PPaperPicks

Xinting Liao

19 papers at tracked venues · 16 at CORE A* · active 2024–2025

DBLP profile ↗ORCID 0000-0002-8257-2381 ↗Homepage ↗

Venues

ICML ×3WWW ×3AAAI ×2CVPR ×2NeurIPS ×2SIGKDD ×2ACL ×1CIKM ×1IJCAI ×1SIGIR ×1WSDM ×1

Frequent coauthors

Weiming Liu
×16
Chaochao Chen
×14
Xiaolin Zheng
×12
Fan Wang
×10
Pengyang Zhou
×8
Yanchao Tan
×7
Jun Wang
×6
Jiahe Xu
×5
Zhihui Fu
×5
Lianyong Qi
×3
Fengyuan Yu
×3
Wu Wen
×3

Papers

  1. Distinguish Then Exploit: Source-free Open Set Domain Adaptation via Weight Barcode Estimation and Sparse Label Assignment
    CVPR 2025 ·
    Weiming Liu
    ,
    Jun Dan
    ,
    Fan Wang
    , Xinting Liao,
    Junhao Dong
    ,
    Hua Yu
    ,
    Shunjie Dong
    ,
    Lianyong Qi
  2. Efficient Source-free Unlearning via Energy-Guided Data Synthesis and Discrimination-Aware Multitask Optimization
    ICML 2025 ·
    Xiuyuan Wang
    ,
    Chaochao Chen
    ,
    Weiming Liu
    , Xinting Liao,
    Fan Wang
    ,
    Xiaolin Zheng
  3. FOCoOp: Enhancing Out-of-Distribution Robustness in Federated Prompt Learning for Vision-Language Models
    ICML 2025 · Xinting Liao,
    Weiming Liu
    ,
    Jiaming Qian
    ,
    Pengyang Zhou
    ,
    Jiahe Xu
    ,
    Wenjie Wang
    ,
    Chaochao Chen
    ,
    Xiaolin Zheng
    ,
    Tat-Seng Chua
  4. FedGF: Enhancing Structural Knowledge via Graph Factorization for Federated Graph Learning
    WSDM 2025 ·
    Pengyang Zhou
    ,
    Chaochao Chen
    ,
    Weiming Liu
    , Xinting Liao,
    Fengyuan Yu
    ,
    Zhihui Fu
    ,
    Xingyu Lou
    ,
    Wu Wen
    ,
    Xiaolin Zheng
    ,
    Jun Wang
  5. FedGOG: Federated Graph Out-of-Distribution Generalization with Diffusion Data Exploration and Latent Embedding Decorrelation
    AAAI 2025 ·
    Pengyang Zhou
    ,
    Chaochao Chen
    ,
    Weiming Liu
    , Xinting Liao,
    Wenkai Shen
    ,
    Jiahe Xu
    ,
    Zhihui Fu
    ,
    Jun Wang
    ,
    Wu Wen
    ,
    Xiaolin Zheng
  6. Joint Item Embedding Dual-view Exploration and Adaptive Local-Global Fusion for Federated Recommendation
    SIGIR 2025 ·
    Pengyang Zhou
    ,
    Chaochao Chen
    ,
    Weiming Liu
    ,
    Wenkai Shen
    , Xinting Liao,
    Huarong Deng
    ,
    Zhihui Fu
    ,
    Jun Wang
    ,
    Wu Wen
    ,
    Xiaolin Zheng
  7. Joint Similarity Item Exploration and Overlapped User Guidance for Multi-Modal Cross-Domain Recommendation
    WWW 2025 ·
    Weiming Liu
    ,
    Chaochao Chen
    ,
    Jiahe Xu
    , Xinting Liao,
    Fan Wang
    ,
    Xiaolin Zheng
    ,
    Zhihui Fu
    ,
    Ruiguang Pei
    ,
    Jun Wang
  8. Personalized Federated Recommendation with Multi-Faceted User Representation and Global Consistent Prototype
    CIKM 2025 ·
    Jiaming Qian
    , Xinting Liao,
    Xiangmou Qu
    ,
    Zhihui Fu
    ,
    Xingyu Lou
    ,
    Changwang Zhang
    ,
    Pengyang Zhou
    ,
    Zijun Zhou
    ,
    Jun Wang
    ,
    Chaochao Chen
  9. Solving Discrete (Semi) Unbalanced Optimal Transport with Equivalent Transformation Mechanism and KKT-Multiplier Regularization
