Chong Chen 002; Helei Nie; Jianqiang Huang 001; Deng Cai 001; Xiaofei He 001; Xiansheng Hua 001 (CoRR, 2021)

Attention-guided Temporal Coherent Video Object Matting. - Yunke Zhang; Chi Wang 004; Miaomiao Cui; Peiran Ren; Xuansong Xie; Xian-Sheng Hua 001; Hujun Bao; Qixing Huang; Weiwei Xu 003 (CoRR, 2021)

Criterion-based Heterogeneous Collaborative Filtering for Multi-behavior Implicit Recommendation. - Xiao Luo 001; Daqing Wu; Chong Chen 002; Jinwen Ma; Minghua Deng; Chen Shen 003; Jianqiang Huang 001; Xian-Sheng Hua 001 (CoRR, 2021)

Aug3D-RPN: Improving Monocular 3D Object Detection by Synthetic Images with Virtual Depth. - Chenhang He; Jianqiang Huang 001; Xian-Sheng Hua 001; Lei Zhang 006 (CoRR, 2021)

Density-Based Clustering with Kernel Diffusion. - Chao Zheng; Yingjie Chen; Chong Chen 002; Jianqiang Huang 001; Xian-Sheng Hua 001 (CoRR, 2021)

PANet: Perspective-Aware Network with Dynamic Receptive Fields and Self-Distilling Supervision for Crowd Counting. - Xiaoshuang Chen; Yiru Zhao; Yu Qin; Fei Jiang 006; Mingyuan Tao; Xiansheng Hua 001; Hongtao Lu 001 (CoRR, 2021)

Meta Clustering Learning for Large-scale Unsupervised Person Re-identification. - Xin Jin 014; Tianyu He; Zhiheng Yin; Xu Shen 001; Tongliang Liu; Xinchao Wang; Jianqiang Huang 001; Xian-Sheng Hua 001; Zhibo Chen 001 (CoRR, 2021)

Spatial likelihood voting with self-knowledge distillation for weakly supervised object detection. - Ze Chen 001; Zhihang Fu; Jianqiang Huang 001; Mingyuan Tao; Rongxin Jiang 001; Xiang Tian 002; Yaowu Chen; Xian-Sheng Hua 001 (Image Vis. Comput., 2021)

Coarse-to-Fine Semantic Alignment for Cross-Modal Moment Localization. - Yupeng Hu 003; Liqiang Nie; Meng Liu 006; Kun Wang 039; Yinglong Wang 001; Xian-Sheng Hua 001 (IEEE Trans. Image Process., 2021)

Unsupervised Discrete Hashing With Affinity Similarity. - Sheng Jin 002; Hongxun Yao; Qin Zhou 002; Yao Liu 014; Jianqiang Huang 001; Xian-Sheng Hua 001 (IEEE Trans. Image Process., 2021)

Towards Fine-Grained Human Pose Transfer With Detail Replenishing Network. - Lingbo Yang; Pan Wang 008; Chang Liu 047; Zhanning Gao; Peiran Ren; Xinfeng Zhang 001; Shanshe Wang; Siwei Ma 001; Xian-Sheng Hua 001; Wen Gao 001 (IEEE Trans. Image Process., 2021)

Towards Federated Learning in UAV-Enabled Internet of Vehicles: A Multi-Dimensional Contract-Matching Approach. - Wei Yang Bryan Lim; Jianqiang Huang 001; Zehui Xiong; Jiawen Kang 001; Dusit Niyato; Xian-Sheng Hua 001; Cyril Leung; Chunyan Miao (IEEE Trans. Intell. Transp. Syst., 2021)

Joint Auction-Coalition Formation Framework for Communication-Efficient Federated Learning in UAV-Enabled Internet of Vehicles. - Jer Shyuan Ng; Wei Yang Bryan Lim; Hong-Ning Dai; Zehui Xiong; Jianqiang Huang 001; Dusit Niyato; Xian-Sheng Hua 001; Cyril Leung; Chunyan Miao (IEEE Trans. Intell. Transp. Syst., 2021)

Self-Adaptive Neural Module Transformer for Visual Question Answering. - Huasong Zhong; Jingyuan Chen; Chen Shen 003; Hanwang Zhang; Jianqiang Huang 001; Xian-Sheng Hua 001 (IEEE Trans. Multim., 2021)

DecorIn: An Automatic Method for Plane-Based Decorating. - Yuan Liang; Lubin Fan; Peiran Ren; Xuansong Xie; Xian-Sheng Hua 001 (IEEE Trans. Vis. Comput. Graph., 2021)

Active Boundary Loss for Semantic Segmentation. - Chi Wang 004; Yunke Zhang; Miaomiao Cui; Peiran Ren; Yin Yang 002; Xuansong Xie; Xian-Sheng Hua 001; Hujun Bao; Weiwei Xu 003 (AAAI, 2022)

Cross-Domain Empirical Risk Minimization for Unbiased Long-Tailed Classification. - Beier Zhu; Yulei Niu; Xian-Sheng Hua 001; Hanwang Zhang (AAAI, 2022)

SP-ViT: Learning 2D Spatial Priors for Vision Transformers. - Yuxuan Zhou 004; Wangmeng Xiang; Chao Li 034; Biao Wang; Xihan Wei; Lei Zhang 006; Margret Keuper; Xian-Sheng Hua 001 (BMVC, 2022)

