PPaperPicks

Wenchao Xu

Hong Kong Polytechnic University, Department of Computing, Hong Kong

25 papers at tracked venues · 23 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0003-0983-387X ↗Homepage ↗

Venues

AAAI ×7ICML ×4NeurIPS ×4WWW ×3ECCV ×2ICLR ×2ACM MM ×1CVPR ×1SIGKDD ×1

Frequent coauthors

Haozhao Wang
×19
Ruixuan Li
×7
Song Guo
×6
Yunfeng Fan
×5
Fushuo Huo
×5
Yining Qi
×4
Jingcai Guo
×4
Qinliang Su
×3
Wenxi Lv
×3
Junhong Liu
×2
Peirong Zheng
×2
Xiaoquan Yi
×2

Papers

  1. Backdooring Rationalization
    AAAI 2026 ·
    Lingxiao Kong
    ,
    Jiahui Jiang
    , Wenchao Xu,
    Lei Wu
  2. Causality-inspired Federated Learning for Dynamic Spatio-Temporal Graphs
    AAAI 2026 ·
    Yuxuan Liu
    , Wenchao Xu,
    Haozhao Wang
    ,
    Zhiming He
    ,
    Zhaofeng Shi
    ,
    Chongyang Xu
    ,
    Peichao Wang
    ,
    Boyuan Zhang
  3. Distilling Cross-Modal Knowledge via Feature Disentanglement
    AAAI 2026 ·
    Junhong Liu
    ,
    Yuan Zhang
    ,
    Tao Huang
    , Wenchao Xu,
    Renyu Yang
  4. Self-Speculative Decoding for On-device MoE Acceleration
    WWW 2026 ·
    Peirong Zheng
    , Wenchao Xu,
    Haozhao Wang
  5. pFedDKS: Detached Knowledge Sharing for Personalized Federated Learning
    WWW 2026 ·
    Haozhao Wang
    , Wenchao Xu,
    Jingzhi Wang
    ,
    Yunfeng Fan
    ,
    Xiaoquan Yi
    ,
    Rui Zhang
  6. BSemiFL: Semi-supervised Federated Learning via a Bayesian Approach
    ICML 2025 ·
    Haozhao Wang
    ,
    Shengyu Wang
    ,
    Jiaming Li
    ,
    Hao Ren
    ,
    Xingshuo Han
    , Wenchao Xu,
    Shangwei Guo
    ,
    Tianwei Zhang
    ,
    Ruixuan Li
  7. Boosting Fine-Grained Visual Anomaly Detection with Coarse-Knowledge-Aware Adversarial Learning
    AAAI 2025 ·
    Qingqing Fang
    ,
    Qinliang Su
    ,
    Wenxi Lv
    , Wenchao Xu,
    Jianxing Yu
  8. ChatbotID: Identifying Chatbots with Granger Causality Test
    NeurIPS 2025 ·
    Xiaoquan Yi
    ,
    Haozhao Wang
    ,
    Yining Qi
    , Wenchao Xu,
    Rui Zhang
    ,
    Yuhua Li
    ,
    Ruixuan Li
  9. Feature Distillation is the Better Choice for Model-Heterogeneous Federated Learning
    NeurIPS 2025 ·
    Yichen Li
    ,
    Xiuying Wang
    , Wenchao Xu,
    Haozhao Wang
    ,
    Yining Qi
    ,
    Jiahua Dong
    ,
    Ruixuan Li
  10. LLM at Network Edge: A Layer-wise Efficient Federated Fine-tuning Approach
    NeurIPS 2025 ·
    Jinglong Shen
    ,
    Nan Cheng
    , Wenchao Xu,
    Haozhao Wang
    ,
    Yifan guo
    ,
    Jiajie Xu
  11. One-for-All Few-Shot Anomaly Detection via Instance-Induced Prompt Learning
    ICLR 2025 ·
    Wenxi Lv
    ,
    Qinliang Su
    , Wenchao Xu
  12. Privacy-Friendly Cross-Domain Recommendation via Distilling User-irrelevant Information
    WWW 2025 ·
    Cheng Wang
    , Wenchao Xu,
    Haozhao Wang
    ,
    Wei Liu
