A novel line scan clustering algorithm for identifying connected components in digital images. - Yang Yang 002; David Zhang 001 (Image Vis. Comput., 2003)

Automated Antenna Design Using Normalized Steady State Genetic Algorithm. - Zhenhua Cai; Sanyou Zeng; Yang Yang 002; Lishan Kang (AHS, 2008)

Automated Wire Antennas Design using Dynamic Dominance Evolutionary Algorithm. - Yang Yang 002; Sanyou Zeng; Haoqiu Long; Zu Yan; Danpin Yu; Lishan Kang (AHS, 2009)

An orthogonal multi-objective evolutionary algorithm with lower-dimensional crossover. - Song Gao; Sanyou Zeng; Bo Xiao; Lei Zhang 038; Yulong Shi; Xin Tian 001; Yang Yang 002; Haoqiu Long; Xianqiang Yang 002; Danpin Yu; Zu Yan (IEEE Congress on Evolutionary Computation, 2009)

A micro niche evolutionary algorithm with lower-dimensional-search crossover for optimisation problems with constraints. - Sanyou Zeng; Yang Yang 002; Yulong Shi; Xianqiang Yang 002; Bo Xiao; Song Gao; Danpin Yu; Zu Yan (Int. J. Bio Inspired Comput., 2009)

Skin Region Tracking Using Hybrid Color Model and Gradient Vector Flow. - Yang Yang 002; Zhiliang Wang; Mengmeng Zhang; Yi Yang 001; Nannan Cheng (MVHI, 2010)

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

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

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

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

Robust cross-media transfer for visual event detection. - Yang Yang 002; Yi Yang 001; Zi Huang; Jiajun Liu; Zhigang Ma (ACM Multimedia, 2012)

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

Multimedia summarization for trending topics in microblogs. - Jingwen Bian; Yang Yang 002; Tat-Seng Chua (CIKM, 2013)

Attribute-augmented semantic hierarchy: towards bridging semantic gap and intention gap in image retrieval. - Hanwang Zhang; Zheng-Jun Zha; Yang Yang 002; Shuicheng Yan; Yue Gao 002; Tat-Seng Chua (ACM Multimedia, 2013)

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

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

Spatio-temporal Event Modeling and Ranking. - Xuefei Li; Hongyun Cai 001; Zi Huang; Yang Yang 002; Xiaofang Zhou 001 (WISE (2), 2013)

Imagilar: A Real-Time Image Similarity Search System on Mobile Platform. - Bicheng Luo; Zi Huang; Hongyun Cai 001; Yang Yang 002 (WISE (2), 2013)

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

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

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

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

Semantic Annotation for Visual Data - Yang Yang 002 (2013)

Flow Optimization for Scalable Multi-view Video over Wireless Network. - Yang Yang 002; Junni Zou; Hongkai Xiong (ICIMCS, 2014)

WhereToGo: Personalized Travel Recommendation for Individuals and Groups. - Long Guo; Jie Shao 001; Kian-Lee Tan; Yang Yang 002 (MDM (1), 2014)

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

Image Tagging with Social Assistance. - Yang Yang 002; Yue Gao 002; Hanwang Zhang; Jie Shao 001; Tat-Seng Chua (ICMR, 2014)

EventEye: Monitoring Evolving Events from Tweet Streams. - Hongyun Cai 001; Zhongxian Tang; Yang Yang 002; Zi Huang (ACM Multimedia, 2014)

One of a Kind: User Profiling by Social Curation. - Xue Geng; Hanwang Zhang; Zheng Song; Yang Yang 002; Huan-Bo Luan; Tat-Seng Chua (ACM Multimedia, 2014)

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

Start from Scratch: Towards Automatically Identifying, Modeling, and Naming Visual Attributes. - Hanwang Zhang; Yang Yang 002; Huan-Bo Luan; Shuicheng Yan; Tat-Seng Chua (ACM Multimedia, 2014)

Predicting trending messages and diffusion participants in microblogging network. - Jingwen Bian; Yang Yang 002; Tat-Seng Chua (SIGIR, 2014)

Gradient-domain-based enhancement of multi-view depth video. - Qiong Liu 001; Zheng-Jun Zha; Yang Yang 002 (Inf. Sci., 2014)

Robust Hashing With Local Models for Approximate Similarity Search. - Jingkuan Song; Yi Yang 001; Xuelong Li 001; Zi Huang; Yang Yang 002 (IEEE Trans. Cybern., 2014)

Robust (Semi) Nonnegative Graph Embedding. - Hanwang Zhang; Zheng-Jun Zha; Yang Yang 002; Shuicheng Yan; Tat-Seng Chua (IEEE Trans. Image Process., 2014)

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

Exploiting Web Images for Semantic Video Indexing Via Robust Sample-Specific Loss. - Yang Yang 002; Zheng-Jun Zha; Yue Gao 002; Xiaofeng Zhu 001; Tat-Seng Chua (IEEE Trans. Multim., 2014)

Attribute-Augmented Semantic Hierarchy: Towards a Unified Framework for Content-Based Image Retrieval. - Hanwang Zhang; Zheng-Jun Zha; Yang Yang 002; Shuicheng Yan; Yue Gao 002; Tat-Seng Chua (ACM Trans. Multim. Comput. Commun. Appl., 2014)

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

Location Prediction of Social Images via Generative Model. - Xiaoming Zhang 001; Zhoujun Li 001; Senzhang Wang; Yang Yang 002; Xueqiang Lv (ICMR, 2015)

What are Popular: Exploring Twitter Features for Event Detection, Tracking and Visualization. - Hongyun Cai 001; Yang Yang 002; Xuefei Li; Zi Huang (ACM Multimedia, 2015)

Spatial-aware Multimodal Location Estimation for Social Images. - Jiewei Cao; Zi Huang; Yang Yang 002 (ACM Multimedia, 2015)

Exploring Viewable Angle Information in Georeferenced Video Search. - Gang Hu 004; Jie Shao 001; Lianli Gao; Yang Yang 002 (ACM Multimedia, 2015)

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

Semi-supervised Coupled Dictionary Learning for Cross-modal Retrieval in Internet Images and Texts. - Xing Xu 001; Yang Yang 002; Atsushi Shimada 001; Rin-Ichiro Taniguchi; Li He 001 (ACM Multimedia, 2015)

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

Learning Features from Large-Scale, Noisy and Social Image-Tag Collection. - Hanwang Zhang; Xindi Shang; Huan-Bo Luan; Yang Yang 002; Tat-Seng Chua (ACM Multimedia, 2015)

Multimedia Social Event Detection in Microblog. - Yue Gao 002; Sicheng Zhao; Yang Yang 002; Tat-Seng Chua (MMM (1), 2015)

