PPaperPicks

Heng Tao Shen

University of Electronic Science and Technology of China, School of Computer Science and Engineering, Chengdu, China

61 papers at tracked venues · 58 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-2999-2088 ↗Google Scholar ↗Homepage ↗

Venues

ACM MM ×17CVPR ×8AAAI ×7NeurIPS ×5ACL ×4ICCV ×3ICDE ×3ICLR ×3SIGIR ×2VLDB ×2ECCV ×1EMNLP ×1ICML ×1IJCAI ×1SIGKDD ×1SIGMOD ×1UIST ×1

Frequent coauthors

Yang Yang
×21
Jingkuan Song
×19
Xing Xu
×13
Guoqing Wang
×11
Lianli Gao
×10
Peng Wang
×9
Xun Jiang
×7
Yunqiang Pei
×7
Xiaofeng Zhu
×7
Pengpeng Zeng
×6
Fumin Shen
×5
Zheng Wang
×5

Papers

  1. Agent-GWO: Collaborative Agents for Dynamic Prompt Optimization in Large Language Models
    ACL 2026 ·
    Xudong Wang
    ,
    Chaoning Zhang
    ,
    Chenghao Li
    ,
    Shuxu Chen
    ,
    Qigan Sun
    ,
    Jiaquan Zhang
    ,
    Fachrina Dewi Puspitasari
    ,
    Tae-Ho Kim
    ,
    Jiwei Wei
    ,
    Malu Zhang
    ,
    Guoqing Wang
    ,
    Yang Yang
    , Heng Tao Shen
  2. De-biased Natural Language Egocentric Task Verification via Prototypical Evidence Learning
    AAAI 2026 ·
    Chong Liu
    ,
    Xun Jiang
    ,
    Fumin Shen
    ,
    Lei Zhu
    ,
    Jingkuan Song
    , Heng Tao Shen,
    Xing Xu
  3. FGIM: a Fast Graph-based Indexes Merging Framework for Approximate Nearest Neighbor Search
    SIGMOD 2026 ·
    Zekai Wu
    ,
    Jiabao Jin
    ,
    Peng Cheng
    ,
    Xiaoyao Zhong
    ,
    Lei Chen
    ,
    Yongxin Tong
    ,
    Zhitao Shen
    ,
    Jingkuan Song
    , Heng Tao Shen,
    Xuemin Lin
  4. Hyper-Opinion Vagueness Quantification for Robust Multimodal Learning
    AAAI 2026 ·
    Disen Hu
    ,
    Xun Jiang
    ,
    Xiaofeng Cao
    ,
    Zheng Wang
    ,
    Jingkuan Song
    , Heng Tao Shen,
    Xing Xu
  5. RISER: Orchestrating Latent Reasoning Skills for Adaptive Activation Steering
    ACL 2026 ·
    Wencheng Ye
    ,
    Xiaoyang Yuan
    ,
    Yi Bin
    ,
    Hengyu Jin
    ,
    Liang Peng
    ,
    Pengpeng Zeng
    , Heng Tao Shen
  6. SINDI: An Efficient Index for Sparse Vector Approximate Maximum Inner Product Search
    ICDE 2026 ·
    Ruoxuan Li
    ,
    Xiaoyao Zhong
    ,
    Jiabao Jin
    ,
    Peng Cheng
    ,
    Wangze Ni
    ,
    Zhitao Shen
    ,
    Wei Jia
    ,
    Xiangyu Wang
    , Heng Tao Shen,
    Jingkuan Song
  7. Unleashing the Potential of Neighbors: Diffusion-based Latent Neighbor Generation for Session-based Recommendation
    SIGKDD 2026 ·
    Yuhan Yang
    ,
    Jie Zou
    ,
    Guojia An
    ,
    Jiwei Wei
    ,
    Yang Yang
    , Heng Tao Shen
  8. AICL: Action In-Context Learning for Text-to-Video Generation
    ACM MM 2025 ·
    Jianzhi Liu
    ,
    Junchen Zhu