Dense Learning based Semi-Supervised Object Detection. - Binghui Chen; Pengyu Li; Xiang Chen; Biao Wang; Lei Zhang 006; Xian-Sheng Hua 001 (CVPR, 2022)

Class Re-Activation Maps for Weakly-Supervised Semantic Segmentation. - Zhaozheng Chen; Tan Wang; Xiongwei Wu; Xian-Sheng Hua 001; Hanwang Zhang; Qianru Sun (CVPR, 2022)

Homography Loss for Monocular 3D Object Detection. - Jiaqi Gu 004; Bojian Wu; Lubin Fan; Jianqiang Huang 001; Shen Cao; Zhiyu Xiang; Xian-Sheng Hua 001 (CVPR, 2022)

Online Convolutional Reparameterization. - Mu Hu; Junyi Feng; Jiashen Hua; Baisheng Lai; Jianqiang Huang 001; Xiaojin Gong; Xiansheng Hua 001 (CVPR, 2022)

Structural and Statistical Texture Knowledge Distillation for Semantic Segmentation. - Deyi Ji; Haoran Wang; Mingyuan Tao; Jianqiang Huang 001; Xian-Sheng Hua 001; Hongtao Lu 001 (CVPR, 2022)

Cloth-Changing Person Re-identification from A Single Image with Gait Prediction and Regularization. - Xin Jin 014; Tianyu He; Kecheng Zheng; Zhiheng Yin; Xu Shen 001; Zhen Huang 007; Ruoyu Feng 001; Jianqiang Huang 001; Zhibo Chen 001; Xian-Sheng Hua 001 (CVPR, 2022)

NTIRE 2022 Challenge on Efficient Super-Resolution: Methods and Results. - Yawei Li 001; Kai Zhang 008; Radu Timofte; Luc Van Gool; Fangyuan Kong; Mingxi Li; Songwei Liu; Zongcai Du; Ding Liu 001; Chenhui Zhou; Jingyi Chen; Qingrui Han; et al. (CVPR Workshops, 2022)

Unpaired Cartoon Image Synthesis via Gated Cycle Mapping. - Yifang Men; Yuan Yao 013; Miaomiao Cui; Zhouhui Lian; Xuansong Xie; Xian-Sheng Hua 001 (CVPR, 2022)

Meta Convolutional Neural Networks for Single Domain Generalization. - Chaoqun Wan; Xu Shen 001; Yonggang Zhang 003; Zhiheng Yin; Xinmei Tian 001; Feng Gao; Jianqiang Huang 001; Xian-Sheng Hua 001 (CVPR, 2022)

CDAD: A Common Daily Action Dataset with Collected Hard Negative Samples. - Wangmeng Xiang; Chao Li 034; Ke Li 004; Biao Wang; Xian-Sheng Hua 001; Lei Zhang 006 (CVPR Workshops, 2022)

Balanced and Hierarchical Relation Learning for One-shot Object Detection. - Hanqing Yang 002; Sijia Cai; Hualian Sheng; Bing Deng; Jianqiang Huang 001; Xian-Sheng Hua 001; Yong Tang; Yu Zhang 018 (CVPR, 2022)

Unleashing the Potential of Adaptation Models via Go-getting Domain Labels. - Xin Jin 014; Tianyu He; Xu Shen 001; Songhua Wu; Tongliang Liu; Jingwen Ye; Xinchao Wang; Jianqiang Huang 001; Zhibo Chen 001; Xian-Sheng Hua 001 (ECCV Workshops (8), 2022)

Box-Supervised Instance Segmentation with Level Set Evolution. - Wentong Li 001; Wenyu Liu 001; Jianke Zhu; Miaomiao Cui; Xian-Sheng Hua 001; Lei Zhang 006 (ECCV (29), 2022)

Delving into Details: Synopsis-to-Detail Networks for Video Recognition. - Shuxian Liang; Xu Shen 001; Jianqiang Huang 001; Xian-Sheng Hua 001 (ECCV (4), 2022)

Class Is Invariant to Context and Vice Versa: On Learning Invariance for Out-Of-Distribution Generalization. - Jiaxin Qi; Kaihua Tang; Qianru Sun; Xian-Sheng Hua 001; Hanwang Zhang (ECCV (25), 2022)

Rethinking IoU-based Optimization for Single-stage 3D Object Detection. - Hualian Sheng; Sijia Cai; Na Zhao 004; Bing Deng; Jianqiang Huang 001; Xian-Sheng Hua 001; Minjian Zhao; Gim Hee Lee (ECCV (9), 2022)

Spatiotemporal Self-attention Modeling with Temporal Patch Shift for Action Recognition. - Wangmeng Xiang; Chao Li 034; Biao Wang; Xihan Wei; Xian-Sheng Hua 001; Lei Zhang 006 (ECCV (3), 2022)

Beyond a Video Frame Interpolator: A Space Decoupled Learning Approach to Continuous Image Transition. - Tao Yang 042; Peiran Ren; Xuansong Xie; Xian-Sheng Hua 001; Lei Zhang 006 (ECCV Workshops (4), 2022)

Identifying Hard Noise in Long-Tailed Sample Distribution. - Xuanyu Yi; Kaihua Tang; Xian-Sheng Hua 001; Joo-Hwee Lim; Hanwang Zhang (ECCV (26), 2022)

DualGraph: Improving Semi-supervised Graph Classification via Dual Contrastive Learning. - Xiao Luo 001; Wei Ju 001; Meng Qu; Chong Chen 002; Minghua Deng; Xian-Sheng Hua 001; Ming Zhang 004 (ICDE, 2022)

