Shen, Heng Tao

84 publications

ICLR 2026 GeoPurify: A Data-Efficient Geometric Distillation Framework for Open-Vocabulary 3D Segmentation Weijia Dou, Xu Zhang, Yi Bin, Jian Liu, Bo Peng, Guoqing Wang, Yang Yang, Heng Tao Shen

ICLR 2026 Policy Contrastive Decoding for Robotic Foundation Models Shihan Wu, Xu Luo, Ji Zhang, Junlin Xie, Jingkuan Song, Heng Tao Shen, Lianli Gao

ICML 2025 Analytical Construction on Geometric Architectures: Transitioning from Static to Temporal Link Prediction Yadong Sun, Xiaofeng Cao, Ivor Tsang, Heng Tao Shen

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

ICCV 2025 CoSMIC: Continual Self-Supervised Learning for Multi-Domain Medical Imaging via Conditional Mutual Information Maximization Yihang Liu, Ying Wen, Longzhen Yang, Lianghua He, Heng Tao Shen

ICCV 2025 Implicit Counterfactual Learning for Audio-Visual Segmentation Mingfeng Zha, Tianyu Li, Guoqing Wang, Peng Wang, Yangyang Wu, Yang Yang, Heng Tao Shen

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

NeurIPS 2025 SafePTR: Token-Level Jailbreak Defense in Multimodal LLMs via Prune-Then-Restore Mechanism Beitao Chen, Xinyu Lyu, Shengming Yuan, Jingkuan Song, Heng Tao Shen, Lianli Gao

CoRL 2025 Shortcut Learning in Generalist Robot Policies: The Role of Dataset Diversity and Fragmentation Youguang Xing, Xu Luo, Junlin Xie, Lianli Gao, Heng Tao Shen, Jingkuan Song

CVPR 2025 Skip Tuning: Pre-Trained Vision-Language Models Are Effective and Efficient Adapters Themselves Shihan Wu, Ji Zhang, Pengpeng Zeng, Lianli Gao, Jingkuan Song, Heng Tao Shen

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

NeurIPS 2025 Table2LaTeX-RL: High-Fidelity LaTeX Code Generation from Table Images via Reinforced Multimodal Language Models Jun Ling, Yao Qi, Tao Huang, Shibo Zhou, Yanqin Huang, Yang Jiang, Ziqi Song, Ying Zhou, Yang Yang, Heng Tao Shen, Peng Wang

AAAI 2024 Adaptive Uncertainty-Based Learning for Text-Based Person Retrieval Shenshen Li, Chen He, Xing Xu, Fumin Shen, Yang Yang, Heng Tao Shen

NeurIPS 2024 Alleviating Hallucinations in Large Vision-Language Models Through Hallucination-Induced Optimization Xinyu Lyu, Beitao Chen, Lianli Gao, Jingkuan Song, Heng Tao Shen

ICLR 2024 An Efficient Membership Inference Attack for the Diffusion Model by Proximal Initialization Fei Kong, Jinhao Duan, RuiPeng Ma, Heng Tao Shen, Xiaoshuang Shi, Xiaofeng Zhu, Kaidi Xu

NeurIPS 2024 CoIN: A Benchmark of Continual Instruction Tuning for Multimodel Large Language Models Cheng Chen, Junchen Zhu, Xu Luo, Heng Tao Shen, Jingkuan Song, Lianli Gao

CVPR 2024 DePT: Decoupled Prompt Tuning Ji Zhang, Shihan Wu, Lianli Gao, Heng Tao Shen, Jingkuan Song

ECCV 2024 Diffusion Models as Optimizers for Efficient Planning in Offline RL Renming Huang, Yunqiang Pei, Guoqing Wang, Yangming Zhang, Yang Yang, Peng Wang, Heng Tao Shen

CVPR 2024 Embracing Unimodal Aleatoric Uncertainty for Robust Multimodal Fusion Zixian Gao, Xun Jiang, Xing Xu, Fumin Shen, Yujie Li, Heng Tao Shen

CVPR 2024 Ensemble Diversity Facilitates Adversarial Transferability Bowen Tang, Zheng Wang, Yi Bin, Qi Dou, Yang Yang, Heng Tao Shen

CoRL 2024 Goal-Reaching Policy Learning from Non-Expert Observations via Effective Subgoal Guidance RenMing Huang, Shaochong Liu, Yunqiang Pei, Peng Wang, Guoqing Wang, Yang Yang, Heng Tao Shen

JMLR 2024 Mentored Learning: Improving Generalization and Convergence of Student Learner Xiaofeng Cao, Yaming Guo, Heng Tao Shen, Ivor W. Tsang, James T. Kwok

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

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

ICLR 2024 Self-Supervised Heterogeneous Graph Learning: A Homophily and Heterogeneity View Yujie Mo, Feiping Nie, Ping Hu, Heng Tao Shen, Zheng Zhang, Xinchao Wang, Xiaofeng Zhu

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

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

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

ICML 2023 A Universal Unbiased Method for Classification from Aggregate Observations Zixi Wei, Lei Feng, Bo Han, Tongliang Liu, Gang Niu, Xiaofeng Zhu, Heng Tao Shen

ICML 2023 Disentangled Multiplex Graph Representation Learning Yujie Mo, Yajie Lei, Jialie Shen, Xiaoshuang Shi, Heng Tao Shen, Xiaofeng Zhu

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

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

CVPR 2023 Multilateral Semantic Relations Modeling for Image Text Retrieval Zheng Wang, Zhenwei Gao, Kangshuai Guo, Yang Yang, Xiaoming Wang, Heng Tao Shen

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

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

ICCV 2023 Part-Aware Transformer for Generalizable Person Re-Identification Hao Ni, Yuke Li, Lianli Gao, Heng Tao Shen, Jingkuan Song