Exploring Social Network Information for Solving Cold Start in Product Recommendation. - Chaozhuo Li; Fang Wang 019; Yang Yang 002; Zhoujun Li 001; Xiaoming Zhang 001 (WISE (2), 2015)

Learning for visual semantic understanding in big data. - Yang Yang 002; Luming Zhang; Yi Zhen; Rongrong Ji (Neurocomputing, 2015)

Supervised feature learning via l2-norm regularized logistic regression for 3D object recognition. - Fuhao Zou; Yunfei Wang; Yang Yang 002; Ke Zhou 001; Yunpeng Chen; Jingkuan Song (Neurocomputing, 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)

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

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

Robust Multiview Feature Learning for RGB-D Image Understanding. - Zheng-Jun Zha; Yang Yang 002; Jinhui Tang 001; Meng Wang 001; Tat-Seng Chua (ACM Trans. Intell. Syst. Technol., 2015)

Multimedia Summarization for Social Events in Microblog Stream. - Jingwen Bian; Yang Yang 002; Hanwang Zhang; Tat-Seng Chua (IEEE Trans. Multim., 2015)

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

Corrections to "Exploiting Web Images for Semantic Video Indexing Via Robust Sample-Specific Loss". - Yang Yang 002; Zheng-Jun Zha; Yue Gao 002; Xiaofeng Zhu 001; Tat-Seng Chua (IEEE Trans. Multim., 2015)

Enhancing Video Event Recognition Using Automatically Constructed Semantic-Visual Knowledge Base. - Xishan Zhang; Yang Yang 002; Yongdong Zhang 001; Huan-Bo Luan; Jintao Li 001; Hanwang Zhang; Tat-Seng Chua (IEEE Trans. Multim., 2015)

Compact Image Fingerprint Via Multiple Kernel Hashing. - Fuhao Zou; Yunpeng Chen; Jingkuan Song; Ke Zhou 001; Yang Yang 002; Nicu Sebe (IEEE Trans. Multim., 2015)

Social event identification and ranking on flickr. - Xuefei Li; Hongyun Cai 001; Zi Huang; Yang Yang 002; Xiaofang Zhou 001 (World Wide Web, 2015)

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

An Online Approach for Direction-Based Trajectory Compression with Error Bound Guarantee. - Bingqing Ke; Jie Shao 001; Yi Zhang 105; Dongxiang Zhang; Yang Yang 002 (APWeb (1), 2016)

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Detecting Densely Distributed Graph Patterns for Fine-Grained Image Categorization. - Luming Zhang; Yang Yang 002; Meng Wang 001; Richang Hong; Liqiang Nie; Xuelong Li 001 (IEEE Trans. Image Process., 2016)

Deep Fusion of Multiple Semantic Cues for Complex Event Recognition. - Xishan Zhang; Hanwang Zhang; Yongdong Zhang 001; Yang Yang 002; Meng Wang 001; Huan-Bo Luan; Jintao Li 001; Tat-Seng Chua (IEEE Trans. Image Process., 2016)

Learning Geographical Hierarchy Features via a Compositional Model. - Xiaoming Zhang 001; Xia Hu 001; Senzhang Wang; Yang Yang 002; Zhoujun Li 001; Jianshe Zhou (IEEE Trans. Multim., 2016)

Recurrent Attentional Topic Model. - Shuangyin Li; Yu Zhang 006; Rong Pan; Mingzhi Mao; Yang Yang 002 (AAAI, 2017)

One-Step Spectral Clustering via Dynamically Learning Affinity Matrix and Subspace. - Xiaofeng Zhu 001; Wei He 017; Yonggang Li; Yang Yang 002; Shichao Zhang 001; Rongyao Hu; Yonghua Zhu (AAAI, 2017)

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

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

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

Jointly Modeling Static Visual Appearance and Temporal Pattern for Unsupervised Video Hashing. - Chao Li 034; Yang Yang 002; Jiewei Cao; Zi Huang (CIKM, 2017)

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

Semi-Supervised Network Embedding. - Chaozhuo Li; Zhoujun Li 001; Senzhang Wang; Yang Yang 002; Xiaoming Zhang 001; Jianshe Zhou (DASFAA (1), 2017)

PPNE: Property Preserving Network Embedding. - Chaozhuo Li; Senzhang Wang; Dejian Yang; Zhoujun Li 001; Yang Yang 002; Xiaoming Zhang 001; Jianshe Zhou (DASFAA (1), 2017)

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

Significance Analysis for Typical Objects in mmWave Urban Railway Propagation Environment. - Danping He; Bo Ai 001; Ke Guan; Yang Yang 002; Lei Zhang 038; Zhangdui Zhong; Andrej Hrovat (GLOBECOM Workshops, 2017)

Jointly Attentive Spatial-Temporal Pooling Networks for Video-Based Person Re-identification. - Shuangjie Xu; Yu Cheng 001; Kang Gu; Yang Yang 002; Shiyu Chang; Pan Zhou 001 (ICCV, 2017)

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

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

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

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

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

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

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

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

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

Cross-Domain Image Retrieval with Attention Modeling. - Xin Ji; Wei Wang 059; Meihui Zhang 001; Yang Yang 002 (ACM Multimedia, 2017)

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

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

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

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

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

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

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

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

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

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

Special issue on "visual semantic analysis with weak supervision". - Luming Zhang; Yang Yang 002; Rongrong Ji; Roger Zimmermann (Multim. Syst., 2017)

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

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

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

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

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

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

A Data-Driven and Optimal Bus Scheduling Model With Time-Dependent Traffic and Demand. - Yuan Wang 003; Dongxiang Zhang; Lu Hu; Yang Yang 002; Loo Hay Lee (IEEE Trans. Intell. Transp. Syst., 2017)

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

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

Coarse-to-Fine Annotation Enrichment for Semantic Segmentation Learning. - Yadan Luo; Ziwei Wang 003; Zi Huang; Yang Yang 002; Cong Zhao (CIKM, 2018)

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

ML-LocNet: Improving Object Localization with Multi-view Learning Network. - Xiaopeng Zhang 008; Yang Yang 002; Jiashi Feng (ECCV (3), 2018)

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

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

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

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

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

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

Look Across Elapse: Disentangled Representation Learning and Photorealistic Cross-Age Face Synthesis for Age-Invariant Face Recognition. - Jian Zhao 006; Yu Cheng 009; Yi Cheng; Yang Yang 002; Haochong Lan; Fang Zhao 006; Lin Xiong; Yan Xu 009; Jianshu Li; Sugiri Pranata; Shengmei Shen; Junliang Xing; et al. (CoRR, 2018)