    ,
    Pengpeng Zeng
    ,
    Lianli Gao
    , Heng Tao Shen,
    Jingkuan Song
  9. Analytical Construction on Geometric Architectures: Transitioning from Static to Temporal Link Prediction
    ICML 2025 ·
    Yadong Sun
    ,
    Xiaofeng Cao
    ,
    Ivor W. Tsang
    , Heng Tao Shen
  10. AttentionAR: AR Adaptation and Warning for Real-World Safety via Attention Modeling and MLLM Reasoning
    UIST 2025 ·
    Yunqiang Pei
    ,
    Renming Huang
    ,
    Mingfeng Zha
    ,
    Guoqing Wang
    ,
    Peng Wang
    ,
    Qiao Kang
    ,
    Yang Yang
    , Heng Tao Shen
  11. CDTR: Semantic Alignment for Video Moment Retrieval Using Concept Decomposition Transformer
    AAAI 2025 ·
    Ran Ran
    ,
    Jiwei Wei
    ,
    Xiangyi Cai
    ,
    Xiang Guan
    ,
    Jie Zou
    ,
    Yang Yang
    , Heng Tao Shen
  12. CoSMIC: Continual Self-Supervised Learning for Multi-Domain Medical Imaging Via Conditional Mutual Information Maximization
    ICCV 2025 ·
    Yihang Liu
    ,
    Ying Wen
    ,
    Longzhen Yang
    ,
    Lianghua He
    , Heng Tao Shen
  13. Efficient Adaptation of Pre-Trained Vision Transformer Underpinned by Approximately Orthogonal Fine-Tuning Strategy
    ICCV 2025 ·
    Yiting Yang
    ,
    Hao Luo
    ,
    Yuan Sun
    ,
    Qingsen Yan
    ,
    Haokui Zhang
    ,
    Wei Dong
    ,
    Guoqing Wang
    ,
    Peng Wang
    ,
    Yang Yang
    , Hengtao Shen
  14. From Observation to Understanding: Front-Door Adjustments with Uncertainty Calibration for Enhancing Egocentric Reasoning in LVLMs
    ACL 2025 ·
    Shenshen Li
    ,
    Wenxin Meng
    ,
    Lei Wang
    ,
    Hao Yang
    ,
    Chong Peng
    ,
    Peng Yan
    ,
    Fumin Shen
    ,
    Jingkuan Song
    , Heng Tao Shen,
    Xing Xu
  15. Geometric Gradient Divergence Modulation for Imbalanced Multimodal Learning
    ACM MM 2025 ·
    Disen Hu
    ,
    Xun Jiang
    ,
    Zhe Sun
    ,
    Hao Yang
    ,
    Chong Peng
    ,
    Peng Yan
    , Heng Tao Shen,
    Xing Xu
  16. Implicit Counterfactual Learning for Audio-Visual Segmentation
    ICCV 2025 ·
    Mingfeng Zha
    ,
    Tianyu Li
    ,
    Guoyin Wang
    ,
    Peng Wang
    ,
    Yangyang Wu
    ,
    Yang Yang
    , Heng Tao Shen
  17. Infinite Stream Estimation under Personalized w-Event Privacy
    VLDB 2025 ·
    Leilei Du
    ,
    Peng Cheng
    ,
    Lei Chen
    , Heng Tao Shen,
    Xuemin Lin
    ,
    Wei Xi
  18. InteractGuide: LLM-Enhanced Multimodal Reasoning for User-Centric Interaction Recommendations in AR-HRI Authoring
    ACM MM 2025 ·
    Yunqiang Pei
    ,
    Hongrong Yang
    ,
    Kaiyue Zhang
    ,
    Guoqing Wang
    ,
    Peng Wang
    ,
    Chaoning Zhang
    ,
    Yang Yang
