PPaperPicks

Han Yu

Nanyang Technological University, School of Computer Science and Engineering, Joint NTU-UBC Research Centre of Excellence in Active Living for the Elderly, Singapore

44 papers at tracked venues · 38 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0001-6893-8650 ↗Google Scholar ↗Homepage ↗

Venues

AAAI ×11NeurIPS ×8ICML ×6IJCAI ×6WWW ×4ICCV ×2SIGKDD ×2CVPR ×1ICDE ×1ICLR ×1SIGIR ×1SIGMOD ×1

Frequent coauthors

Xiaoxiao Li
×17
Xiaoli Tang
×13
Liping Yi
×6
Gang Wang
×5
Xiaoguang Liu
×5
Chao Ren
×4
Lizhen Cui
×4
Xiaohu Wu
×4
Irwin King
×3
Guodong Long
×3
Zenglin Xu
×3
Anxiang Zeng
×3

Papers

  1. FL@FM-TheWebConf'26: The 3rd International Workshop on Federated Foundation Models for the Web
    WWW 2026 ·
    Irwin King
    ,
    Guodong Long
    ,
    Zenglin Xu
    , Han Yu,
    Xiaoli Tang
    ,
    Liping Yi
  2. FedDiG: Frequency-Guided Diffusion Diversity for Generalizable Federated Time Series Classification
    WWW 2026 ·
    Haoran Shi
    ,
    Junru Zhang
    ,
    Cheng Peng
    ,
    Xiaoli Tang
    ,
    Longtao Huang
    , Han Yu
  3. Federated Learning Playground
    AAAI 2026 ·
    Bryan Shan Guanrong
    ,
    Alysa Ziying Tan
    , Han Yu
  4. TreeBridge: Aligning LLM Embeddings in Industrial Recommender Systems
    AAAI 2026 ·
    Yabo Ni
    ,
    Yuanpeng Cao
    ,
    Wenhang Zhou
    ,
    Bangyang Hong
    ,
    Zhongyi Zhang
    ,
    Enlei Cai
    ,
    Kangle Wu
    ,
    Anxiang Zeng
    , Han Yu,
    Xiaoxiao Li
  5. A Reinforcement Learning-based Bidding Strategy for Data Consumers in Auction-based Federated Learning
    NeurIPS 2025 ·
    Xiaoli Tang
    , Han Yu,
    Xiaoxiao Li
  6. Can Textual Gradient Work in Federated Learning?
    ICLR 2025 ·
    Minghui Chen
    ,
    Ruinan Jin
    ,
    Wenlong Deng
    ,
    Yuanyuan Chen
    ,
    Zhi Huang
    , Han Yu,
    Xiaoxiao Li
  7. Class-wise Balancing Data Replay for Federated Class-Incremental Learning
    NeurIPS 2025 ·
    Zhuang Qi
    ,
    Ying-Peng Tang
    ,
    Lei Meng
    , Han Yu,
    Xiaoxiao Li
    ,
    Xiangxu Meng
  8. Commute Graph Neural Networks
    ICML 2025 ·
    Wei Zhuo
    , Han Yu,
    Guang Tan
    ,
    Xiaoxiao Li
  9. CrossSpectra: Exploiting Cross-Layer Smoothness for Parameter-Efficient Fine-Tuning
    NeurIPS 2025 ·
    Yifei Zhang
    ,
    Hao Zhu
    ,
    Junhao Dong
    ,
    Haoran Shi
    ,
    Ziqiao Meng
    ,
    Piotr Koniusz
    , Han Yu
  10. Diffusion-Guided Diversity for Single Domain Generalization in Time Series Classification
    SIGKDD 2025 ·
    Junru Zhang
    ,
    Lang Feng
    ,
    Xu Guo
    , Han Yu,
    Yabo Dong
    ,
    Duanqing Xu
  11. Efficient Heterogeneity-Aware Federated Active Data Selection
    ICML 2025 ·
    Ying-Peng Tang
    ,
    Chao Ren
    ,
    Xiaoli Tang
    ,
    Sheng-Jun Huang
    ,
    Lizhen Cui
    , Han Yu
  12. Enhancing Large Language Models for Mobility Analytics with Semantic Location Tokenization
    SIGKDD 2025 ·
    Yile Chen
    ,
    Yicheng Tao
    ,
    Yue Jiang
    ,
    Shuai Liu
    , Han Yu,
    Gao Cong
  13. FL@FM-TheWebConf'25: International Workshop on Federated Foundation Models for the Web 2025
    WWW 2025 ·
    Irwin King
    ,
    Guodong Long
    ,
    Zenglin Xu
    ,
    Yifei Zhang
    , Han Yu