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

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

Hierarchical topology based hand pose estimation from a single depth image. - Yanli Ji; Haoxin Li; Yang Yang 002; Shuying Li (Multim. Tools Appl., 2018)

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

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

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

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

Novel Competitive Fluorescence Sensing Platform for L-carnitine Based on Cationic Pillar[5]Arene Modified Gold Nanoparticles. - Xiaoping Tan; Yang Yang 002; Shasha Luo; Zhangdui Zhong; Wenjie Zeng; Tingying Zhang; Fawu Su; Linzong Zhou (Sensors, 2018)

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

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

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

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

Social Media Harvesting. - Yang Yang 002 (Encyclopedia of Database Systems (2nd ed.), 2018)

Learning to Localize Objects with Noisy Labeled Instances. - Xiaopeng Zhang 008; Yang Yang 002; Jiashi Feng (AAAI, 2019)

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

From Zero-Shot Learning to Cold-Start Recommendation. - Jingjing Li 001; Mengmeng Jing; Ke Lu 001; Lei Zhu 002; Yang Yang 002; Zi Huang (AAAI, 2019)

Look across Elapse: Disentangled Representation Learning and Photorealistic Cross-Age Face Synthesis for Age-Invariant Face Recognition. - Jian Zhao 006; Yu Cheng 009; Yi Cheng; Yang Yang 002; Fang Zhao 006; Jianshu Li; Hengzhu Liu; Shuicheng Yan; Jiashi Feng (AAAI, 2019)

Exploring Nonnegative and Low-Rank Correlation for Noise-Resistant Spectral Clustering. - Zheng Wang 044; Cai Na; Zeyu Ma 002; Si Chen; Lingyun Song; Yang Yang 002 (APWeb/WAIM (2), 2019)

A Siamese-Detection Network for Real-Time Object Tracking. - Yang Deng; Ning Xie 003; Yang Yang 002 (ICTAI, 2019)

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

Alleviating Feature Confusion for Generative Zero-shot Learning. - Jingjing Li 001; Mengmeng Jing; Ke Lu 001; Lei Zhu 002; Yang Yang 002; Zi Huang (ACM Multimedia, 2019)

Curiosity-driven Reinforcement Learning for Diverse Visual Paragraph Generation. - Yadan Luo; Zi Huang; Zheng Zhang 006; Ziwei Wang 003; Jingjing Li 001; Yang Yang 002 (ACM Multimedia, 2019)

CRA-Net: Composed Relation Attention Network for Visual Question Answering. - Liang Peng; Yang Yang 002; Zheng Wang 044; Xiao Wu 001; Zi Huang (ACM Multimedia, 2019)

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

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

Adversarial Category Alignment Network for Cross-domain Sentiment Classification. - Xiaoye Qu; Zhikang Zou; Yu Cheng 001; Yang Yang 002; Pan Zhou 001 (NAACL-HLT (1), 2019)

A 6-DOF Telexistence Drone Controlled by a Head Mounted Display. - Xingyu Xia; Chi-Man Pun; Di Zhang; Yang Yang 002; Huimin Lu 001; Hao Gao 005; Feng Xu 005 (VR, 2019)

A 3D-CNN and LSTM Based Multi-Task Learning Architecture for Action Recognition. - Xi Ouyang; Shuangjie Xu; Chaoyun Zhang; Pan Zhou 001; Yang Yang 002; Guanghui Liu 001; Xuelong Li 001 (IEEE Access, 2019)

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

Snap and Find: Deep Discrete Cross-domain Garment Image Retrieval. - Yadan Luo; Ziwei Wang 003; Zi Huang; Yang Yang 002; Huimin Lu 001 (CoRR, 2019)

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

ReshapeGAN: Object Reshaping by Providing A Single Reference Image. - Ziqiang Zheng; Yang Wu 001; Zhibin Yu 002; Yang Yang 002; Haiyong Zheng; Takeo Kanade (CoRR, 2019)

EncryptGAN: Image Steganography with Domain Transform. - Ziqiang Zheng; Hongzhi Liu 002; Zhibin Yu 002; Haiyong Zheng; Yang Wu 001; Yang Yang 002; Jianbo Shi (CoRR, 2019)

Curiosity-driven Reinforcement Learning for Diverse Visual Paragraph Generation. - Yadan Luo; Zi Huang; Zheng Zhang 006; Jingjing Li 001; Yang Yang 002 (CoRR, 2019)

CANZSL: Cycle-Consistent Adversarial Networks for Zero-Shot Learning from Natural Language. - Zhi Chen 010; Jingjing Li 001; Yadan Luo; Zi Huang; Yang Yang 002 (CoRR, 2019)

Learning from the Past: Continual Meta-Learning via Bayesian Graph Modeling. - Yadan Luo; Zi Huang; Zheng Zhang 006; Ziwei Wang 003; Mahsa Baktashmotlagh; Yang Yang 002 (CoRR, 2019)

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

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

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

Multi-scale aggregation network for temporal action proposals. - Zheng Wang 044; Kai Chen; Mingxing Zhang; Peilin He; Yajie Wang; Ping Zhu; Yang Yang 002 (Pattern Recognit. Lett., 2019)

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

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

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

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

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

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

Learning from the Past: Continual Meta-Learning with Bayesian Graph Neural Networks. - Yadan Luo; Zi Huang; Zheng Zhang 006; Ziwei Wang 003; Mahsa Baktashmotlagh; Yang Yang 002 (AAAI, 2020)

Probability Weighted Compact Feature for Domain Adaptive Retrieval. - Fuxiang Huang; Lei Zhang 038; Yang Yang 002; Xichuan Zhou (CVPR, 2020)

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

Fooled by Imagination: Adversarial Attack to Image Captioning Via Perturbation in Complex Domain. - Shaofeng Zhang; Zheng Wang 044; Xing Xu 001; Xiang Guan; Yang Yang 002 (ICME, 2020)

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

Class-Center Involved Triplet Loss for Skin Disease Classification on Imbalanced Data. - Weixian Lei; Rong Zhang; Yang Yang 002; Ruixuan Wang; Wei-Shi Zheng 001 (ISBI, 2020)

Incomplete Cross-modal Retrieval with Dual-Aligned Variational Autoencoders. - Mengmeng Jing; Jingjing Li 001; Lei Zhu 002; Ke Lu 001; Yang Yang 002; Zi Huang (ACM Multimedia, 2020)

Learning Modality-Invariant Latent Representations for Generalized Zero-shot Learning. - Jingjing Li 001; Mengmeng Jing; Lei Zhu 002; Zhengming Ding; Ke Lu 001; Yang Yang 002 (ACM Multimedia, 2020)