    ,
    Ruixuan Li
  13. Self-Introspective Decoding: Alleviating Hallucinations for Large Vision-Language Models
    ICLR 2025 ·
    Fushuo Huo
    , Wenchao Xu,
    Zhong Zhang
    ,
    Haozhao Wang
    ,
    Zhicheng Chen
    ,
    Peilin Zhao
  14. Amend to Alignment: Decoupled Prompt Tuning for Mitigating Spurious Correlation in Vision-Language Models
    ICML 2024 ·
    Jie Zhang
    ,
    Xiaosong Ma
    ,
    Song Guo
    ,
    Peng Li
    , Wenchao Xu,
    Xueyang Tang
    ,
    Zicong Hong
  15. C2KD: Bridging the Modality Gap for Cross-Modal Knowledge Distillation
    CVPR 2024 ·
    Fushuo Huo
    , Wenchao Xu,
    Jingcai Guo
    ,
    Haozhao Wang
    ,
    Song Guo
  16. Contamination-Resilient Anomaly Detection via Adversarial Learning on Partially-Observed Normal and Anomalous Data
    ICML 2024 ·
    Wenxi Lv
    ,
    Qinliang Su
    ,
    Hai Wan
    ,
    Hongteng Xu
    , Wenchao Xu
  17. Cross-modal Representation Flattening for Multi-modal Domain Generalization
    NeurIPS 2024 ·
    Yunfeng Fan
    , Wenchao Xu,
    Haozhao Wang
    ,
    Song Guo
  18. Detached and Interactive Multimodal Learning
    ACM MM 2024 ·
    Yunfeng Fan
    , Wenchao Xu,
    Haozhao Wang
    ,
    Junhong Liu
    ,
    Song Guo
  19. FedBAT: Communication-Efficient Federated Learning via Learnable Binarization
    ICML 2024 ·
    Shiwei Li
    , Wenchao Xu,
    Haozhao Wang
    ,
    Xing Tang
    ,
    Yining Qi
    ,
    Shijie Xu
    ,
    Weihong Luo
    ,
    Yuhua Li
    ,
    Xiuqiang He
    ,
    Ruixuan Li
  20. FedNLR: Federated Learning with Neuron-wise Learning Rates
    SIGKDD 2024 ·
    Haozhao Wang
    ,
    Peirong Zheng
    ,
    Xingshuo Han
    , Wenchao Xu,
    Ruixuan Li
    ,
    Tianwei Zhang
  21. Knowledge-Aware Parameter Coaching for Personalized Federated Learning
    AAAI 2024 ·
    Mingjian Zhi
    ,
    Yuanguo Bi
    , Wenchao Xu,
    Haozhao Wang
    ,
    Tianao Xiang
  22. Non-exemplar Online Class-Incremental Continual Learning via Dual-Prototype Self-Augment and Refinement
    AAAI 2024 ·
    Fushuo Huo
    , Wenchao Xu,
    Jingcai Guo
    ,
    Haozhao Wang
    ,
    Yunfeng Fan
  23. Overcome Modal Bias in Multi-modal Federated Learning via Balanced Modality Selection
    ECCV 2024 ·
    Yunfeng Fan
    , Wenchao Xu,
    Haozhao Wang
    ,
    Fushuo Huo
    ,
    Jinyu Chen
    ,
    Song Guo
  24. Personalized Federated Domain-Incremental Learning Based on Adaptive Knowledge Matching
    ECCV 2024 ·
    Yichen Li
    , Wenchao Xu,
    Haozhao Wang
    ,
    Yining Qi
    ,
    Jingcai Guo
    ,
    Ruixuan Li
  25. ProCC: Progressive Cross-Primitive Compatibility for Open-World Compositional Zero-Shot Learning
    AAAI 2024 ·
    Fushuo Huo
    , Wenchao Xu,
    Song Guo
    ,
    Jingcai Guo
    ,
    Haozhao Wang
    ,
    Ziming Liu
    ,
    Xiaocheng Lu