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Peng Hu

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

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

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Venues

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

Frequent coauthors

Yang Qin
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Siyuan Duan
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Honglin Liu
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Yanglin Feng
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Yiding Lu
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Yuan Sun
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Yuan Li
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Qihong Song
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Kai Guo
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Jiedong Wang
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Yongxiang Li
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Shuxian Li
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Papers

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