Hierarchical Bi-Directional Feature Perception Network for Person Re-Identification. - Zhipu Liu; Lei Zhang 038; Yang Yang 002 (ACM Multimedia, 2020)

Text-Embedded Bilinear Model for Fine-Grained Visual Recognition. - Liang Sun; Xiang Guan; Yang Yang 002; Lei Zhang 038 (ACM Multimedia, 2020)

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

Semantic feature augmentation for fine-grained visual categorization with few-sample training. - Xiang Guan; Yang Yang 002; Zheng Wang 044; Jingjing Li 001 (MMAsia, 2020)

Multi-level expression guided attention network for referring expression comprehension. - Liang Peng; Yang Yang 002; Xing Xu 001; Jingjing Li 001; Xiaofeng Zhu 001 (MMAsia, 2020)

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

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

Scene graph generation via multi-relation classification and cross-modal attention coordinator. - Xiaoyi Zhang; Zheng Wang 044; Xing Xu 001; Jiwei Wei; Yang Yang 002 (MMAsia, 2020)

Towards Fairness-Aware Disaster Informatics: an Interdisciplinary Perspective. - Yang Yang 002; Cheng Zhang 006; Chao Fan; Ali Mostafavi; Xia Hu 001 (IEEE Access, 2020)

Semiautomated social media analytics for sensing societal impacts due to community disruptions during disasters. - Cheng Zhang 006; Wenlin Yao; Yang Yang 002; Ruihong Huang; Ali Mostafavi (Comput. Aided Civ. Infrastructure Eng., 2020)

Interpretable Signed Link Prediction with Signed Infomax Hyperbolic Graph. - Yadan Luo; Zi Huang; Hongxu Chen 002; Yang Yang 002; Mahsa Baktashmotlagh (CoRR, 2020)

Discovering attractive segments in the user-generated video streams. - Zheng Wang 044; Jie Zhou 001; Jing Ma 004; Jingjing Li 001; Jiangbo Ai; Yang Yang 002 (Inf. Process. Manag., 2020)

Learning explicitly transferable representations for domain adaptation. - Mengmeng Jing; Jingjing Li 001; Ke Lu 001; Lei Zhu 002; Yang Yang 002 (Neural Networks, 2020)

Leveraging unpaired out-of-domain data for image captioning. - Xinghan Chen; Mingxing Zhang; Zheng Wang 044; Lin Zuo; Bo Li 072; Yang Yang 002 (Pattern Recognit. Lett., 2020)

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

Optimal Projection Guided Transfer Hashing for Image Retrieval. - Lei Zhang 038; Ji Liu 002; Yang Yang 002; Fuxiang Huang; Feiping Nie 001; David Zhang 001 (IEEE Trans. Circuits Syst. Video Technol., 2020)

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

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

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

Scalable Deep Hashing for Large-Scale Social Image Retrieval. - Hui Cui 004; Lei Zhu 002; Jingjing Li 001; Yang Yang 002; Liqiang Nie (IEEE Trans. Image Process., 2020)

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

Deep-Like Hashing-in-Hash for Visual Retrieval: An Embarrassingly Simple Method. - Lei Zhang 038; Ji Liu 002; Fuxiang Huang; Yang Yang 002; David Zhang 001 (IEEE Trans. Image Process., 2020)

PML-LocNet: Improving Object Localization With Prior-Induced Multi-View Learning Network. - Xiaopeng Zhang 008; Yang Yang 002; Hongkai Xiong; Jiashi Feng (IEEE Trans. Image Process., 2020)

Sparse Graph Connectivity for Image Segmentation. - Xiaofeng Zhu 001; Shichao Zhang 001; Jilian Zhang; Yonggang Li; Guangquan Lu; Yang Yang 002 (ACM Trans. Knowl. Discov. Data, 2020)

Self-weighted Multi-view Fuzzy Clustering. - Xiaofeng Zhu 001; Shichao Zhang 001; Yonghua Zhu; Wei Zheng; Yang Yang 002 (ACM Trans. Knowl. Discov. Data, 2020)

The Disruptions of 5G on Data-Driven Technologies and Applications. - Dumitrel Loghin; Shaofeng Cai; Gang Chen 001; Tien Tuan Anh Dinh; Feiyi Fan; Qian Lin 002; Janice Ng; Beng Chin Ooi; Xutao Sun; Quang-Trung Ta; Wei Wang 059; Xiaokui Xiao; et al. (IEEE Trans. Knowl. Data Eng., 2020)

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

Balanced Open Set Domain Adaptation via Centroid Alignment. - Mengmeng Jing; Jingjing Li 001; Lei Zhu 002; Zhengming Ding; Ke Lu 001; Yang Yang 002 (AAAI, 2021)

Adaptive Knowledge Driven Regularization for Deep Neural Networks. - Zhaojing Luo; Shaofeng Cai; Can Cui; Beng Chin Ooi; Yang Yang 002 (AAAI, 2021)

Twin-Channel Gan: Repair Shape with Twin-Channel Generative Adversarial Network and Structural Constraints. - Zhenjiang Du; Ning Xie 003; Zhitao Liu; Xiaohua Zhang; Yang Yang 002 (CGI, 2021)

Region Semantically Aligned Network for Zero-Shot Learning. - Ziyang Wang; Yunhao Gou; Jingjing Li 001; Yu Zhang 006; Yang Yang 002 (CIKM, 2021)

PSD: Principled Synthetic-to-Real Dehazing Guided by Physical Priors. - Zeyuan Chen; Yangchao Wang; Yang Yang 002; Dong Liu 002 (CVPR, 2021)

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

Does Keypoint Estimation Benefit Object Detection? An Empirical Study of One-stage and Two-stage Detectors. - Yang Yang 002; Akshay Asthana; Liang Zheng 001 (FG, 2021)

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

Towards Unbiased Covid-19 Lesion Localisation And Segmentation Via Weakly Supervised Learning. - Yang Yang 002; Jiancong Chen; Ruixuan Wang; Ting Ma; Lingwei Wang; Jie Chen 001; Wei-Shi Zheng 001; Tong Zhang 017 (ISBI, 2021)

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

Semantic Enhanced Cross-modal GAN for Zero-shot Learning. - Haotian Sun; Jiwei Wei; Yang Yang 002; Xing Xu 001 (MMAsia, 2021)

Hierarchical Composition Learning for Composed Query Image Retrieval. - Yahui Xu; Yi Bin; Guoqing Wang 001; Yang Yang 002 (MMAsia, 2021)

A Rate-based Drone Control with Adaptive Origin Update in Telexistence. - Di Zhang; Chi-Man Pun; Yang Yang 002; Hao Gao 005; Feng Xu 005 (VR, 2021)