    NeurIPS 2025 ·
    Weiming Liu
    , Xinting Liao,
    Jun Dan
    ,
    Fan Wang
    ,
    Hua Yu
    ,
    Junhao Dong
    ,
    Shunjie Dong
    ,
    Lianyong Qi
    ,
    Yew Soon Ong
  10. Tackling Federated Long-Tailed Learning via Synthetic Feature-Based Decoupled Training
    SIGKDD 2025 ·
    Huabin Zhu
    ,
    Chaochao Chen
    , Xinting Liao,
    Pengyang Zhou
    ,
    Xiaolin Zheng
  11. CE-RCFR: Robust Counterfactual Regression for Consensus-Enabled Treatment Effect Estimation
    SIGKDD 2024 ·
    Fan Wang
    ,
    Chaochao Chen
    ,
    Weiming Liu
    ,
    Tianhao Fan
    , Xinting Liao,
    Yanchao Tan
    ,
    Lianyong Qi
    ,
    Xiaolin Zheng
  12. Enhancing Dual-Target Cross-Domain Recommendation with Federated Privacy-Preserving Learning
    IJCAI 2024 ·
    Zhenghong Lin
    ,
    Wei Huang
    ,
    Hengyu Zhang
    ,
    Jiayu Xu
    ,
    Weiming Liu
    , Xinting Liao,
    Fan Wang
    ,
    Shiping Wang
    ,
    Yanchao Tan
  13. Enhancing Progressive Diagnosis Prediction in Healthcare with Continuous Normalizing Flows
    WWW 2024 ·
    Yanchao Tan
    ,
    Hengyu Zhang
    ,
    Zihao Zhou
    ,
    Guofang Ma
    ,
    Fan Wang
    ,
    Weiming Liu
    , Xinting Liao,
    Vicki Stover Hertzberg
    ,
    Carl Yang
  14. FOOGD: Federated Collaboration for Both Out-of-distribution Generalization and Detection
    NeurIPS 2024 · Xinting Liao,
    Weiming Liu
    ,
    Pengyang Zhou
    ,
    Fengyuan Yu
    ,
    Jiahe Xu
    ,
    Jun Wang
    ,
    Wenjie Wang
    ,
    Chaochao Chen
    ,
    Xiaolin Zheng
  15. Learning Accurate and Bidirectional Transformation via Dynamic Embedding Transportation for Cross-Domain Recommendation
    AAAI 2024 ·
    Weiming Liu
    ,
    Chaochao Chen
    , Xinting Liao,
    Mengling Hu
    ,
    Yanchao Tan
    ,
    Fan Wang
    ,
    Xiaolin Zheng
    ,
    Yew Soon Ong
  16. Mitigating Catastrophic Forgetting in Large Language Models with Self-Synthesized Rehearsal
    ACL 2024 ·
    Jianheng Huang
    ,
    Leyang Cui
    ,
    Ante Wang
    ,
    Chengyi Yang
    , Xinting Liao,
    Linfeng Song
    ,
    Junfeng Yao
    ,
    Jinsong Su
  17. Reducing Item Discrepancy via Differentially Private Robust Embedding Alignment for Privacy-Preserving Cross Domain Recommendation
    ICML 2024 ·
    Weiming Liu
    ,
    Xiaolin Zheng
    ,
    Chaochao Chen
    ,
    Jiahe Xu
    , Xinting Liao,
    Fan Wang
    ,
    Yanchao Tan
    ,
    Yew-Soon Ong
  18. Rethinking the Representation in Federated Unsupervised Learning with Non-IID Data
    CVPR 2024 · Xinting Liao,
    Weiming Liu
    ,
    Chaochao Chen
    ,
    Pengyang Zhou
    ,
    Fengyuan Yu
    ,
    Huabin Zhu
    ,
    Binhui Yao
    ,
    Tao Wang
    ,
    Xiaolin Zheng
    ,
    Yanchao Tan
  19. User Distribution Mapping Modelling with Collaborative Filtering for Cross Domain Recommendation
    WWW 2024 ·
    Weiming Liu
    ,
    Chaochao Chen
    , Xinting Liao,
    Mengling Hu
    ,
    Jiajie Su
    ,
    Yanchao Tan
    ,
    Fan Wang