PPaperPicks

Haozhao Wang

49 papers at tracked venues · 43 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-7591-5315 ↗Homepage ↗

Venues

AAAI ×9NeurIPS ×9ICML ×6WWW ×6ICLR ×3ACM MM ×2CVPR ×2ECCV ×2ICDE ×2IJCAI ×2ACL ×1CCS ×1ECAI ×1ECML-PKDD ×1ICCV ×1SIGKDD ×1

Frequent coauthors

Ruixuan Li
×28
Wenchao Xu
×19
Yichen Li
×13
Yuhua Li
×8
Wei Liu
×7
Yining Qi
×7
Rui Zhang
×6
Tianwei Zhang
×6
Yunfeng Fan
×5
Jun Wang
×5
Shiwei Li
×5
Xing Tang
×5

Papers

  1. 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
  2. Data-Centric Sequential Recommendation with Relation-Augmented Generation
    AAAI 2026 ·
    Yichen Li
    ,
    Yichen Tan
    ,
    Yijing Shan
    , Haozhao Wang,
    Rui Zhang
    ,
    Imran Razzak
    ,
    Ruixuan Li
  3. FedCD: Towards Consolidated Distillation for Heterogeneous Federated Learning
    AAAI 2026 ·
    Yichen Li
    ,
    Hang Su
    ,
    Huifa Li
    ,
    Haolin Yang
    ,
    Xinlin Zhuang
    ,
    Haochen Xue
    , Haozhao Wang,
    Imran Razzak
  4. KE-FedRS: Tackling Data Sparsity in Federated Recommendation via Knowledge Enhancement
    WWW 2026 ·
    Jiayu Bao
    ,
    Hongjian Shi
    ,
    Guanyu Zhang
    ,
    Rui Zhou
    , Haozhao Wang,
    Yuan Liu
  5. Ripple Shapley: Data Influence Attribution in One Federated Training Run
    AAAI 2026 ·
    Dewen Zeng
    ,
    Wenlong Tian
    , Haozhao Wang,
    Jianfeng Lu
    ,
    Weijun Xiao
    ,
    Zhiyong Xu
  6. Self-Speculative Decoding for On-device MoE Acceleration
    WWW 2026 ·
    Peirong Zheng
    ,
    Wenchao Xu
    , Haozhao Wang
  7. UMPIRE: Unveiling LLM-generated Posts via Redundant Expressions
    ACL 2026 ·
    Xiaoquan Yi
    ,
    Haixing Wu
    , Haozhao Wang,
    Yichen Li
    ,
    Yuhua Li
    ,
    Rui Zhang
    ,
    Ruixuan Li
  8. Unbiased Rectification for Sequential Recommender Systems Under Fake Orders
    AAAI 2026 ·
    Qiyu Qin
    ,
    Yichen Li
    , Haozhao Wang,
    Cheng Wang
    ,
    Rui Zhang
    ,
    Ruixuan Li
  9. pFedDKS: Detached Knowledge Sharing for Personalized Federated Learning
    WWW 2026 · Haozhao Wang,
    Wenchao Xu
    ,
    Jingzhi Wang
    ,
    Yunfeng Fan
    ,
    Xiaoquan Yi
    ,
    Rui Zhang
  10. Adversarial Cooperative Rationalization: The Risk of Spurious Correlations in Even Clean Datasets
    ICML 2025 ·
    Wei Liu
    ,
    Zhongyu Niu
    ,
    Lang Gao
    ,
    Zhiying Deng
    ,
    Jun Wang
    , Haozhao Wang,
    Ruixuan Li
  11. 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
  12. Beyond Higher Rank: Token-wise Input-Output Projections for Efficient Low-Rank Adaptation
    NeurIPS 2025 ·
    Shiwei Li
    ,
    Xiandi Luo
    , Haozhao Wang,
    Xing Tang
    ,
    Ziqiang Cui
    ,
    Dugang Liu
    ,
    Yuhua Li
    ,
    Xiuqiang He
    ,
    Ruixuan Li
  13. Beyond Zero Initialization: Investigating the Impact of Non-Zero Initialization on LoRA Fine-Tuning Dynamics
    ICML 2025 ·
    Shiwei Li
    ,
    Xiandi Luo
    ,
    Xing Tang
    , Haozhao Wang,
    Hao Chen
    ,
    Weihong Luo
    ,
    Yuhua Li
    ,
    Xiuqiang He
    ,
    Ruixuan Li
  14. Breaking Free from MMI: A New Frontier in Rationalization by Probing Input Utilization
    ICLR 2025 ·
    Wei Liu
    ,
    Zhiying Deng
    ,
    Zhongyu Niu
    ,
    Jun Wang
    , Haozhao Wang,
    Zhigang Zeng
    ,
    Ruixuan Li
  15. ChatbotID: Identifying Chatbots with Granger Causality Test
    NeurIPS 2025 ·
    Xiaoquan Yi
    , Haozhao Wang,
    Yining Qi