VHCN : A Hybrid Data Center Network Based on VLC Link. - Zhijie Han 001; Yang Yang 002; Xiaoyu Du 001 (WI/IAT (Workshop/Special Session), 2021)

Representation Learning With Dual Autoencoder for Multi-Label Classification. - Yi Zhu 006; Yang Yang 002; Yun Li 010; Jipeng Qiang; Yunhao Yuan 001; Runmei Zhang (IEEE Access, 2021)

Self-supervised Discriminative Feature Learning for Multi-view Clustering. - Jie Xu 044; Yazhou Ren 001; Huayi Tang; Zhimeng Yang; Lili Pan 001; Yang Yang 002; Xiaorong Pu (CoRR, 2021)

ACNet: Approaching-and-Centralizing Network for Zero-Shot Sketch-Based Image Retrieval. - Hao Ren 002; Ziqiang Zheng; Yang Wu 001; Hong Lu 001; Yang Yang 002; Sai-Kit Yeung (CoRR, 2021)

Multi-View Partial (MVP) Point Cloud Challenge 2021 on Completion and Registration: Methods and Results. - Liang Pan; Tong Wu; Zhongang Cai; Ziwei Liu 002; Xumin Yu; Yongming Rao; Jiwen Lu; Jie Zhou 001; Mingye Xu; Xiaoyuan Luo; Kexue Fu 001; Peng Gao 007; et al. (CoRR, 2021)

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

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

Learning a Weighted Classifier for Conditional Domain Adaptation. - Fuming You; Hongzu Su; Jingjing Li 001; Lei Zhu 002; Ke Lu 001; Yang Yang 002 (Knowl. Based Syst., 2021)

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

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

Challenging tough samples in unsupervised domain adaptation. - Lin Zuo; Mengmeng Jing; Jingjing Li 001; Lei Zhu 002; Ke Lu 001; Yang Yang 002 (Pattern Recognit., 2021)

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

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

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

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

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

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

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

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

NAS-StegNet: Lightweight Image Steganography Networks via Neural Architecture Search. - Zhixian Wang; Guoqing Wang 001; Yang Yang 002 (ICONIP (3), 2022)

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

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

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

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

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

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

OpenMedIA: Open-Source Medical Image Analysis Toolbox and Benchmark Under Heterogeneous AI Computing Platforms. - Jia-Xin Zhuang; Xiansong Huang; Yang Yang 002; Jiancong Chen; Yue Yu 001; Wei Gao 003; Ge Li 002; Jie Chen 001; Tong Zhang 017 (PRCV (1), 2022)

Personalized recommendation with knowledge graph via dual-autoencoder. - Yang Yang 002; Yi Zhu 006; Yun Li 010 (Appl. Intell., 2022)

Medium Transmission Map Matters for Learning to Restore Real-World Underwater Images. - Kai Yan; Lanyue Liang; Ziqiang Zheng; Guoqing Wang 001; Yang Yang 002 (CoRR, 2022)

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

Domain adaptive state representation alignment for reinforcement learning. - Dongfen Li; Lichao Meng; Jingjing Li 001; Ke Lu 001; Yang Yang 002 (Inf. Sci., 2022)

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

Transferring Inter-Class Correlation for Teacher-Student frameworks with flexible models. - Hui Wen; Yue Wu; Jingjing Li 001; Chenming Yang; Hancong Duan; Yang Yang 002 (Knowl. Based Syst., 2022)

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

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

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

Understanding Social Biases Behind Location Names in Contextual Word Embedding Models. - Fangsheng Wu; Mengnan Du; Chao Fan; Ruixiang Tang; Yang Yang 002; Ali Mostafavi; Xia Hu 001 (IEEE Trans. Comput. Soc. Syst., 2022)

Entity Slot Filling for Visual Captioning. - Yi Bin; Yujuan Ding; Bo Peng 007; Liang Peng; Yang Yang 002; Tat-Seng Chua (IEEE Trans. Circuits Syst. Video Technol., 2022)

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

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

Localization of Networks on 3D Terrain Surfaces. - Xuan Li; Buri Ban; Yang Yang 002; Miao Jin (IEEE Trans. Mob. Comput., 2022)

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

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

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

Virtual Reality Aided High-Quality 3D Reconstruction by Remote Drones. - Di Zhang; Feng Xu 005; Chi-Man Pun; Yang Yang 002; Rushi Lan; Liejun Wang; Yujie Li 001; Hao Gao 005 (ACM Trans. Internet Techn., 2022)

Universal adversarial perturbations generative network. - Zheng Wang 044; Yang Yang 002; Jingjing Li 001; Xiaofeng Zhu 001 (World Wide Web, 2022)

Multi-level Storage Optimization for Intermediate Data in AI Model Training. - Junfeng Fu; Yang Yang 002; Gang Hu 004; Xianqiang Luo; Jie Shao 001 (ADC, 2023)

A Multi-stage Feature Enhancement Network with Second-Attention for Image Captioning. - Xiaobao Yang 001; Yang Yang 002; Junsheng Wu; Sugang Ma; Zhiqiang Hou; Bohui Song (AIPR, 2023)

Semi-supervised Medical Image Segmentation via Feature-perturbed Consistency. - Yang Yang 002; Ruixuan Wang; Tong Zhang 017; Jingyong Su (BIBM, 2023)

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

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

Non-Autoregressive Sentence Ordering. - Yi Bin; Wenhao Shi; Bin Ji 002; Jipeng Zhang; Yujuan Ding; Yang Yang 002 (EMNLP (Findings), 2023)

Unsupervised Sounding Pixel Learning. - Yining Zhang; Yanli Ji; Yang Yang 002 (EMNLP, 2023)

GT-Net: Variational Autoencoder Networks based on Graph Transformer for 3D Shape Learning. - Zhenjiang Du; Yi Lu; Guan Wang; Ning Xie 003; Yang Yang 002 (ICME, 2023)

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

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

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

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

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

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

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

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

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

Multimodal Physiological Signals Fusion for Online Emotion Recognition. - Tongjie Pan; Yalan Ye; Hecheng Cai; Shudong Huang; Yang Yang 002; Guoqing Wang 001 (ACM Multimedia, 2023)

Task-Adversarial Adaptation for Multi-modal Recommendation. - Hongzu Su; Jingjing Li 001; Fengling Li 001; Lei Zhu 002; Ke Lu 001; Yang Yang 002 (ACM Multimedia, 2023)

Noise-Robust Continual Test-Time Domain Adaptation. - Zhiqi Yu; Jingjing Li 001; Zhekai Du; Fengling Li 001; Lei Zhu 002; Yang Yang 002 (ACM Multimedia, 2023)