Dynamic Hypergraph Convolutional Network. - Nan Yin; Fuli Feng; Zhigang Luo; Xiang Zhang 008; Wenjie Wang 007; Xiao Luo 001; Chong Chen 002; Xian-Sheng Hua 001 (ICDE, 2022)

On Non-Random Missing Labels in Semi-Supervised Learning. - Xinting Hu; Yulei Niu; Chunyan Miao; Xian-Sheng Hua 001; Hanwang Zhang (ICLR, 2022)

TGNN: A Joint Semi-supervised Framework for Graph-level Classification. - Wei Ju 001; Xiao Luo 001; Meng Qu; Yifan Wang 014; Chong Chen 002; Minghua Deng; Xian-Sheng Hua 001; Ming Zhang 004 (IJCAI, 2022)

Thoracic Lymph Node Segmentation in CT Imaging via Lymph Node Station Stratification and Size Encoding. - Dazhou Guo; Jia Ge; Ke Yan 006; Puyang Wang; Zhuotun Zhu; Dandan Zheng; Xian-Sheng Hua 001; Le Lu 001; Tsung-Ying Ho; Xianghua Ye; Dakai Jin (MICCAI (5), 2022)

RemixFormer: A Transformer Model for Precision Skin Tumor Differential Diagnosis via Multi-modal Imaging and Non-imaging Data. - Jing Xu; Yuan Gao 017; Wei Liu 127; Kai Huang 008; Shuang Zhao; Le Lu 001; Xiaosong Wang 001; Xian-Sheng Hua 001; Yu Wang 108; Xiang Chen (MICCAI (3), 2022)

DeepCRC: Colorectum and Colorectal Cancer Segmentation in CT Scans via Deep Colorectal Coordinate Transform. - Lisha Yao; Yingda Xia; Haochen Zhang; Jiawen Yao; Dakai Jin; Bingjiang Qiu; Yuan Zhang; Suyun Li; Yanting Liang; Xian-Sheng Hua 001; Le Lu 001; Xin Chen 058; et al. (MICCAI (3), 2022)

Effective Opportunistic Esophageal Cancer Screening Using Noncontrast CT Imaging. - Jiawen Yao; Xianghua Ye; Yingda Xia; Jian Zhou; Yu Shi; Ke Yan 006; Fang Wang; Lili Lin; Haogang Yu; Xian-Sheng Hua 001; Le Lu 001; Dakai Jin; et al. (MICCAI (3), 2022)

Pursuing Knowledge Consistency: Supervised Hierarchical Contrastive Learning for Facial Action Unit Recognition. - Yingjie Chen; Chong Chen 002; Xiao Luo 001; Jianqiang Huang 001; Xian-Sheng Hua 001; Tao Wang 004; Yun Liang 001 (ACM Multimedia, 2022)

Meta Clustering Learning for Large-scale Unsupervised Person Re-identification. - Xin Jin 014; Tianyu He; Xu Shen 001; Tongliang Liu; Xinchao Wang; Jianqiang Huang 001; Zhibo Chen 001; Xian-Sheng Hua 001 (ACM Multimedia, 2022)

CoHOZ: Contrastive Multimodal Prompt Tuning for Hierarchical Open-set Zero-shot Recognition. - Ning Liao; Yifeng Liu; Xiaobo Li; Chenyi Lei; Guoxin Wang 002; Xian-Sheng Hua 001; Junchi Yan (ACM Multimedia, 2022)

Improved Deep Unsupervised Hashing via Prototypical Learning. - Zeyu Ma 001; Wei Ju 001; Xiao Luo 001; Chong Chen 002; Xian-Sheng Hua 001; Guangming Lu 002 (ACM Multimedia, 2022)

HEART: Towards Effective Hash Codes under Label Noise. - Jinan Sun; Haixin Wang 003; Xiao Luo 001; Shikun Zhang; Wei Xiang; Chong Chen 002; Xian-Sheng Hua 001 (ACM Multimedia, 2022)

Token Embeddings Alignment for Cross-Modal Retrieval. - Chen-Wei Xie; Jianmin Wu; Yun Zheng; Pan Pan; Xian-Sheng Hua 001 (ACM Multimedia, 2022)

DEAL: An Unsupervised Domain Adaptive Framework for Graph-level Classification. - Nan Yin; Li Shen 008; Baopu Li; Mengzhu Wang; Xiao Luo 001; Chong Chen 002; Zhigang Luo; Xian-Sheng Hua 001 (ACM Multimedia, 2022)

Towards Counterfactual Image Manipulation via CLIP. - Yingchen Yu; Fangneng Zhan; Rongliang Wu; Jiahui Zhang; Shijian Lu; Miaomiao Cui; Xuansong Xie; Xian-Sheng Hua 001; Chunyan Miao (ACM Multimedia, 2022)

Molecular persistent spectral image (Mol-PSI) representation for machine learning models in drug design. - Peiran Jiang; Ying Chi; Xiao-Shuang Li; Xiang Liu 021; Xian-Sheng Hua 001; Kelin Xia (Briefings Bioinform., 2022)

Multiphysical graph neural network (MP-GNN) for COVID-19 drug design. - Xiao-Shuang Li; Xiang Liu 021; Le Lu 001; Xian-Sheng Hua 001; Ying Chi; Kelin Xia (Briefings Bioinform., 2022)