    , Heng Tao Shen
  19. MMEvol: Empowering Multimodal Large Language Models with Evol-Instruct
    ACL 2025 ·
    Run Luo
    ,
    Haonan Zhang
    ,
    Longze Chen
    ,
    Ting-En Lin
    ,
    Xiong Liu
    ,
    Yuchuan Wu
    ,
    Min Yang
    ,
    Yongbin Li
    ,
    Minzheng Wang
    ,
    Pengpeng Zeng
    ,
    Lianli Gao
    , Heng Tao Shen,
    Yunshui Li
    ,
    Hamid Alinejad-Rokny
    ,
    Xiaobo Xia
    ,
    Jingkuan Song
    ,
    Fei Huang
  20. PHGC: Procedural Heterogeneous Graph Completion for Natural Language Task Verification in Egocentric Videos
    CVPR 2025 ·
    Xun Jiang
    ,
    Zhiyi Huang
    ,
    Xing Xu
    ,
    Jingkuan Song
    ,
    Fumin Shen
    , Heng Tao Shen
  21. PSCon: Product Search Through Conversations
    SIGIR 2025 ·
    Jie Zou
    ,
    Mohammad Aliannejadi
    ,
    Evangelos Kanoulas
    ,
    Shuxi Han
    ,
    Heli Ma
    ,
    Zheng Wang
    ,
    Yang Yang
    , Heng Tao Shen
  22. RadLAS: A Foundation Model for Interpretable Radiography Image Analysis with Lesion-Aware Self-Supervised Pre-training
    ACM MM 2025 ·
    Yihang Liu
    ,
    Ying Wen
    ,
    Longzhen Yang
    ,
    Lianghua He
    , Heng Tao Shen
  23. SaP-Bot: A Multimodal Large-Language Model for End-to-End Same-Product Identification
    ACM MM 2025 ·
    Yixuan Zhou
    ,
    Yulu Tian
    ,
    Wenliang Zhong
    ,
    Xingbin Yu
    , Heng Tao Shen,
    Xing Xu
  24. SafePTR: Token-Level Jailbreak Defense in Multimodal LLMs via Prune-then-Restore Mechanism
    NeurIPS 2025 ·
    Beitao Chen
    ,
    Xinyu Lyu
    ,
    Shengming Yuan
    ,
    Jingkuan Song
    , Hengtao Shen,
    Lianli Gao
  25. Self-Supervised Anatomical Consistency Learning for Vision-Grounded Medical Report Generation
    ACM MM 2025 ·
    Longzhen Yang
    ,
    Zhangkai Ni
    ,
    Ying Wen
    ,
    Yihang Liu
    ,
    Lianghua He
    , Heng Tao Shen
  26. Skip Tuning: Pre-trained Vision-Language Models are Effective and Efficient Adapters Themselves
    CVPR 2025 ·
    Shihan Wu
    ,
    Ji Zhang
    ,
    Pengpeng Zeng
    ,
    Lianli Gao
    ,
    Jingkuan Song
    , Heng Tao Shen
  27. TAU-106K: A New Dataset for Comprehensive Understanding of Traffic Accident
    ICLR 2025 ·
    Yixuan Zhou
    ,
    Long Bai
    ,
    Sijia Cai
    ,
    Bing Deng
    ,
    Xing Xu
    , Heng Tao Shen
  28. Table2LaTeX-RL: High-Fidelity LaTeX Code Generation from Table Images via Reinforced Multimodal Language Models
    NeurIPS 2025 ·
    Jun Ling
    ,
    Yao Qi
    ,
    Tao Huang
    ,
    Shibo Zhou
    ,
    Yanqin Huang
    ,
    Jiang Yang
    ,
    Ziqi Song
    ,
    Ying Zhou
    ,
    Yang Yang
    , Hengtao Shen,
    Peng Wang
