PPaperPicks

Peng Hu

Sichuan University, Machine Intelligence Laboratory, College of Computer Science, China

32 papers at tracked venues · 29 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0003-3868-3997 ↗Homepage ↗

Venues

NeurIPS ×7CVPR ×6ICML ×6AAAI ×5ICLR ×3IJCAI ×3ACM MM ×2

Frequent coauthors

Xi Peng
×26
Dezhong Peng
×17
Yuan Sun
×10
Yang Qin
×7
Mouxing Yang
×7
Yunfan Li
×5
Joey Tianyi Zhou
×4
Hongyuan Zhu
×4
Yijie Lin
×4
Xiaomin Song
×3
Siyuan Duan
×3
Zhenwen Ren
×3

Papers

  1. Robust Semi-paired Multimodal Learning for Cross-modal Retrieval
    AAAI 2026 ·
    Yang Qin
    ,
    Yuan Sun
    ,
    Xi Peng
    ,
    Dezhong Peng
    ,
    Joey Tianyi Zhou
    ,
    Xiaomin Song
    , Peng Hu
  2. CoPINN: Cognitive Physics-Informed Neural Networks
    ICML 2025 ·
    Siyuan Duan
    ,
    Wenyuan Wu
    , Peng Hu,
    Zhenwen Ren
    ,
    Dezhong Peng
    ,
    Yuan Sun
  3. Conditional Representation Learning for Customized Tasks
    NeurIPS 2025 ·
    Honglin Liu
    ,
    Chao Sun
    , Peng Hu,
    Yunfan Li
    ,
    Xi Peng
  4. Deep Evidential Hashing for Trustworthy Cross-Modal Retrieval
    AAAI 2025 ·
    Yuan Li
    ,
    Liangli Zhen
    ,
    Yuan Sun
    ,
    Dezhong Peng
    ,
    Xi Peng
    , Peng Hu
  5. Deep Fuzzy Multi-view Learning for Reliable Classification
    ICML 2025 ·
    Siyuan Duan
    ,
    Yuan Sun
    ,
    Dezhong Peng
    ,
    Guiduo Duan
    ,
    Xi Peng
    , Peng Hu
  6. Deep Unsupervised Hashing via External Guidance
    ICML 2025 ·
    Qihong Song
    ,
    XitingLiu
    ,
    Hongyuan Zhu
    ,
    Joey Tianyi Zhou
    ,
    Xi Peng
    , Peng Hu
  7. Disentangling Multi-view Representations via Curriculum Learning with Learnable Prior
    IJCAI 2025 ·
    Kai Guo
    ,
    Jiedong Wang
    ,
    Xi Peng
    , Peng Hu,
    Hao Wang
  8. Fuzzy Multimodal Learning for Trusted Cross-modal Retrieval
    CVPR 2025 ·
    Siyuan Duan
    ,
    Yuan Sun
    ,
    Dezhong Peng
    ,
    Zheng Liu
    ,
    Xiaomin Song
    , Peng Hu
  9. Human-centered Interactive Learning via MLLMs for Text-to-Image Person Re-identification
    CVPR 2025 ·
    Yang Qin
    ,
    Chao Chen
    ,
    Zhihang Fu
    ,
    Dezhong Peng
    ,
    Xi Peng
    , Peng Hu
  10. Interactive Cross-modal Learning for Text-3D Scene Retrieval
    NeurIPS 2025 ·
    Yanglin Feng
    ,
    Yongxiang Li
    ,
    Yuan Sun
    ,
    Yang Qin
    ,
    Dezhong Peng
    , Peng Hu
  11. LLaVA-ReID: Selective Multi-image Questioner for Interactive Person Re-Identification
    ICML 2025 ·
    Yiding Lu
    ,
    Mouxing Yang
    ,
    Dezhong Peng
    , Peng Hu,
    Yijie Lin
    ,
    Xi Peng
  12. Learning Robust Multi-view Representation Using Dual-masked VAEs
    IJCAI 2025 ·
    Jiedong Wang
    ,
    Kai Guo
    , Peng Hu,
    Xi Peng
    ,
    Hao Wang
  13. Learning Source-Free Domain Adaptation for Visible-Infrared Person Re-Identification
    NeurIPS 2025 ·
    Yongxiang Li
    ,
    Yanglin Feng
    ,
    Yuan Sun
    ,
    Dezhong Peng
    ,
    Xi Peng
    , Peng Hu
  14. Learning with Noisy Triplet Correspondence for Composed Image Retrieval
    CVPR 2025 ·
    Shuxian Li
    ,
    Changhao He
    ,
    Xiting Liu
    ,
    Joey Tianyi Zhou
    ,
    Xi Peng
    , Peng Hu
  15. MaIR: A Locality- and Continuity-Preserving Mamba for Image Restoration
    CVPR 2025 ·
    Boyun Li
    ,
    Haiyu Zhao
    ,