Disentangled Representation Learning for Text-Video Retrieval. - Qiang Wang 054; Yanhao Zhang 002; Yun Zheng; Pan Pan; Xian-Sheng Hua 001 (CoRR, 2022)

Online Convolutional Re-parameterization. - Mu Hu; Junyi Feng; Jiashen Hua; Baisheng Lai; Jianqiang Huang 001; Xiaojin Gong; Xian-Sheng Hua 001 (CoRR, 2022)

NTIRE 2022 Challenge on Efficient Super-Resolution: Methods and Results. - Yawei Li 001; Kai Zhang 008; Radu Timofte; Luc Van Gool; Fangyuan Kong; Mingxi Li; Songwei Liu; Zongcai Du; Ding Liu 001; Chenhui Zhou; Jingyi Chen; Qingrui Han; et al. (CoRR, 2022)

Box-supervised Instance Segmentation with Level Set Evolution. - Wentong Li 001; Wenyu Liu 003; Jianke Zhu; Miaomiao Cui; Xiansheng Hua 001; Lei Zhang 006 (CoRR, 2022)

Dynamic supervisor for cross-dataset object detection. - Ze Chen 001; Zhihang Fu; Jianqiang Huang 001; Mingyuan Tao; Shengyu Li; Rongxin Jiang 001; Xiang Tian 002; Yaowu Chen; Xian-Sheng Hua 001 (Neurocomputing, 2022)

Centerness-Aware Network for Temporal Action Proposal. - Yuan Liu 017; Jingyuan Chen; Xinpeng Chen; Bing Deng; Jianqiang Huang 001; XianSheng Hua 001 (IEEE Trans. Circuits Syst. Video Technol., 2022)

Dense Semantics-Assisted Networks for Video Action Recognition. - Haonan Luo 002; Guosheng Lin; Yazhou Yao; Zhenmin Tang; Qingyao Wu; Xiansheng Hua 001 (IEEE Trans. Circuits Syst. Video Technol., 2022)

Offline-Online Associated Camera-Aware Proxies for Unsupervised Person Re-Identification. - Menglin Wang 001; Jiachen Li; Baisheng Lai; Xiaojin Gong; Xian-Sheng Hua 001 (IEEE Trans. Image Process., 2022)

Graph Convolutional Dictionary Selection With L₂, ₚ Norm for Video Summarization. - Mingyang Ma 004; Shaohui Mei; Shuai Wan; Zhiyong Wang 001; Xian-Sheng Hua 001; David Dagan Feng (IEEE Trans. Image Process., 2022)

Progressive Transfer Learning. - Zhengxu Yu; Dong Shen 003; Zhongming Jin 001; Jianqiang Huang 001; Deng Cai 001; Xian-Sheng Hua 001 (IEEE Trans. Image Process., 2022)

Apparel-Invariant Feature Learning for Person Re-Identification. - Zhengxu Yu; Yilun Zhao 001; Bin Hong; Zhongming Jin 001; Jianqiang Huang 001; Deng Cai 001; Xian-Sheng Hua 001 (IEEE Trans. Multim., 2022)

Guest Editorial: Learning From Noisy Multimedia Data. - Jian Zhang 002; Alan Hanjalic; Ramesh C. Jain; Xian-Sheng Hua 001; Shin'ichi Satoh 001; Yazhou Yao; Dan Zeng 001 (IEEE Trans. Multim., 2022)

Random Boxes Are Open-world Object Detectors. - Yanghao Wang; Zhongqi Yue; Xian-Sheng Hua 001; Hanwang Zhang (ICCV, 2023)

Prototypical Mixing and Retrieval-based Refinement for Label Noise-resistant Image Retrieval. - Xinlong Yang; Haixin Wang 003; Jinan Sun; Shikun Zhang; Chong Chen 002; Xian-Sheng Hua 001; Xiao Luo 001 (ICCV, 2023)

Invariant Training 2D-3D Joint Hard Samples for Few-Shot Point Cloud Recognition. - Xuanyu Yi; Jiajun Deng; Qianru Sun; Xian-Sheng Hua 001; Joo-Hwee Lim; Hanwang Zhang (ICCV, 2023)

Dynamic Hypergraph Structure Learning for Traffic Flow Forecasting. - Yusheng Zhao; Xiao Luo 001; Wei Ju 001; Chong Chen 002; Xian-Sheng Hua 001; Ming Zhang 004 (ICDE, 2023)

Contextual Convolutional Networks. - Shuxian Liang; Xu Shen 001; Tongliang Liu; Xian-Sheng Hua 001 (ICLR, 2023)

CoCo: A Coupled Contrastive Framework for Unsupervised Domain Adaptive Graph Classification. - Nan Yin; Li Shen 008; Mengzhu Wang; Long Lan; Zeyu Ma 001; Chong Chen 002; Xian-Sheng Hua 001; Xiao Luo 001 (ICML, 2023)

Anatomy-Aware Lymph Node Detection in Chest CT Using Implicit Station Stratification. - Ke Yan 006; Dakai Jin; Dazhou Guo; Minfeng Xu; Na Shen; Xian-Sheng Hua 001; Xianghua Ye; Le Lu 001 (MTSAIL/LEAF/AI4Treat/MMMI/REMIA@MICCAI, 2023)