  29. Towards Explicit Geometry-Reflectance Collaboration for Generalized LiDAR Segmentation in Adverse Weather
    CVPR 2025 ·
    Longyu Yang
    ,
    Ping Hu
    ,
    Shangbo Yuan
    ,
    Lu Zhang
    ,
    Jun Liu
    , Hengtao Shen,
    Xiaofeng Zhu
  30. VSAG: An Optimized Search Framework for Graph-based Approximate Nearest Neighbor Search
    VLDB 2025 ·
    Xiaoyao Zhong
    ,
    Haotian Li
    ,
    Jiabao Jin
    ,
    Mingyu Yang
    ,
    Deming Chu
    ,
    Xiangyu Wang
    ,
    Zhitao Shen
    ,
    Wei Jia
    ,
    George Gu
    ,
    Yi Xie
    ,
    Xuemin Lin
    , Heng Tao Shen,
    Jingkuan Song
    ,
    Peng Cheng
  31. ACT-Diffusion: Efficient Adversarial Consistency Training for One-Step Diffusion Models
    CVPR 2024 ·
    Fei Kong
    ,
    Jinhao Duan
    ,
    Lichao Sun
    ,
    Hao Cheng
    ,
    Renjing Xu
    , Hengtao Shen,
    Xiaofeng Zhu
    ,
    Xiaoshuang Shi
    ,
    Kaidi Xu
  32. Adaptive Uncertainty-Based Learning for Text-Based Person Retrieval
    AAAI 2024 ·
    Shenshen Li
    ,
    Chen He
    ,
    Xing Xu
    ,
    Fumin Shen
    ,
    Yang Yang
    , Heng Tao Shen
  33. Alleviating Hallucinations in Large Vision-Language Models through Hallucination-Induced Optimization
    NeurIPS 2024 ·
    Xinyu Lyu
    ,
    Beitao Chen
    ,
    Lianli Gao
    , Hengtao Shen,
    Jingkuan Song
  34. An Efficient Membership Inference Attack for the Diffusion Model by Proximal Initialization
    ICLR 2024 ·
    Fei Kong
    ,
    Jinhao Duan
    ,
    Ruipeng Ma
    , Heng Tao Shen,
    Xiaoshuang Shi
    ,
    Xiaofeng Zhu
    ,
    Kaidi Xu
  35. Cascaded Adversarial Attack: Simultaneously Fooling Rain Removal and Semantic Segmentation Networks
    ACM MM 2024 ·
    Zhiwen Wang
    ,
    Yuhui Wu
    ,
    Zheng Wang
    ,
    Jiwei Wei
    ,
    Tianyu Li
    ,
    Guoqing Wang
    ,
    Yang Yang
    , Hengtao Shen
  36. Caterpillar: A Pure-MLP Architecture with Shifted-Pillars-Concatenation
    ACM MM 2024 ·
    Jin Sun
    ,
    Xiaoshuang Shi
    ,
    Zhiyuan Wang
    ,
    Kaidi Xu
    , Heng Tao Shen,
    Xiaofeng Zhu
  37. CoIN: A Benchmark of Continual Instruction Tuning for Multimodel Large Language Models
    NeurIPS 2024 ·
    Cheng Chen
    ,
    Junchen Zhu
    ,
    Xu Luo
    , Hengtao Shen,
    Jingkuan Song
    ,
    Lianli Gao
  38. ConU: Conformal Uncertainty in Large Language Models with Correctness Coverage Guarantees
    EMNLP 2024 ·
    Zhiyuan Wang
    ,
    Jinhao Duan
    ,
    Lu Cheng
    ,
    Yue Zhang
    ,
    Qingni Wang
    ,
    Xiaoshuang Shi
    ,
    Kaidi Xu
    , Heng Tao Shen,
    Xiaofeng Zhu
  39. Counterfactually Augmented Event Matching for De-biased Temporal Sentence Grounding
    ACM MM 2024 ·
    Xun Jiang
