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Chenping Hou

14 papers at tracked venues · 11 at CORE A* · active 2024–2026

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Venues

AAAI ×3IJCAI ×3ACM MM ×2NeurIPS ×2SIGKDD ×2CVPR ×1ICML ×1

Frequent coauthors

Tingjin Luo
×5
Chao Xu
×5
Xijia Tang
×4
Quanjiang Li
×3
Lijun Zhang
×3
Hong Tao
×3
Ruidong Fan
×3
Mingdie Jiang
×2
Xiao Ouyang
×2
Yiping Song
×1
Yuhua Qian
×1
Quan Cheng
×1

Papers

  1. Multi-Label Classification with Incremental and Decremental Features
    AAAI 2026 ·
    Mingdie Jiang
    ,
    Quanjiang Li
    ,
    Tingjin Luo
    ,
    Yiping Song
    , Chenping Hou
  2. Neighbor-aware Label Refinement: Enhancing Unreliable Instance-Dependent Partial Labels
    AAAI 2026 ·
    Xijia Tang
    ,
    Yuhua Qian
    ,
    Chao Xu
    , Chenping Hou
  3. Continuous Subspace Optimization for Continual Learning
    NeurIPS 2025 ·
    Quan Cheng
    ,
    Yuanyu Wan
    ,
    Lingyu Wu
    , Chenping Hou,
    Lijun Zhang
  4. Fast Second-Order Online Kernel Learning Through Incremental Matrix Sketching and Decomposition
    IJCAI 2025 ·
    Dongxie Wen
    ,
    Xiao Zhang
    ,
    Zhewei Wei
    , Chenping Hou,
    Shuai Li
    ,
    Weinan Zhang
  5. Heterogeneous Label Shift: Theory and Algorithm
    ICML 2025 ·
    Chao Xu
    ,
    Xijia Tang
    , Chenping Hou
  6. Incremental Label Distribution Learning
    SIGKDD 2025 ·
    Chao Xu
    ,
    Xijia Tang
    ,
    Hong Tao
    , Chenping Hou
  7. Label Shift Meets Online Learning: Ensuring Consistent Adaptation with Universal Dynamic Regret
    CVPR 2025 ·
    Yucong Dai
    ,
    Shilin Gu
    ,
    Ruidong Fan
    ,
    Chao Xu
    , Chenping Hou
  8. On the Generalization of Feature Incremental Learning
    IJCAI 2025 ·
    Chao Xu
    ,
    Xijia Tang
    ,
    Lijun Zhang
    , Chenping Hou
  9. One-step Label Shift Adaptation via Robust Weight Estimation
    IJCAI 2025 ·
    Ruidong Fan
    ,
    Xiao Ouyang
    ,
    Tingjin Luo
    ,
    Lijun Zhang
    , Chenping Hou
  10. Scalable One-step Unaligned Multi-view Clustering via Joint High-Order Correlation Learning
    ACM MM 2025 ·
    Hongyu Jiang
    ,
    Yuxin Huo
    ,
    Sirou Sheng
    ,
    Hong Tao
    , Chenping Hou
  11. Semi-Supervised Multi-View Multi-Label Learning with View-Specific Transformer and Enhanced Pseudo-Label
    AAAI 2025 ·
    Quanjiang Li
    ,
    Tingjin Luo
    ,
    Mingdie Jiang
    ,
    Zhangqi Jiang
    , Chenping Hou,
    Feijiang Li
  12. Theory-Driven Label-Specific Representation for Incomplete Multi-View Multi-Label Learning
    NeurIPS 2025 ·
    Quanjiang Li
    ,
    Tianxiang Xu
    ,
    Tingjin Luo
    ,
    Yan Zhong
    ,
    Yang Li
    ,
    Yiyun Zhou
    , Chenping Hou
  13. Imbalanced Multi-instance Multi-label Learning via Coding Ensemble and Adaptive Thresholds
    ACM MM 2024 ·
    Xinyue Zhang
    ,
    Tingjin Luo
    ,
    Yueying Liu
    , Chenping Hou
  14. Label Shift Correction via Bidirectional Marginal Distribution Matching
    SIGKDD 2024 ·
    Ruidong Fan
    ,
    Xiao Ouyang
    ,
    Hong Tao
    , Chenping Hou