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

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

Cross-modal Consistency Learning with Fine-grained Fusion Network for Multimodal Fake News Detection. - Jun Li; Yi Bin; Jie Zou; Jiwei Wei; Guoqing Wang 001; Yang Yang 002 (MMAsia, 2023)

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

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

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

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

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

InternGPT: Solving Vision-Centric Tasks by Interacting with Chatbots Beyond Language. - Zhaoyang Liu 001; Yinan He; Wenhai Wang; Weiyun Wang; Yi Wang 074; Shoufa Chen; Qinglong Zhang; Zeqiang Lai; Yang Yang 002; Qingyun Li; Jiashuo Yu; Kunchang Li 002; et al. (CoRR, 2023)

Generative AI meets 3D: A Survey on Text-to-3D in AIGC Era. - Chenghao Li; Chaoning Zhang; Atish Waghwase; Lik-Hang Lee; François Rameau; Yang Yang 002; Sung-Ho Bae; Choong Seon Hong (CoRR, 2023)

Solving Math Word Problems with Reexamination. - Yi Bin; Wenhao Shi; Yujuan Ding; Yang Yang 002; See-Kiong Ng (CoRR, 2023)

Recent Advances in Multi-modal 3D Scene Understanding: A Comprehensive Survey and Evaluation. - Yinjie Lei; Zixuan Wang; Feng Chen; Guoqing Wang 001; Peng Wang 023; Yang Yang 002 (CoRR, 2023)

Generalized Damping Torque Analysis of Ultra-Low Frequency Oscillation in the Jerk Space. - Yichen Zhou; Yang Yang 002; Tao Zhou; Yonggang Li (CoRR, 2023)

Local Conditional Controlling for Text-to-Image Diffusion Models. - Yibo Zhao; Liang Peng; Yang Yang 002; Zekai Luo; Hengjia Li; Yao Chen; Wei Zhao 019; Qinglin Lu; Wei Liu 005; Boxi Wu (CoRR, 2023)

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

MobileVLM : A Fast, Strong and Open Vision Language Assistant for Mobile Devices. - Xiangxiang Chu; Limeng Qiao; Xinyang Lin; Shuang Xu; Yang Yang 002; Yiming Hu; Fei Wei; Xinyu Zhang 015; Bo Zhang 046; Xiaolin Wei; Chunhua Shen (CoRR, 2023)

Quaternion Representation Learning for cross-modal matching. - Zheng Wang 044; Xing Xu 001; Jiwei Wei; Ning Xie 003; Jie Shao 001; Yang Yang 002 (Knowl. Based Syst., 2023)

Physics Guided Remote Sensing Image Synthesis Network for Ship Detection. - Weichang Zhang; Rui Zhang; Guoqing Wang 001; Wei Li; Xun Liu; Yang Yang 002; Die Hu 001 (IEEE Trans. Geosci. Remote. Sens., 2023)

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

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

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

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

DC-FUDA: Improving deep clustering via fully unsupervised domain adaptation. - Zhimeng Yang; Yazhou Ren 001; Zirui Wu; Ming Zeng 009; Jie Xu 044; Yang Yang 002; Xiaorong Pu; Philip S. Yu; Lifang He 001 (Neurocomputing, 2023)

Improving Rumor Detection by Promoting Information Campaigns With Transformer-Based Generative Adversarial Learning. - Jing Ma 004; Jun Li; Wei Gao 001; Yang Yang 002; Kam-Fai Wong (IEEE Trans. Knowl. Data Eng., 2023)

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

Interpretable Signed Link Prediction With Signed Infomax Hyperbolic Graph. - Yadan Luo; Zi Huang; Hongxu Chen 002; Yang Yang 002; Hongzhi Yin; Mahsa Baktashmotlagh (IEEE Trans. Knowl. Data Eng., 2023)

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

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

Self-Supervised Discriminative Feature Learning for Deep Multi-View Clustering. - Jie Xu 044; Yazhou Ren 001; Huayi Tang; Zhimeng Yang; Lili Pan 001; Yang Yang 002; Xiaorong Pu; Philip S. Yu; Lifang He 001 (IEEE Trans. Knowl. Data Eng., 2023)

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

Hypercomplex context guided interaction modeling for scene graph generation. - Zheng Wang 044; Xing Xu 001; Yadan Luo; Guoqing Wang 001; Yang Yang 002 (Pattern Recognit., 2023)

ACNet: Approaching-and-Centralizing Network for Zero-Shot Sketch-Based Image Retrieval. - Hao Ren 002; Ziqiang Zheng; Yang Wu 001; Hong Lu 001; Yang Yang 002; Ying Shan; Sai-Kit Yeung (IEEE Trans. Circuits Syst. Video Technol., 2023)

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

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

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

CDPNet: Cross-Modal Dual Phases Network for Point Cloud Completion. - Zhenjiang Du; Jiale Dou; Zhitao Liu; Jiwei Wei; Guan Wang; Ning Xie 003; Yang Yang 002 (AAAI, 2024)

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

Independency Adversarial Learning for Cross-Modal Sound Separation. - Zhenkai Lin; Yanli Ji; Yang Yang 002 (AAAI, 2024)

Unsupervised Domain Adaptative Temporal Sentence Localization with Mutual Information Maximization. - Daizong Liu; Xiang Fang; Xiaoye Qu; Jianfeng Dong; He Yan; Yang Yang 002; Pan Zhou 001; Yu Cheng 001 (AAAI, 2024)

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

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

Ask or Recommend: An Empirical Study on Conversational Product Search. - Heli Ma; Jie Zou; Mohammad Aliannejadi; Evangelos Kanoulas; Yi Bin; Yang Yang 002 (CIKM, 2024)

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

Low-Rank Rescaled Vision Transformer Fine-Tuning: A Residual Design Approach. - Wei Dong 010; Xing Zhang; Bihui Chen; Dawei Yan; Zhijun Lin; Qingsen Yan; Peng Wang 023; Yang Yang 002 (CVPR, 2024)

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

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

Region-Aware Distribution Contrast: A Novel Approach to Multi-task Partially Supervised Learning. - Meixuan Li; Tianyu Li; Guoqing Wang 001; Peng Wang 023; Yang Yang 002; Jie Zou (ECCV (51), 2024)

Math-LLaVA: Bootstrapping Mathematical Reasoning for Multimodal Large Language Models. - Wenhao Shi; Zhiqiang Hu; Yi Bin; Junhua Liu; Yang Yang 002; See-Kiong Ng; Lidong Bing; Roy Ka-Wei Lee (EMNLP (Findings), 2024)

CIFAR-10-Warehouse: Broad and More Realistic Testbeds in Model Generalization Analysis. - Xiaoxiao Sun 002; Xingjian Leng; Zijian Wang 009; Yang Yang 002; Zi Huang; Liang Zheng 001 (ICLR, 2024)