IDEA: An Invariant Perspective for Efficient Domain Adaptive Image Retrieval. - Haixin Wang 003; Hao Wu 094; Jinan Sun; Shikun Zhang; Chong Chen 002; Xian-Sheng Hua 001; Xiao Luo 001 (NeurIPS, 2023)

DANCE: Learning A Domain Adaptive Framework for Deep Hashing. - Haixin Wang 003; Jinan Sun; Xiang Wei; Shikun Zhang; Chong Chen 002; Xian-Sheng Hua 001; Xiao Luo 001 (WWW, 2023)

PastNet: Introducing Physical Inductive Biases for Spatio-temporal Video Prediction. - Hao Wu 094; Wei Xiong 008; Fan Xu 009; Xiao Luo 001; Chong Chen 002; Xian-Sheng Hua 001; Haixin Wang 003 (CoRR, 2023)

Proposal-Level Unsupervised Domain Adaptation for Open World Unbiased Detector. - Xuanyi Liu; Zhongqi Yue; Xian-Sheng Hua 001 (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)

Smart Community Networks and Systems. - Wanqing Tu; Dimitra Simeonidou; Lipo Wang 001; Xian-Sheng Hua 001; Baek-Young Choi; Richard Han 001 (IEEE Netw., 2023)

Learning comprehensive global features in person re-identification: Ensuring discriminativeness of more local regions. - Jiali Xi; Jianqiang Huang 001; Shibao Zheng; Qin Zhou 002; Bernt Schiele; Xian-Sheng Hua 001; Qianru Sun (Pattern Recognit., 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)

Toward Effective Domain Adaptive Retrieval. - Haixin Wang 003; Jinan Sun; Xiao Luo 001; Wei Xiang; Shikun Zhang; Chong Chen 002; Xian-Sheng Hua 001 (IEEE Trans. Image Process., 2023)

FECANet: Boosting Few-Shot Semantic Segmentation With Feature-Enhanced Context-Aware Network. - Huafeng Liu 004; Pai Peng; Tao Chen 012; Qiong Wang 003; Yazhou Yao; Xian-Sheng Hua 001 (IEEE Trans. Multim., 2023)

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

Single Person Dense Pose Estimation via Geometric Equivariance Consistency. - Qinchuan Zhang; Yi Jiang; Qin Zhou 002; Yiru Zhao; Yao Liu 014; Hongtao Lu 001; Xian-Sheng Hua 001 (IEEE Trans. Multim., 2023)

A Survey on Deep Hashing Methods. - Xiao Luo 001; Haixin Wang 003; Daqing Wu; Chong Chen 002; Minghua Deng; Jianqiang Huang 001; Xian-Sheng Hua 001 (ACM Trans. Knowl. Discov. Data, 2023)

TSNAdb v2.0: The Updated Version of Tumor-specific Neoantigen Database. - Jingcheng Wu; Wenfan Chen; Yuxuan Zhou 004; Ying Chi; Xian-Sheng Hua 001; Jian Wu 001; Xun Gu 002; Shuqing Chen; Zhan Zhou (Genom. Proteom. Bioinform., 2023)

Urban Traffic Light Control via Active Multi-Agent Communication and Supply-Demand Modeling. - Xin Guo 006; Zhengxu Yu; Pengfei Wang 008; Zhongming Jin 001; Jianqiang Huang 001; Deng Cai 001; Xiaofei He 001; Xian-Sheng Hua 001 (IEEE Trans. Knowl. Data Eng., 2023)

Optimizing traffic efficiency via a reinforcement learning approach based on time allocation. - Chao Xiang; Zhongming Jin 001; Zhengxu Yu; Xian-Sheng Hua 001; Yao Hu 002; Wei Qian 003; Kaili Zhu; Deng Cai 001; Xiaofei He 001 (Int. J. Mach. Learn. Cybern., 2023)

BlockGCN: Redefine Topology Awareness for Skeleton-Based Action Recognition. - Yuxuan Zhou 004; Xudong Yan; Zhi-Qi Cheng; Yan Yan 001; Qi Dai 001; Xian-Sheng Hua 001 (CVPR, 2024)

Fine-grained Prototypical Voting with Heterogeneous Mixup for Semi-supervised 2D-3D Cross-modal Retrieval. - Fan Zhang 111; Xian-Sheng Hua 001; Chong Chen 002; Xiao Luo 001 (CVPR, 2024)

Grid-Attention: Enhancing Computational Efficiency of Large Vision Models Without Fine-Tuning. - Pengyu Li; Tianchu Guo; Biao Wang; Xian-Sheng Hua 001 (ECCV (50), 2024)

Prometheus: Out-of-distribution Fluid Dynamics Modeling with Disentangled Graph ODE. - Hao Wu 094; Huiyuan Wang; Kun Wang 039; Weiyan Wang; Changan Ye; Yangyu Tao; Chong Chen 002; Xian-Sheng Hua 001; Xiao Luo 001 (ICML, 2024)

PastNet: Introducing Physical Inductive Biases for Spatio-temporal Video Prediction. - Hao Wu 094; Fan Xu 009; Chong Chen 002; Xian-Sheng Hua 001; Xiao Luo 001; Haixin Wang 003 (ACM Multimedia, 2024)

DEMO: A Statistical Perspective for Efficient Image-Text Matching. - Fan Zhang 111; Xian-Sheng Hua 001; Chong Chen 002; Xiao Luo 001 (NAACL-HLT, 2024)