    ,
    Zhuoyuan Wei
    ,
    Shenshen Li
    ,
    Xing Xu
    ,
    Jingkuan Song
    , Heng Tao Shen
  40. Cross-Insight Trader: A Trading Approach Integrating Policies with Diverse Investment Horizons for Portfolio Management
    ICDE 2024 ·
    Zetao Zheng
    ,
    Jie Shao
    ,
    Shilong Deng
    ,
    Anjie Zhu
    , Heng Tao Shen,
    Xiaofang Zhou
  41. DePT: Decoupled Prompt Tuning
    CVPR 2024 ·
    Ji Zhang
    ,
    Shihan Wu
    ,
    Lianli Gao
    , Heng Tao Shen,
    Jingkuan Song
  42. Diffusion Models as Optimizers for Efficient Planning in Offline RL
    ECCV 2024 ·
    Renming Huang
    ,
    Yunqiang Pei
    ,
    Guoqing Wang
    ,
    Yangming Zhang
    ,
    Yang Yang
    ,
    Peng Wang
    , Hengtao Shen
  43. Efficient Adaptation of Pre-trained Vision Transformer via Householder Transformation
    NeurIPS 2024 ·
    Wei Dong
    ,
    Yuan Sun
    ,
    Yiting Yang
    ,
    Xing Zhang
    ,
    Zhijun Lin
    ,
    Qingsen Yan
    ,
    Haokui Zhang
    ,
    Peng Wang
    ,
    Yang Yang
    , Hengtao Shen
  44. Embracing Unimodal Aleatoric Uncertainty for Robust Multimodal Fusion
    CVPR 2024 ·
    Zixian Gao
    ,
    Xun Jiang
    ,
    Xing Xu
    ,
    Fumin Shen
    ,
    Yujie Li
    , Heng Tao Shen
  45. Emotion Recognition in HMDs: A Multi-task Approach Using Physiological Signals and Occluded Faces
    ACM MM 2024 ·
    Yunqiang Pei
    ,
    Jialei Tang
    ,
    Qihang Tang
    ,
    Mingfeng Zha
    ,
    Dongyu Xie
    ,
    Guoqing Wang
    ,
    Zhitao Liu
    ,
    Ning Xie
    ,
    Peng Wang
    ,
    Yang Yang
    , Hengtao Shen
  46. Enhanced Experts with Uncertainty-Aware Routing for Multimodal Sentiment Analysis
    ACM MM 2024 ·
    Zixian Gao
    ,
    Disen Hu
    ,
    Xun Jiang
    ,
    Huimin Lu
    , Heng Tao Shen,
    Xing Xu
  47. Ensemble Diversity Facilitates Adversarial Transferability
    CVPR 2024 ·
    Bowen Tang
    ,
    Zheng Wang
    ,
    Yi Bin
    ,
    Qi Dou
    ,
    Yang Yang
    , Heng Tao Shen
  48. GalleryGPT: Analyzing Paintings with Large Multimodal Models
    ACM MM 2024 ·
    Yi Bin
    ,
    Wenhao Shi
    ,
    Yujuan Ding
    ,
    Zhiqiang Hu
    ,
    Zheng Wang
    ,
    Yang Yang
    ,
    See-Kiong Ng
    , Heng Tao Shen
  49. HIT: Solving Partial Index Tracking via Hierarchical Reinforcement Learning
    ICDE 2024 ·
    Zetao Zheng
    ,
    Jie Shao
    ,
    Feiyu Chen
    ,
    Anjie Zhu
    ,
    Shilong Deng
    , Heng Tao Shen
  50. Improving Interaction Comfort in Authoring Task in AR-HRI through Dynamic Dual-Layer Interaction Adjustment
    ACM MM 2024 ·
    Yunqiang Pei
    ,
    Kaiyue Zhang
    ,
    Hongrong Yang
    ,
    Yong Tao
    ,
    Qihang Tang