    Wenxin Wang
    , Peng Hu,
    Yuanbiao Gou
    ,
    Xi Peng
  16. Probabilistic Multimodal Learning with von Mises-Fisher Distributions
    IJCAI 2025 · Peng Hu,
    Yang Qin
    ,
    Yuanbiao Gou
    ,
    Yunfan Li
    ,
    Mouxing Yang
    ,
    Xi Peng
  17. ROLL: Robust Noisy Pseudo-label Learning for Multi-View Clustering with Noisy Correspondence
    CVPR 2025 ·
    Yuan Sun
    ,
    Yongxiang Li
    ,
    Zhenwen Ren
    ,
    Guiduo Duan
    ,
    Dezhong Peng
    , Peng Hu
  18. ROUTE: Robust Multitask Tuning and Collaboration for Text-to-SQL
    ICLR 2025 ·
    Yang Qin
    ,
    Chao Chen
    ,
    Zhihang Fu
    ,
    Ze Chen
    ,
    Dezhong Peng
    , Peng Hu,
    Jieping Ye
  19. Robust Cross-modal Alignment Learning for Cross-Scene Spatial Reasoning and Grounding
    NeurIPS 2025 ·
    Yanglin Feng
    ,
    Hongyuan Zhu
    ,
    Dezhong Peng
    ,
    Xi Peng
    ,
    Xiaomin Song
    , Peng Hu
  20. Test-time Adaptation for Cross-modal Retrieval with Query Shift
    ICLR 2025 ·
    Haobin Li
    , Peng Hu,
    Qianjun Zhang
    ,
    Xi Peng
    ,
    XitingLiu
    ,
    Mouxing Yang
  21. Visual Abstraction: A Plug-and-Play Approach for Text-Visual Retrieval
    ICML 2025 ·
    Guofeng Ding
    ,
    Yiding Lu
    , Peng Hu,
    Mouxing Yang
    ,
    Yijie Lin
    ,
    Xi Peng
  22. AverNet: All-in-one Video Restoration for Time-varying Unknown Degradations
    NeurIPS 2024 ·
    Haiyu Zhao
    ,
    Lei Tian
    ,
    Xinyan Xiao
    , Peng Hu,
    Yuanbiao Gou
    ,
    Xi Peng
  23. Decoupled Contrastive Multi-View Clustering with High-Order Random Walks
    AAAI 2024 ·
    Yiding Lu
    ,
    Yijie Lin
    ,
    Mouxing Yang
    ,
    Dezhong Peng
    , Peng Hu,
    Xi Peng
  24. Dual Self-Paced Cross-Modal Hashing
    AAAI 2024 ·
    Yuan Sun
    ,
    Jian Dai
    ,
    Zhenwen Ren
    ,
    Yingke Chen
    ,
    Dezhong Peng
    , Peng Hu
  25. Image Clustering with External Guidance
    ICML 2024 ·
    Yunfan Li
    , Peng Hu,
    Dezhong Peng
    ,
    Jiancheng Lv
    ,
    Jianping Fan
    ,
    Xi Peng
  26. Interactive Deep Clustering via Value Mining
    NeurIPS 2024 ·
    Honglin Liu
    , Peng Hu,
    Changqing Zhang
    ,
    Yunfan Li
    ,
    Xi Peng
  27. Noisy-Correspondence Learning for Text-to-Image Person Re-Identification
    CVPR 2024 ·
    Yang Qin
    ,
    Yingke Chen
    ,
    Dezhong Peng
    ,
    Xi Peng
    ,
    Joey Tianyi Zhou
    , Peng Hu
  28. PrefAce: Face-Centric Pretraining with Self-Structure Aware Distillation
    AAAI 2024 ·
    Siyuan Hu
    ,
    Zheng Wang
    , Peng Hu,
    Xi Peng
    ,
    Jie Wu
    ,
    Hongyuan Zhu
    ,
    Yew Soon Ong
  29. Robust Contrastive Cross-modal Hashing with Noisy Labels
    ACM MM 2024 ·
    Longan Wang
    ,
    Yang Qin
    ,
    Yuan Sun
    ,
    Dezhong Peng
    ,
    Xi Peng
    , Peng Hu
  30. Robust Contrastive Multi-view Clustering against Dual Noisy Correspondence
    NeurIPS 2024 ·
    Ruiming Guo
    ,
    Mouxing Yang
    ,
    Yijie Lin
    ,
    Xi Peng
    , Peng Hu
  31. Robust Variational Contrastive Learning for Partially View-unaligned Clustering
    ACM MM 2024 ·
    Changhao He
    ,
    Hongyuan Zhu
    , Peng Hu,
    Xi Peng
  32. Test-time Adaptation against Multi-modal Reliability Bias
    ICLR 2024 ·
    Mouxing Yang
    ,
    Yunfan Li
    ,
    Changqing Zhang
    , Peng Hu,
    Xi Peng