    ,
    Wenchao Xu
    ,
    Rui Zhang
    ,
    Yuhua Li
    ,
    Ruixuan Li
  16. DaringFed: A Dynamic Bayesian Persuasion Pricing for Online Federated Learning Under Two-sided Incomplete Information
    IJCAI 2025 ·
    Yun Xin
    ,
    Jianfeng Lu
    ,
    Shuqin Cao
    ,
    Gang Li
    , Haozhao Wang,
    Guanghui Wen
  17. Efficient Knowledge Transfer in Federated Recommendation for Joint Venture Ecosystem
    NeurIPS 2025 ·
    Yichen Li
    ,
    Yijing Shan
    ,
    Yi Liu
    , Haozhao Wang,
    Cheng Wang
    ,
    Wei Wang
    ,
    Yi Wang
    ,
    Ruixuan Li
  18. Enhancing Privacy in Multimodal Federated Learning with Information Theory
    NeurIPS 2025 ·
    Tianzhe Xiao
    ,
    Yichen Li
    ,
    Yining Qi
    ,
    Yi Liu
    ,
    Wei Wang
    , Haozhao Wang,
    Yi Wang
    ,
    Ruixuan Li
  19. 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
  20. FedRNL: Federated Rationalization with Soft Parameter Sharing
    ECML-PKDD 2025 ·
    Lingxiao Kong
    ,
    Jiahui Jiang
    , Haozhao Wang,
    Lei Wu
    ,
    Ruixuan Li
  21. FedSSI: Rehearsal-Free Continual Federated Learning with Synergistic Synaptic Intelligence
    ICML 2025 ·
    Yichen Li
    ,
    Yuying Wang
    , Haozhao Wang,
    Yining Qi
    ,
    Tianzhe Xiao
    ,
    Ruixuan Li
  22. 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
  23. Mind the Cost of Scaffold! Benign Clients May Even Become Accomplices of Backdoor Attack
    ICCV 2025 ·
    Xingshuo Han
    ,
    Xuanye Zhang
    ,
    Xiang Lan
    , Haozhao Wang,
    Shengmin Xu
    ,
    Shen Ren
    ,
    Jason Zeng
    ,
    Ming Wu
    ,
    Michael Heinrich
    ,
    Tianwei Zhang
  24. Personalized Federated Recommendation for Cold-Start Users via Adaptive Knowledge Fusion
    WWW 2025 ·
    Yichen Li
    ,
    Yijing Shan
    ,
    Yi Liu
    , Haozhao Wang,
    Wei Wang
    ,
    Yi Wang
    ,
    Ruixuan Li
  25. Privacy-Friendly Cross-Domain Recommendation via Distilling User-irrelevant Information
    WWW 2025 ·
    Cheng Wang
    ,
    Wenchao Xu
    , Haozhao Wang,
    Wei Liu
    ,
    Ruixuan Li
  26. Resource-Constrained Federated Continual Learning: What Does Matter?
    NeurIPS 2025 ·
    Yichen Li
    ,
    Yuying Wang
    ,
    Jiahua Dong
    , Haozhao Wang,
    Yining Qi
    ,
    Rui Zhang
    ,
    Ruixuan Li
  27. Self-Introspective Decoding: Alleviating Hallucinations for Large Vision-Language Models
    ICLR 2025 ·
    Fushuo Huo
    ,
    Wenchao Xu
    ,
    Zhong Zhang
    , Haozhao Wang,
    Zhicheng Chen
    ,
    Peilin Zhao
  28. The Panaceas for Improving Low-Rank Decomposition in Communication-Efficient Federated Learning
    ICML 2025 ·
    Shiwei Li
    ,
    Xiandi Luo
    , Haozhao Wang,
    Xing Tang
    ,
    Shijie Xu
    ,
    Weihong Luo
    ,
    Yuhua Li
    ,
    Xiuqiang He
    ,
    Ruixuan Li
  29. Adversarial Attack for Explanation Robustness of Rationalization Models
    ECAI 2024 ·
    Yuankai Zhang
    ,
    Lingxiao Kong
    , Haozhao Wang,
    Ruixuan Li
    ,
    Jun Wang
    ,
    Yuhua Li
    ,
    Wei Liu
  30. C2KD: Bridging the Modality Gap for Cross-Modal Knowledge Distillation
    CVPR 2024 ·
    Fushuo Huo
    ,
    Wenchao Xu
    ,
    Jingcai Guo
    , Haozhao Wang,
    Song Guo
  31. Cross-modal Representation Flattening for Multi-modal Domain Generalization
    NeurIPS 2024 ·
    Yunfeng Fan
    ,
    Wenchao Xu
    , Haozhao Wang,
    Song Guo