Bounding Box Stability against Feature Dropout Reflects Detector Generalization across Environments. - Yang Yang 002; Wenhai Wang; Zhe Chen 017; Jifeng Dai; Liang Zheng 001 (ICLR, 2024)

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

Shapley Ensemble Adversarial Attack. - Zheng Wang 044; Bowen Tang; Yi Bin; Lei Zhu 002; Guoqing Wang 001; Yang Yang 002 (ICME, 2024)

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

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

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

MM-Forecast: A Multimodal Approach to Temporal Event Forecasting with Large Language Models. - Haoxuan Li 002; Zhengmao Yang; Yunshan Ma; Yi Bin; Yang Yang 002; Tat-Seng Chua (ACM Multimedia, 2024)

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

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

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

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

Generalizing ISP Model by Unsupervised Raw-to-raw Mapping. - Dongyu Xie; Chaofan Qiao; Lanyue Liang; Zhiwen Wang 004; Tianyu Li; Qiao Liu 003; Chongyi Li; Guoqing Wang 001; Yang Yang 002 (ACM Multimedia, 2024)

Bridging Gaps: Federated Multi-View Clustering in Heterogeneous Hybrid Views. - Xinyue Chen; Yazhou Ren 001; Jie Xu 044; Fangfei Lin; Xiaorong Pu; Yang Yang 002 (NeurIPS, 2024)

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

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

MobileVLM V2: Faster and Stronger Baseline for Vision Language Model. - Xiangxiang Chu; Limeng Qiao; Xinyu Zhang 015; Shuang Xu; Fei Wei; Yang Yang 002; Xiaofei Sun; Yiming Hu; Xinyang Lin; Bo Zhang 046; Chunhua Shen (CoRR, 2024)

Event-Driven Learning for Spiking Neural Networks. - Wenjie Wei; Malu Zhang; Jilin Zhang; Ammar Belatreche; Jibin Wu; Zijing Xu; Xuerui Qiu; Hong Chen 002; Yang Yang 002; Haizhou Li 001 (CoRR, 2024)

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

LoRA-Composer: Leveraging Low-Rank Adaptation for Multi-Concept Customization in Training-Free Diffusion Models. - Yang Yang 002; Wen Wang; Liang Peng; Chaotian Song; Yao Chen; Hengjia Li; Xiaolong Yang; Qinglin Lu; Deng Cai 001; Boxi Wu; Wei Liu 005 (CoRR, 2024)

Q-SNNs: Quantized Spiking Neural Networks. - Wenjie Wei; Yu Liang; Ammar Belatreche; Yichen Xiao; Honglin Cao; Zhenbang Ren; Guoqing Wang 001; Malu Zhang; Yang Yang 002 (CoRR, 2024)

Ternary Spike-based Neuromorphic Signal Processing System. - Shuai Wang; Dehao Zhang; Ammar Belatreche; Yichen Xiao; Hongyu Qing; Wenjie Wei; Malu Zhang; Yang Yang 002 (CoRR, 2024)

DMM: Disparity-guided Multispectral Mamba for Oriented Object Detection in Remote Sensing. - Minghang Zhou; Tianyu Li; Chaofan Qiao; Dongyu Xie; Guoqing Wang 001; Ningjuan Ruan; Lin Mei 001; Yang Yang 002 (CoRR, 2024)

SVFit: Parameter-Efficient Fine-Tuning of Large Pre-Trained Models Using Singular Values. - Chengwei Sun; Jiwei Wei; Yujia Wu; Yiming Shi; Shiyuan He; Zeyu Ma 002; Ning Xie 003; Yang Yang 002 (CoRR, 2024)

The Solution for Temporal Action Localisation Task of Perception Test Challenge 2024. - Yinan Han; Qingyuan Jiang; Hongming Mei; Yang Yang 002; Jinhui Tang 001 (CoRR, 2024)

LoLDU: Low-Rank Adaptation via Lower-Diag-Upper Decomposition for Parameter-Efficient Fine-Tuning. - Yiming Shi; Jiwei Wei; Yujia Wu; Ran Ran; Chengwei Sun; Shiyuan He; Yang Yang 002 (CoRR, 2024)

GCA-3D: Towards Generalized and Consistent Domain Adaptation of 3D Generators. - Hengjia Li; Yang Liu 212; Yibo Zhao; Haoran Cheng; Yang Yang 002; Linxuan Xia; Zekai Luo; Qibo Qiu; Boxi Wu; Tu Zheng; Zheng Yang 008; Deng Cai 001 (CoRR, 2024)

CA-Captioner: A novel concentrated attention for image captioning. - Xiaobao Yang 001; Yang Yang 002; Junsheng Wu; Wei Sun 036; Sugang Ma; Zhiqiang Hou (Expert Syst. Appl., 2024)

SAMT-generator: A second-attention for image captioning based on multi-stage transformer network. - Xiaobao Yang 001; Yang Yang 002; Sugang Ma; Zhijie Li; Wei Dong 010; Marcin Wozniak (Neurocomputing, 2024)

Text-to-image Generation Based on Conditional Semantic Augmentation. - Kai Yu; Yi Bin; Ziqiang Zheng; Yang Yang 002 (Int. J. Softw. Informatics, 2024)

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Robust Unpaired Image Dehazing via Density and Depth Decomposition. - Yang Yang 002; Chaoyue Wang; Xiaojie Guo; Dacheng Tao (Int. J. Comput. Vis., 2024)

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

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

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

Filter-based Stance Network for Rumor Verification. - Jun Li; Yi Bin; Yunshan Ma; Yang Yang 002; Zi Huang; Tat-Seng Chua (ACM Trans. Inf. Syst., 2024)

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

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

Focusing on Relevant Responses for Multi-Modal Rumor Detection. - Jun Li; Yi Bin; Liang Peng; Yang Yang 002; Yangyang Li; Hao Jin; Zi Huang (IEEE Trans. Knowl. Data Eng., 2024)

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

Towards Accurate Binary Spiking Neural Networks: Learning with Adaptive Gradient Modulation Mechanism. - Yu Liang; Wenjie Wei; Ammar Belatreche; Honglin Cao; Zijian Zhou 005; Shuai Wang; Malu Zhang; Yang Yang 002 (AAAI, 2025)

Leveraging Asynchronous Spiking Neural Networks for Ultra Efficient Event-Based Visual Processing. - Dingyi Zeng; Yuchen Wang; Honglin Cao; Wanlong Liu; Yichen Xiao; Chengzhuo Lu; Wenyu Chen 001; Malu Zhang; Guoqing Wang 001; Yang Yang 002 (AAAI, 2025)