  14. Federated Causally Invariant Feature Learning
    AAAI 2025 ·
    Xianjie Guo
    ,
    Kui Yu
    ,
    Lizhen Cui
    , Han Yu,
    Xiaoxiao Li
  15. Federated Deconfounding and Debiasing Learning for Out-of-Distribution Generalization
    IJCAI 2025 ·
    Zhuang Qi
    ,
    Sijin Zhou
    ,
    Lei Meng
    ,
    Han Hu
    , Han Yu,
    Xiangxu Meng
  16. Federated Representation Angle Learning
    ICCV 2025 ·
    Liping Yi
    , Han Yu,
    Gang Wang
    ,
    Xiaoguang Liu
    ,
    Xiaoxiao Li
  17. Global Prompt Refinement with Non-Interfering Attention Masking for One-Shot Federated Learning
    NeurIPS 2025 ·
    Zhuang Qi
    ,
    Pan Yu
    ,
    Lei Meng
    ,
    Sijin Zhou
    , Han Yu,
    Xiaoxiao Li
    ,
    Xiangxu Meng
  18. IMQC: A Large Language Model Platform for Medical Quality Control
    AAAI 2025 ·
    Qi Ye
    ,
    Guangya Yu
    ,
    Jingping Liu
    ,
    Erzhen Chen
    ,
    Chenjie Dong
    ,
    Xiaosheng Lin
    ,
    Zelei Liu
    , Han Yu,
    Tong Ruan
  19. Multi-Session Budget Optimization for Forward Auction-based Federated Learning
    ICML 2025 ·
    Xiaoli Tang
    , Han Yu,
    Zengxiang Li
    ,
    Xiaoxiao Li
  20. Nonparametric Quantile Regression with ReLU-Activated Recurrent Neural Networks
    NeurIPS 2025 · Han Yu,
    Lyumin Wu
    ,
    Wenxin Zhou
    ,
    Zhao Ren
  21. Personalized Federated Learning Under Local Supervision
    ICCV 2025 ·
    Qiqi Liu
    ,
    Jiaqiang Li
    ,
    Yuchen Liu
    ,
    Yaochu Jin
    ,
    Lingjuan Lyu
    ,
    Xiaohu Wu
    , Han Yu
  22. Personalized Subgraph Federated Learning with Differentiable Auxiliary Projections
    NeurIPS 2025 ·
    Wei Zhuo
    ,
    Zhaohuan Zhan
    , Han Yu
  23. Reputation-aware Revenue Allocation for Auction-based Federated Learning
    AAAI 2025 ·
    Xiaoli Tang
    , Han Yu
  24. Voronoi-grid-based Pareto Front Learning and Its Application to Collaborative Federated Learning
    ICML 2025 ·
    Mengmeng Chen
    ,
    Xiaohu Wu
    ,
    Qiqi Liu
    ,
    Tiantian He
    ,
    Yew-Soon Ong
    ,
    Yaochu Jin
    ,
    Qicheng Lao
    , Han Yu
  25. pFedAFM: Adaptive Feature Mixture for Data-Level Personalization in Heterogeneous Federated Learning on Mobile Edge Devices
    ICDE 2025 ·
    Liping Yi
    , Han Yu,
    Gang Wang
    ,
    Xiaoguang Liu
    ,
    Xiaoxiao Li
  26. pFedES: Generalized Proxy Feature Extractor Sharing for Model Heterogeneous Personalized Federated Learning
    AAAI 2025 ·
    Liping Yi
    , Han Yu,
    Chao Ren
    ,
    Gang Wang
    ,
    Xiaoguang Liu
    ,
    Xiaoxiao Li
  27. pFedMxF: Personalized Federated Class-Incremental Learning with Mixture of Frequency Aggregation
    CVPR 2025 ·
    Yifei Zhang
    ,
    Hao Zhu
    ,
    Alysa Ziying Tan
    ,
    Dianzhi Yu
    ,
    Longtao Huang
    , Han Yu
  28. A Bias-Free Revenue-Maximizing Bidding Strategy for Data Consumers in Auction-based Federated Learning
    IJCAI 2024 ·
    Xiaoli Tang
    , Han Yu,
    Zengxiang Li
    ,
    Xiaoxiao Li
  29. An E-Commerce Dataset Revealing Variations during Sales
    SIGIR 2024 ·
    Jianfu Zhang
    ,
    Qingtao Yu
    ,
    Yizhou Chen
    ,
    Guoliang Zhou
    ,
    Yawen Liu
    ,
    Yawei Sun
    ,
    Chen Liang
    ,
    Guangda Huzhang