  32. Decoupling Representation and Knowledge for Few-Shot Intent Classification and Slot Filling
    AAAI 2024 ·
    Jie Han
    ,
    Yixiong Zou
    , Haozhao Wang,
    Jun Wang
    ,
    Wei Liu
    ,
    Yao Wu
    ,
    Tao Zhang
    ,
    Ruixuan Li
  33. Detached and Interactive Multimodal Learning
    ACM MM 2024 ·
    Yunfeng Fan
    ,
    Wenchao Xu
    , Haozhao Wang,
    Junhong Liu
    ,
    Song Guo
  34. Dual Expert Distillation Network for Generalized Zero-Shot Learning
    IJCAI 2024 ·
    Zhijie Rao
    ,
    Jingcai Guo
    ,
    Xiaocheng Lu
    ,
    Jingming Liang
    ,
    Jie Zhang
    , Haozhao Wang,
    Kang Wei
    ,
    Xiaofeng Cao
  35. Enhancing the Rationale-Input Alignment for Self-explaining Rationalization
    ICDE 2024 ·
    Wei Liu
    , Haozhao Wang,
    Jun Wang
    ,
    Zhiying Deng
    ,
    Yuankai Zhang
    ,
    Cheng Wang
    ,
    Ruixuan Li
  36. 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
  37. FedCDA: Federated Learning with Cross-rounds Divergence-aware Aggregation
    ICLR 2024 · Haozhao Wang,
    Haoran Xu
    ,
    Yichen Li
    ,
    Yuan Xu
    ,
    Ruixuan Li
    ,
    Tianwei Zhang
  38. FedDSE: Distribution-aware Sub-model Extraction for Federated Learning over Resource-constrained Devices
    WWW 2024 · Haozhao Wang,
    Yabo Jia
    ,
    Meng Zhang
    ,
    Qinghao Hu
    ,
    Hao Ren
    ,
    Peng Sun
    ,
    Yonggang Wen
    ,
    Tianwei Zhang
  39. FedNLR: Federated Learning with Neuron-wise Learning Rates
    SIGKDD 2024 · Haozhao Wang,
    Peirong Zheng
    ,
    Xingshuo Han
    ,
    Wenchao Xu
    ,
    Ruixuan Li
    ,
    Tianwei Zhang
  40. Is the MMI Criterion Necessary for Interpretability? Degenerating Non-causal Features to Plain Noise for Self-Rationalization
    NeurIPS 2024 ·
    Wei Liu
    ,
    Zhiying Deng
    ,
    Zhongyu Niu
    ,
    Jun Wang
    , Haozhao Wang,
    YuanKai Zhang
    ,
    Ruixuan Li
  41. Knowledge-Aware Parameter Coaching for Personalized Federated Learning
    AAAI 2024 ·
    Mingjian Zhi
    ,
    Yuanguo Bi
    ,
    Wenchao Xu
    , Haozhao Wang,
    Tianao Xiang
  42. Masked Random Noise for Communication-Efficient Federated Learning
    ACM MM 2024 ·
    Shiwei Li
    ,
    Yingyi Cheng
    , Haozhao Wang,
    Xing Tang
    ,
    Shijie Xu
    ,
    Weihong Luo
    ,
    Yuhua Li
    ,
    Dugang Liu
    ,
    Xiuqiang He
    ,
    Ruixuan Li
  43. 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
  44. 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
  45. Personalized Federated Domain-Incremental Learning Based on Adaptive Knowledge Matching
    ECCV 2024 ·
    Yichen Li
    ,
    Wenchao Xu
    , Haozhao Wang,
    Yining Qi
    ,
    Jingcai Guo
    ,
    Ruixuan Li
  46. 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
  47. Sylvie: 3D-Adaptive and Universal System for Large-Scale Graph Neural Network Training
    ICDE 2024 ·
    Meng Zhang
    ,
    Qinghao Hu
    ,
    Cheng Wan
    , Haozhao Wang,
    Peng Sun
    ,
    Yonggang Wen
    ,
    Tianwei Zhang
  48. Towards Efficient Replay in Federated Incremental Learning
    CVPR 2024 ·
    Yichen Li
    ,
    Qunwei Li
    , Haozhao Wang,
    Ruixuan Li
    ,
    Wenliang Zhong
    ,
    Guannan Zhang
  49. VisionGuard: Secure and Robust Visual Perception of Autonomous Vehicles in Practice
    CCS 2024 ·
    Xingshuo Han
    , Haozhao Wang,
    Kangqiao Zhao
    ,
    Gelei Deng
    ,
    Yuan Xu
    ,
    Hangcheng Liu
    ,
    Han Qiu
    ,
    Tianwei Zhang