Local Conditional Controlling for Text-to-Image Diffusion Models. - Yibo Zhao; Liang Peng; Yang Yang 002; Zekai Luo; Hengjia Li; Yao Chen; Zheng Yang 008; Xiaofei He 001; Wei Zhao 019; Qinglin Lu; Wei Liu 005; Boxi Wu (AAAI, 2025)

Memory-Free and Parallel Computation for Quantized Spiking Neural Networks. - Dehao Zhang; Shuai Wang; Yichen Xiao; Wenjie Wei; Yimeng Shan; Malu Zhang; Yang Yang 002 (ICASSP, 2025)

Quantized Spike-driven Transformer. - Xuerui Qiu; Malu Zhang; Jieyuan Zhang; Wenjie Wei; Honglin Cao; Junsheng Guo; Rui-Jie Zhu 003; Yimeng Shan; Yang Yang 002; Haizhou Li 001 (ICLR, 2025)

Beyond Whole Dialogue Modeling: Contextual Disentanglement for Conversational Recommendation. - Guojia An; Jie Zou; Jiwei Wei; Chaoning Zhang; Fuming Sun; Yang Yang 002 (SIGIR, 2025)

MSCRS: Multi-modal Semantic Graph Prompt Learning Framework for Conversational Recommender Systems. - Yibiao Wei; Jie Zou; Weikang Guo; Guoqing Wang 001; Xing Xu 001; Yang Yang 002 (SIGIR, 2025)

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

SGCDiff: Sketch-Guided Cross-modal Diffusion Model for 3D shape completion. - Zhenjiang Du; Yan Zhang; Zhitao Liu; Guan Wang; Zeyu Ma 002; Ning Xie 003; Yang Yang 002 (Neurocomputing, 2025)

Adapting lightweight SAM with gradient map for mirror object segmentation. - Dongshen Han; Chaoning Zhang; Fachrina Dewi Puspitasari; Shuxu Chen; Feng Qiao; Sheng Zheng; Sungyoung Lee 001; Choong Seon Hong; Yang Yang 002 (Inf. Sci., 2025)

Text-guided dynamic mouth motion capturing for person-generic talking face generation. - Ke Liu; Jiwei Wei; Ruiqi Yuan; Ruikun Chai; Shiyuan He; Zeyu Ma 002; Yang Yang 002 (Knowl. Based Syst., 2025)

Semi-supervised medical image segmentation via weak-to-strong perturbation consistency and edge-aware contrastive representation. - Yang Yang 002; Guoying Sun; Tong Zhang 017; Ruixuan Wang; Jingyong Su (Medical Image Anal., 2025)

ESTSformer: Efficient spatio-temporal spiking transformer. - Chengzhuo Lu; Huilin Du; Wenjie Wei; Qian Sun; Yuchen Wang; Dingyi Zeng; Wenyu Chen 001; Malu Zhang; Yang Yang 002 (Neural Networks, 2025)

Adapting ObjectBox for accurate hand detection. - Yang Yang 002; Jun He; Xueliang Liu; Richang Hong (Pattern Recognit., 2025)

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

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

Facial Action Units as a Joint Dataset Training Bridge for Facial Expression Recognition. - Shuyi Mao; Xinpeng Li 004; Fan Zhang 111; Xiaojiang Peng; Yang Yang 002 (IEEE Trans. Multim., 2025)

Binary Event-Driven Spiking Transformer. - Honglin Cao; Zijian Zhou 005; Wenjie Wei; Ammar Belatreche; Yu Liang; Dehao Zhang; Malu Zhang; Yang Yang 002; Haizhou Li 001 (CoRR, 2025)

QP-SNN: Quantized and Pruned Spiking Neural Networks. - Wenjie Wei; Malu Zhang; Zijian Zhou 005; Ammar Belatreche; Yimeng Shan; Yu Liang; Honglin Cao; Jieyuan Zhang; Yang Yang 002 (CoRR, 2025)

Spiking Vision Transformer with Saccadic Attention. - Shuai Wang; Malu Zhang; Dehao Zhang; Ammar Belatreche; Yichen Xiao; Yu Liang; Yimeng Shan; Qian Sun; Enqi Zhang; Yang Yang 002 (CoRR, 2025)

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

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

Rebalanced Multimodal Learning with Data-aware Unimodal Sampling. - Qingyuan Jiang; Zhouyang Chi; Xiao Ma; Qirong Mao; Yang Yang 002; Jinhui Tang 001 (CoRR, 2025)

SDTrack: A Baseline for Event-based Tracking via Spiking Neural Networks. - Yimeng Shan; Zhenbang Ren; Haodi Wu; Wenjie Wei; Rui-Jie Zhu 003; Shuai Wang; Dehao Zhang; Yichen Xiao; Jieyuan Zhang; Kexin Shi; Jingzhinan Wang; Jason K. Eshraghian; et al. (CoRR, 2025)

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

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

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

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

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

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

MSCRS: Multi-modal Semantic Graph Prompt Learning Framework for Conversational Recommender Systems. - Yibiao Wei; Jie Zou; Weikang Guo; Guoyin Wang 001; Xing Xu 001; Yang Yang 002 (CoRR, 2025)

SemCORE: A Semantic-Enhanced Generative Cross-Modal Retrieval Framework with MLLMs. - Haoxuan Li 002; Yi Bin; Yunshan Ma; Guoyin Wang 001; Yang Yang 002; See-Kiong Ng; Tat-Seng Chua (CoRR, 2025)

Toward Energy-Efficient Spike-Based Deep Reinforcement Learning With Temporal Coding. - Malu Zhang; Shuai Wang; Jibin Wu; Wenjie Wei; Dehao Zhang; Zijian Zhou 005; Siying Wang 002; Fan Zhang 068; Yang Yang 002 (IEEE Comput. Intell. Mag., 2025)

Any-to-Bokeh: One-Step Video Bokeh via Multi-Plane Image Guided Diffusion. - Yang Yang 002; Siming Zheng; Jinwei Chen; Boxi Wu; Xiaofei He 001; Deng Cai 001; Bo Li 026; Peng-Tao Jiang (CoRR, 2025)

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

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

Toward Building Human-Like Sequential Memory Using Brain-Inspired Spiking Neural Models. - Malu Zhang; Xiaoling Luo 001; Jibin Wu; Ammar Belatreche; Siqi Cai 002; Yang Yang 002; Haizhou Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2025)

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

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

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

Boundary-Guided Contrastive Learning for Semi-Supervised Medical Image Segmentation. - Yang Yang 002; Jiaxin Zhuang; Guoying Sun; Ruixuan Wang; Jingyong Su (IEEE Trans. Medical Imaging, 2025)

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