PURE: Prompt Evolution with Graph ODE for Out-of-distribution Fluid Dynamics Modeling. - Hao Wu 094; Changhu Wang; Fan Xu 009; Jinbao Xue; Chong Chen 002; Xian-Sheng Hua 001; Xiao Luo 001 (NeurIPS, 2024)

Semi-supervised Knowledge Transfer Across Multi-omic Single-cell Data. - Fan Zhang 111; Tianyu Liu 005; Zihao Chen; Xiaojiang Peng; Chong Chen 002; Xian-Sheng Hua 001; Xiao Luo 001; Hongyu Zhao 003 (NeurIPS, 2024)

An Evaluation of Large Language Models in Bioinformatics Research. - Hengchuang Yin; Zhonghui Gu; Fanhao Wang; Yiparemu Abuduhaibaier; Yanqiao Zhu 001; Xinming Tu; Xian-Sheng Hua 001; Xiao Luo 001; Yizhou Sun (CoRR, 2024)

Dual Dynamic Threshold Adjustment Strategy for Deep Metric Learning. - Xiruo Jiang; Yazhou Yao; Sheng Liu 009; Fumin Shen; Liqiang Nie; Xiansheng Hua 001 (CoRR, 2024)

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

PersonificationNet: Making customized subject act like a person. - Tianchu Guo; Pengyu Li; Biao Wang; Xian-Sheng Hua 001 (CoRR, 2024)

POPoS: Improving Efficient and Robust Facial Landmark Detection with Parallel Optimal Position Search. - Chongyang Xiang; Jun-Yan He; Zhi-Qi Cheng; Xiao Wu 001; Xian-Sheng Hua 001 (CoRR, 2024)

Box2Mask: Box-Supervised Instance Segmentation via Level-Set Evolution. - Wentong Li 001; Wenyu Liu 005; Jianke Zhu; Miaomiao Cui; Risheng Yu; Xiansheng Hua 001; Lei Zhang 006 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

ROSE: Relational and Prototypical Structure Learning for Universal Domain Adaptive Hashing. - Xinlong Yang; Haixin Wang 003; Jinan Sun; Yijia Xiao; Wei Xiang; Chong Chen 002; Xian-Sheng Hua 001; Xiao Luo 001 (IEEE Trans. Inf. Forensics Secur., 2024)

FATE: Learning Effective Binary Descriptors With Group Fairness. - Fan Zhang 111; Chong Chen 002; Xian-Sheng Hua 001; Xiao Luo 001 (IEEE Trans. Image Process., 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)

Discrepancy and Structure-Based Contrast for Test-Time Adaptive Retrieval. - Zeyu Ma 001; Yuqi Li; Yizhi Luo; Xiao Luo 001; Jinxing Li 003; Chong Chen 002; Xian-Sheng Hua 001; Guangming Lu 002 (IEEE Trans. Multim., 2024)

Criterion-based Heterogeneous Collaborative Filtering for Multi-behavior Implicit Recommendation. - Xiao Luo 001; Daqing Wu; Yiyang Gu; Chong Chen 002; Luchen Liu; Jinwen Ma; Ming Zhang 004; Minghua Deng; Jianqiang Huang 001; Xian-Sheng Hua 001 (ACM Trans. Knowl. Discov. Data, 2024)

CLEAR: Cluster-Enhanced Contrast for Self-Supervised Graph Representation Learning. - Xiao Luo 001; Wei Ju 001; Meng Qu; Yiyang Gu; Chong Chen 002; Minghua Deng; Xian-Sheng Hua 001; Ming Zhang 004 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Messages are Never Propagated Alone: Collaborative Hypergraph Neural Network for Time-Series Forecasting. - Nan Yin; Li Shen 008; Huan Xiong; Bin Gu 001; Chong Chen 002; Xian-Sheng Hua 001; Siwei Liu 001; Xiao Luo 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

DIOR: Learning to Hash With Label Noise Via Dual Partition and Contrastive Learning. - Haixin Wang 003; Huiyu Jiang; Jinan Sun; Shikun Zhang; Chong Chen 002; Xian-Sheng Hua 001; Xiao Luo 001 (IEEE Trans. Knowl. Data Eng., 2024)

HARR: Learning Discriminative and High-Quality Hash Codes for Image Retrieval. - Zeyu Ma 001; Siwei Wang 010; Xiao Luo 001; Zhonghui Gu; Chong Chen 002; Jinxing Li 003; Xian-Sheng Hua 001; Guangming Lu 002 (ACM Trans. Multim. Comput. Commun. Appl., 2024)

A Dual-channel Semi-supervised Learning Framework on Graphs via Knowledge Transfer and Meta-learning. - Ziyue Qiao; Pengyang Wang; Pengfei Wang 008; Zhiyuan Ning 001; Yanjie Fu; Yi Du 010; Yuanchun Zhou; Jianqiang Huang 001; Xian-Sheng Hua 001; Hui Xiong 001 (ACM Trans. Web, 2024)

Deep Adaptive Graph Clustering via von Mises-Fisher Distributions. - Pengfei Wang 008; Daqing Wu; Chong Chen 002; Kunpeng Liu 001; Yanjie Fu; Jianqiang Huang 001; Yuanchun Zhou; Jianfeng Zhan; Xiansheng Hua 001 (ACM Trans. Web, 2024)

Dual Dynamic Threshold Adjustment Strategy. - Xiruo Jiang; Yazhou Yao; Sheng Liu 009; Fumin Shen; Liqiang Nie; Xian-Sheng Hua 001 (ACM Trans. Multim. Comput. Commun. Appl., 2024)