    ,
    Yabo Ni
    ,
    Anxiang Zeng
    , Han Yu
  30. Dual Calibration-based Personalised Federated Learning
    IJCAI 2024 ·
    Xiaoli Tang
    , Han Yu,
    Run Tang
    ,
    Chao Ren
    ,
    Anran Li
    ,
    Xiaoxiao Li
  31. FL@FM-TheWebConf'24: International Workshop on Federated Foundation Models for the Web
    WWW 2024 ·
    Irwin King
    ,
    Guodong Long
    ,
    Zenglin Xu
    , Han Yu
  32. FedCal: Achieving Local and Global Calibration in Federated Learning via Aggregated Parameterized Scaler
    ICML 2024 ·
    Hongyi Peng
    , Han Yu,
    Xiaoli Tang
    ,
    Xiaoxiao Li
  33. FedCompetitors: Harmonious Collaboration in Federated Learning with Competing Participants
    AAAI 2024 ·
    Shanli Tan
    ,
    Hao Cheng
    ,
    Xiaohu Wu
    , Han Yu,
    Tiantian He
    ,
    Yew Soon Ong
    ,
    Chongjun Wang
    ,
    Xiaofeng Tao
  34. FedSSA: Semantic Similarity-based Aggregation for Efficient Model-Heterogeneous Personalized Federated Learning
    IJCAI 2024 ·
    Liping Yi
    , Han Yu,
    Zhuan Shi
    ,
    Gang Wang
    ,
    Xiaoguang Liu
    ,
    Lizhen Cui
    ,
    Xiaoxiao Li
  35. Federated Model Heterogeneous Matryoshka Representation Learning
    NeurIPS 2024 ·
    Liping Yi
    , Han Yu,
    Chao Ren
    ,
    Gang Wang
    ,
    Xiaoguang Liu
    ,
    Xiaoxiao Li
  36. Federated Neuro-Symbolic Learning
    ICML 2024 ·
    Pengwei Xing
    ,
    Songtao Lu
    , Han Yu
  37. Free-Rider and Conflict Aware Collaboration Formation for Cross-Silo Federated Learning
    NeurIPS 2024 ·
    Mengmeng Chen
    ,
    Xiaohu Wu
    ,
    Xiaoli Tang
    ,
    Tiantian He
    ,
    Yew Soon Ong
    ,
    Qiqi Liu
    ,
    Qicheng Lao
    , Han Yu
  38. HiFi-Gas: Hierarchical Federated Learning Incentive Mechanism Enhanced Gas Usage Estimation
    AAAI 2024 ·
    Hao Sun
    ,
    Xiaoli Tang
    ,
    Chengyi Yang
    ,
    Zhenpeng Yu
    ,
    Xiuli Wang
    ,
    Qijie Ding
    ,
    Zengxiang Li
    , Han Yu
  39. Historical Embedding-Guided Efficient Large-Scale Federated Graph Learning
    SIGMOD 2024 ·
    Anran Li
    ,
    Yuanyuan Chen
    ,
    Jian Zhang
    ,
    Mingfei Cheng
    ,
    Yihao Huang
    ,
    Yueming Wu
    ,
    Anh Tuan Luu
    , Han Yu
  40. IBCA: An Intelligent Platform for Social Insurance Benefit Qualification Status Assessment
    AAAI 2024 ·
    Yuliang Shi
    ,
    Lin Cheng
    ,
    Cheng Jiang
    ,
    Hui Zhang
    ,
    Guifeng Li
    ,
    Xiaoli Tang
    , Han Yu,
    Zhiqi Shen
    ,
    Cyril Leung
  41. Intelligent Agents for Auction-based Federated Learning: A Survey
    IJCAI 2024 ·
    Xiaoli Tang
    , Han Yu,
    Xiaoxiao Li
    ,
    Sarit Kraus
  42. Multi-Dimensional Fair Federated Learning
    AAAI 2024 ·
    Cong Su
    ,
    Guoxian Yu
    ,
    Jun Wang
    ,
    Hui Li
    ,
    Qingzhong Li
    , Han Yu
  43. Sample Quality Heterogeneity-aware Federated Causal Discovery through Adaptive Variable Space Selection
    IJCAI 2024 ·
    Xianjie Guo
    ,
    Kui Yu
    ,
    Hao Wang
    ,
    Lizhen Cui
    , Han Yu,
    Xiaoxiao Li
  44. Transformer-Empowered Multi-Modal Item Embedding for Enhanced Image Search in E-commerce
    AAAI 2024 ·
    Chang Liu
    ,
    Peng Hou
    ,
    Anxiang Zeng
    , Han Yu