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

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

CVPR 2022 Semi-Supervised Video Paragraph Grounding with Contrastive Encoder Xun Jiang, Xing Xu, Jingran Zhang, Fumin Shen, Zuo Cao, Heng Tao Shen

AAAI 2022 TVT: Three-Way Vision Transformer Through Multi-Modal Hypersphere Learning for Zero-Shot Sketch-Based Image Retrieval Jialin Tian, Xing Xu, Fumin Shen, Yang Yang, Heng Tao Shen

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

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

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

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

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

AAAI 2021 RSGNet: Relation Based Skeleton Graph Network for Crowded Scenes Pose Estimation Yan Dai, Xuanhan Wang, Lianli Gao, Jingkuan Song, Heng Tao Shen

ICCV 2021 Webly Supervised Fine-Grained Recognition: Benchmark Datasets and an Approach Zeren Sun, Yazhou Yao, Xiu-Shen Wei, Yongshun Zhang, Fumin Shen, Jianxin Wu, Jian Zhang, Heng Tao Shen

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

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

ECCV 2020 Patch-Wise Attack for Fooling Deep Neural Network Lianli Gao, Qilong Zhang, Jingkuan Song, Xianglong Liu, Heng Tao Shen

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

CVPR 2020 Universal Weighting Metric Learning for Cross-Modal Matching Jiwei Wei, Xing Xu, Yang Yang, Yanli Ji, Zheng Wang, Heng Tao Shen

CVPR 2020 What Machines See Is Not What They Get: Fooling Scene Text Recognition Models with Adversarial Text Images Xing Xu, Jiefu Chen, Jinhui Xiao, Lianli Gao, Fumin Shen, Heng Tao Shen

IJCAI 2019 Beyond Product Quantization: Deep Progressive Quantization for Image Retrieval Lianli Gao, Xiaosu Zhu, Jingkuan Song, Zhou Zhao, Heng Tao Shen

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

AAAI 2019 Deliberate Attention Networks for Image Captioning Lianli Gao, Kaixuan Fan, Jingkuan Song, Xianglong Liu, Xing Xu, Heng Tao Shen

CVPR 2019 Exact Adversarial Attack to Image Captioning via Structured Output Learning with Latent Variables Yan Xu, Baoyuan Wu, Fumin Shen, Yanbo Fan, Yong Zhang, Heng Tao Shen, Wei Liu

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

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

CVPR 2019 Sequence-to-Sequence Domain Adaptation Network for Robust Text Image Recognition Yaping Zhang, Shuai Nie, Wenju Liu, Xing Xu, Dongxiang Zhang, Heng Tao Shen

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

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

AAAI 2018 Binary Generative Adversarial Networks for Image Retrieval Jingkuan Song, Tao He, Lianli Gao, Xing Xu, Alan Hanjalic, Heng Tao Shen

IJCAI 2018 Coarse-to-Fine Image Co-Segmentation with Intra and Inter Rank Constraints Lianli Gao, Jingkuan Song, Dongxiang Zhang, Heng Tao Shen

AAAI 2018 Deep Region Hashing for Generic Instance Search from Images Jingkuan Song, Tao He, Lianli Gao, Xing Xu, Heng Tao Shen

IJCAI 2018 Dual Conditional GANs for Face Aging and Rejuvenation Jingkuan Song, Jingqiu Zhang, Lianli Gao, Xianglong Liu, Heng Tao Shen

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

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

AAAI 2017 An Integrated Model for Effective Saliency Prediction Xiaoshuai Sun, Zi Huang, Hongzhi Yin, Heng Tao Shen

AAAI 2017 Event Video Mashup: From Hundreds of Videos to Minutes of Skeleton Lianli Gao, Peng Wang, Jingkuan Song, Zi Huang, Jie Shao, Heng Tao Shen

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

ICCV 2017 Leveraging Weak Semantic Relevance for Complex Video Event Classification Chao Li, Jiewei Cao, Zi Huang, Lei Zhu, Heng Tao Shen

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

CVPR 2017 Multi-Attention Network for One Shot Learning Peng Wang, Lingqiao Liu, Chunhua Shen, Zi Huang, Anton van den Hengel, Heng Tao Shen

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

IJCAI 2016 A Unified Framework for Discrete Spectral Clustering Yang Yang, Fumin Shen, Zi Huang, Heng Tao Shen

AAAI 2016 Graph-Without-Cut: An Ideal Graph Learning for Image Segmentation Lianli Gao, Jingkuan Song, Feiping Nie, Fuhao Zou, Nicu Sebe, Heng Tao Shen

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

ICCV 2015 Learning Binary Codes for Maximum Inner Product Search Fumin Shen, Wei Liu, Shaoting Zhang, Yang Yang, Heng Tao Shen

CVPR 2015 Optimal Graph Learning with Partial Tags and Multiple Features for Image and Video Annotation Lianli Gao, Jingkuan Song, Feiping Nie, Yan Yan, Nicu Sebe, Heng Tao Shen

CVPR 2015 Supervised Discrete Hashing Fumin Shen, Chunhua Shen, Wei Liu, Heng Tao Shen

IJCAI 2011 L2, 1-Norm Regularized Discriminative Feature Selection for Unsupervised Learning Yi Yang, Heng Tao Shen, Zhigang Ma, Zi Huang, Xiaofang Zhou

AAAI 2011 Nonnegative Spectral Clustering with Discriminative Regularization Yi Yang, Heng Tao Shen, Feiping Nie, Rongrong Ji, Xiaofang Zhou

CVPR 2011 Tag Localization with Spatial Correlations and Joint Group Sparsity Yang Yang, Yi Yang, Zi Huang, Heng Tao Shen, Feiping Nie