SPORT: A Subgraph Perspective on Graph Classification with Label Noise. - Nan Yin; Li Shen 008; Chong Chen 002; XianSheng Hua 001; Xiao Luo 001 (ACM Trans. Knowl. Discov. Data, 2024)

HOPE: A Hierarchical Perspective for Semi-Supervised 2D-3D Cross-Modal Retrieval. - Fan Zhang 111; Hang Zhou 008; Xian-Sheng Hua 001; Chong Chen 002; Xiao Luo 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Look Into Gradients: Learning Compact Hash Codes for Out-of-Distribution Retrieval. - Haixin Wang 003; Xinlong Yang; Jinan Sun; Shikun Zhang; Chong Chen 002; XianSheng Hua 001; Xiao Luo 001 (IEEE Trans. Knowl. Data Eng., 2024)

DREAM: Decoupled Discriminative Learning with Bigraph-aware Alignment for Semi-supervised 2D-3D Cross-modal Retrieval. - Fan Zhang 111; Changhu Wang; Zebang Cheng; Xiaojiang Peng; Dongjie Wang; Yijia Xiao; Chong Chen 002; Xian-Sheng Hua 001; Xiao Luo 001 (AAAI, 2025)

POPoS: Improving Efficient and Robust Facial Landmark Detection with Parallel Optimal Position Search. - Chong-Yang Xiang; Jun-Yan He; Zhi-Qi Cheng; Xiao Wu 001; Xian-Sheng Hua 001 (AAAI, 2025)

SDBench: A Survey-based Domain-specific LLM Benchmarking and Optimization Framework. - Cheng Guo; Hu Kai; Shuxian Liang; Yiyang Jiang; Yi Gao 001; Xian-Sheng Hua 001; Wei Dong 001 (ACL (1), 2025)

scRAG: Hybrid Retrieval-Augmented Generation for LLM-based Cross-Tissue Single-Cell Annotation. - Zhiyin Yu; Chao Zheng; Chong Chen 002; Xian-Sheng Hua 001; Xiao Luo 001 (ACL (Findings), 2025)

Learning Path Planning via Prior-Guided Reinforcement Learning. - Mengfei Liu; Xian-Sheng Hua 001; Xuequn Shang 001; Yupei Zhang (AIED (6), 2025)

Why We Feel: Breaking Boundaries in Emotional Reasoning with Multimodal Large Language Models. - Yuxiang Lin; Jingdong Sun; Zhi-Qi Cheng; Jue Wang; Haomin Liang; Zebang Cheng; Yifei Dong 002; Jun-Yan He; Xiaojiang Peng; Xian-Sheng Hua 001 (CVPR Workshops, 2025)

LEAF: Large Language Diffusion Model for Time Series Forecasting. - Yuhang Pei 001; Tao Ren 002; Yifan Wang 014; Zhipeng Sun; Wei Ju 001; Chong Chen 002; XianSheng Hua 001; Xiao Luo 001 (EMNLP (Findings), 2025)

Deep Graph Clustering with Disentangled Representation Learning. - Yifan Wang 014; Yuntai Ding; Yiyang Gu; Ziyue Qiao; Chong Chen 002; Xian-Sheng Hua 001; Ming Zhang 004; Wei Ju 001 (ACM Multimedia, 2025)

UCDR-Adapter: Exploring Adaptation of Pre-Trained Vision-Language Models for Universal Cross-Domain Retrieval. - Haoyu Jiang; Zhi-Qi Cheng; Gabriel Moreira; Jiawen Zhu 003; Jingdong Sun; Bukun Ren; Jun-Yan He; Qi Dai 001; Xian-Sheng Hua 001 (WACV, 2025)

Dual Graph for Traffic Forecasting. - Long Wei; Zhengxu Yu; Zhongming Jin 001; Liang Xie 003; Jianqiang Huang 001; Deng Cai 001; Xiaofei He 001; Xian-Sheng Hua 001 (IEEE Access, 2025)

NiCI-Pruning: Enhancing Diffusion Model Pruning via Noise in Clean Image Guidance. - Junzhu Mao; Zeren Sun; Yazhou Yao; Tianfei Zhou; Liqiang Nie; Xian-Sheng Hua 001 (IEEE Trans. Image Process., 2025)

Reversible Column Disentangled Augmentation Tricks for Graph Contrastive Learning. - Yuntai Ding; Renshuai Tao; Yifan Wang 014; Chong Chen 002; Xian-Sheng Hua 001; Wei Ju 001 (IEEE Trans. Multim., 2025)

Prune and Merge: Efficient Token Compression for Vision Transformer With Spatial Information Preserved. - Junzhu Mao; Yang Shen 006; Jinyang Guo 002; Yazhou Yao; Xian-Sheng Hua 001; Hengtao Shen (IEEE Trans. Multim., 2025)

Hypergraph Consistency Learning With Relational Distillation. - Siyu Yi; Zhengyang Mao; Yifan Wang 014; Yiyang Gu; Zhiping Xiao 001; Chong Chen 002; Xian-Sheng Hua 001; Ming Zhang 004; Wei Ju 001 (IEEE Trans. Multim., 2025)