    ,
    Jialei Tang
    ,
    Guoqing Wang
    ,
    Zhitao Liu
    ,
    Ning Xie
    ,
    Peng Wang
    ,
    Yang Yang
    , Hengtao Shen
  51. JoReS-Diff: Joint Retinex and Semantic Priors in Diffusion Model for Low-light Image Enhancement
    ACM MM 2024 ·
    Yuhui Wu
    ,
    Guoqing Wang
    ,
    Zhiwen Wang
    ,
    Yang Yang
    ,
    Tianyu Li
    ,
    Malu Zhang
    ,
    Chongyi Li
    , Heng Tao Shen
  52. Leveraging Weak Cross-Modal Guidance for Coherence Modelling via Iterative Learning
    ACM MM 2024 ·
    Yi Bin
    ,
    Junrong Liao
    ,
    Yujuan Ding
    ,
    Haoxuan Li
    ,
    Yang Yang
    ,
    See-Kiong Ng
    , Heng Tao Shen
  53. MPT: Multi-grained Prompt Tuning for Text-Video Retrieval
    ACM MM 2024 ·
    Haonan Zhang
    ,
    Pengpeng Zeng
    ,
    Lianli Gao
    ,
    Jingkuan Song
    , Heng Tao Shen
  54. ProS: Prompting-to-Simulate Generalized Knowledge for Universal Cross-Domain Retrieval
    CVPR 2024 ·
    Kaipeng Fang
    ,
    Jingkuan Song
    ,
    Lianli Gao
    ,
    Pengpeng Zeng
    ,
    Zhi-Qi Cheng
    ,
    Xiyao Li
    , Heng Tao Shen
  55. SI-BiViT: Binarizing Vision Transformers with Spatial Interaction
    ACM MM 2024 ·
    Peng Yin
    ,
    Xiaosu Zhu
    ,
    Jingkuan Song
    ,
    Lianli Gao
    , Heng Tao Shen
  56. ScanERU: Interactive 3D Visual Grounding Based on Embodied Reference Understanding
    AAAI 2024 ·
    Ziyang Lu
    ,
    Yunqiang Pei
    ,
    Guoqing Wang
    ,
    Peiwei Li
    ,
    Yang Yang
    ,
    Yinjie Lei
    , Heng Tao Shen
  57. Self-Supervised Heterogeneous Graph Learning: a Homophily and Heterogeneity View
    ICLR 2024 ·
    Yujie Mo
    ,
    Feiping Nie
    ,
    Ping Hu
    , Heng Tao Shen,
    Zheng Zhang
    ,
    Xinchao Wang
    ,
    Xiaofeng Zhu
  58. T-SciQ: Teaching Multimodal Chain-of-Thought Reasoning via Large Language Model Signals for Science Question Answering
    AAAI 2024 ·
    Lei Wang
    ,
    Yi Hu
    ,
    Jiabang He
    ,
    Xing Xu
    ,
    Ning Liu
    ,
    Hui Liu
    , Heng Tao Shen
  59. Towards Dynamic-Prompting Collaboration for Source-Free Domain Adaptation
    IJCAI 2024 ·
    Mengmeng Zhan
    ,
    Zongqian Wu
    ,
    Rongyao Hu
    ,
    Ping Hu
    , Heng Tao Shen,
    Xiaofeng Zhu
  60. Unsupervised Cross-Domain Image Retrieval with Semantic-Attended Mixture-of-Experts
    SIGIR 2024 ·
    Kai Wang
    ,
    Jiayang Liu
    ,
    Xing Xu
    ,
    Jingkuan Song
    ,
    Xin Liu
    , Heng Tao Shen
  61. Weakly-Supervised Mirror Detection via Scribble Annotations
    AAAI 2024 ·
    Mingfeng Zha
    ,
    Yunqiang Pei
    ,
    Guoqing Wang
    ,
    Tianyu Li
    ,
    Yang Yang
    ,
    Wenbin Qian
    , Heng Tao Shen