Learning Generalizable Contrastive Representations for Graph Zero-Shot Learning. - Siyu Yi; Zhengyang Mao; Kangjie Zheng; Zhiping Xiao 001; Ziyue Qiao; Chong Chen 002; Xian-Sheng Hua 001; Yong-Dao Zhou; Ming Zhang 004; Wei Ju 001 (IEEE Trans. Multim., 2025)

Semi-Supervised Semantic Segmentation With Multi-Constraint Consistency Learning. - Jianjian Yin; Tao Chen 012; Gensheng Pei; Huafeng Liu 004; Yazhou Yao; Liqiang Nie; XianSheng Hua 001 (IEEE Trans. Multim., 2025)

MegaSR: Mining Customized Semantics and Expressive Guidance for Image Super-Resolution. - Xinrui Li; Jianlong Wu; Xinchuan Huang; Chong Chen 002; Weili Guan; Xian-Sheng Hua 001; Liqiang Nie (CoRR, 2025)

Semi-supervised Semantic Segmentation with Multi-Constraint Consistency Learning. - Jianjian Yin; Tao Chen 012; Gensheng Pei; Yazhou Yao; Liqiang Nie; Xian-Sheng Hua 001 (CoRR, 2025)

A Survey of Efficient Reasoning for Large Reasoning Models: Language, Multimodality, and Beyond. - Xiaoye Qu; Yafu Li; Zhaochen Su; Weigao Sun; Jianhao Yan; Dongrui Liu; Ganqu Cui; Daizong Liu; Shuxian Liang; Junxian He; Peng Li 030; Wei Wei 002; et al. (CoRR, 2025)

Efficient Token Compression for Vision Transformer with Spatial Information Preserved. - Junzhu Mao; Yang Shen 006; Jinyang Guo 002; Yazhou Yao; Xian-Sheng Hua 001 (CoRR, 2025)

Communication-Efficient and Personalized Federated Foundation Model Fine-Tuning via Tri-Matrix Adaptation. - Yongle Li; Bo Liu 005; XianSheng Hua 001; Zheng Zhang 006; Xiaotong Yuan; Richang Hong (CoRR, 2025)

DisenSemi: Semi-Supervised Graph Classification via Disentangled Representation Learning. - Yifan Wang 014; Xiao Luo 001; Chong Chen 002; Xian-Sheng Hua 001; Ming Zhang 004; Wei Ju 001 (IEEE Trans. Neural Networks Learn. Syst., 2025)

Self-Guided Process Reward Optimization with Redefined Step-wise Advantage for Process Reinforcement Learning. - Wu Fei; Hao Kong; Shuxian Liang; Yang Lin; Yibo Yang; Jing Tang 004; Lei Chen 002; Xian-Sheng Hua 001 (CoRR, 2025)

DREAM: A Dual Variational Framework for Unsupervised Graph Domain Adaptation. - Nan Yin; Li Shen 008; Mengzhu Wang; Xinwang Liu 002; Chong Chen 002; Xian-Sheng Hua 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

Dual Data-centric Separation with Circular Mixup for Noise-resistant Time Series Learning. - Yuhang Pei 001; Fanchun Meng; Qinghua Ran; Tao Ren 002; Yifan Wang 014; Wei Ju 001; Zimo Wang; Xian-Sheng Hua 001; Xiao Luo 001 (KDD (1), 2026)

DisCo: Diffusion-guided Unbiased Discriminative Learning for Unsupervised Graph Domain Adaptation. - Haodong Zhang; Tao Ren 002; Changhu Wang; Yifan Wang 014; Wei Ju 001; Huaizhi Tang; Junyu Luo 002; Zimo Wang; Ziyue Qiao; Xian-Sheng Hua 001; Xiao Luo 001 (KDD (1), 2026)

DEER: Distribution Divergence-Based Graph Contrast for Partial Label Learning on Graphs. - Yiyang Gu; Zihao Chen; Yifang Qin; Zhengyang Mao; Zhiping Xiao 001; Wei Ju 001; Chong Chen 002; Xian-Sheng Hua 001; Yifan Wang 014; Xiao Luo 001; Ming Zhang 004 (IEEE Trans. Multim., 2026)

SPOT: Spectral Optimal Transport for Graph Domain Generalization. - Yusheng Zhao; Xiao Luo 001; Junyu Luo 002; Wei Ju 001; Zhonghui Gu; Zhiping Xiao 001; Xian-Sheng Hua 001; Ming Zhang 004 (ACM Trans. Knowl. Discov. Data, 2026)

TowerDNA: Fast and Accurate Graph Retrieval With Dividing, Contrasting and Alignment. - Junwei Yang; Yiyang Gu; Yifang Qin; Xiao Luo 001; Zhiping Xiao 001; Kangjie Zheng; Wei Ju 001; Xian-Sheng Hua 001; Ming Zhang 004 (IEEE Trans. Knowl. Data Eng., 2026)

Robust Cross Supervision With Target Mining for Source-Free Graph Domain Adaptation. - Junyu Luo 002; Haoyu Tao; Xiao Luo 001; Yusheng Zhao; Zhiping Xiao 001; Dailan He; Wei Ju 001; Chong Chen 002; Xian-Sheng Hua 001; Ming Zhang 004 (IEEE Trans. Knowl. Data Eng., 2026)

Aligning LLM Uncertainty with Human Disagreement in Subjectivity Analysis. - Junyu Lu 001; Deyi Ji; Xuanyi Liu; Lanyun Zhu; Bo Xu; Liang Yang; Xian-Sheng Hua 001; Hongfei Lin (CoRR, 2026)