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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

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Venues

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

Frequent coauthors

Xiaoli Tang
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Liping Yi
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Irwin King
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Zhuang Qi
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Wei Zhuo
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Yifei Zhang
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Xianjie Guo
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Mengmeng Chen
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Haoran Shi
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Bryan Shan Guanrong
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Yabo Ni
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Minghui Chen
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Papers

  1. FL@FM-TheWebConf'26: The 3rd International Workshop on Federated Foundation Models for the Web
    WWW 2026 ·
    Irwin King
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  2. FedDiG: Frequency-Guided Diffusion Diversity for Generalizable Federated Time Series Classification
    WWW 2026 ·
    Haoran Shi
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  3. Federated Learning Playground
    AAAI 2026 ·
    Bryan Shan Guanrong
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  4. TreeBridge: Aligning LLM Embeddings in Industrial Recommender Systems
    AAAI 2026 ·
    Yabo Ni
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  5. A Reinforcement Learning-based Bidding Strategy for Data Consumers in Auction-based Federated Learning
    NeurIPS 2025 ·
    Xiaoli Tang
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  6. Can Textual Gradient Work in Federated Learning?
    ICLR 2025 ·
    Minghui Chen
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  7. Class-wise Balancing Data Replay for Federated Class-Incremental Learning
    NeurIPS 2025 ·
    Zhuang Qi
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  8. Commute Graph Neural Networks
    ICML 2025 ·
    Wei Zhuo
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  9. CrossSpectra: Exploiting Cross-Layer Smoothness for Parameter-Efficient Fine-Tuning
    NeurIPS 2025 ·
    Yifei Zhang
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  10. Diffusion-Guided Diversity for Single Domain Generalization in Time Series Classification
    SIGKDD 2025 ·
    Junru Zhang
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  11. Efficient Heterogeneity-Aware Federated Active Data Selection
    ICML 2025 ·
    Ying-Peng Tang
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  12. Enhancing Large Language Models for Mobility Analytics with Semantic Location Tokenization
    SIGKDD 2025 ·
    Yile Chen
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  13. FL@FM-TheWebConf'25: International Workshop on Federated Foundation Models for the Web 2025
    WWW 2025 ·
    Irwin King
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  14. Federated Causally Invariant Feature Learning
    AAAI 2025 ·
    Xianjie Guo
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  15. Federated Deconfounding and Debiasing Learning for Out-of-Distribution Generalization
    IJCAI 2025 ·
    Zhuang Qi
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  16. Federated Representation Angle Learning
    ICCV 2025 ·
    Liping Yi
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  17. Global Prompt Refinement with Non-Interfering Attention Masking for One-Shot Federated Learning
    NeurIPS 2025 ·
    Zhuang Qi
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  18. IMQC: A Large Language Model Platform for Medical Quality Control
    AAAI 2025 ·
    Qi Ye
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  19. Multi-Session Budget Optimization for Forward Auction-based Federated Learning
    ICML 2025 ·
    Xiaoli Tang
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  20. Nonparametric Quantile Regression with ReLU-Activated Recurrent Neural Networks
    NeurIPS 2025 · Han Yu
  21. Personalized Federated Learning Under Local Supervision
    ICCV 2025 ·
    Qiqi Liu
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  22. Personalized Subgraph Federated Learning with Differentiable Auxiliary Projections
    NeurIPS 2025 ·
    Wei Zhuo
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  23. Reputation-aware Revenue Allocation for Auction-based Federated Learning
    AAAI 2025 ·
    Xiaoli Tang
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  24. Voronoi-grid-based Pareto Front Learning and Its Application to Collaborative Federated Learning
    ICML 2025 ·
    Mengmeng Chen
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  25. pFedAFM: Adaptive Feature Mixture for Data-Level Personalization in Heterogeneous Federated Learning on Mobile Edge Devices
    ICDE 2025 ·
    Liping Yi
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  26. pFedES: Generalized Proxy Feature Extractor Sharing for Model Heterogeneous Personalized Federated Learning
    AAAI 2025 ·
    Liping Yi
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  27. pFedMxF: Personalized Federated Class-Incremental Learning with Mixture of Frequency Aggregation
    CVPR 2025 ·
    Yifei Zhang
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  28. A Bias-Free Revenue-Maximizing Bidding Strategy for Data Consumers in Auction-based Federated Learning
    IJCAI 2024 ·
    Xiaoli Tang
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  29. An E-Commerce Dataset Revealing Variations during Sales
    SIGIR 2024 ·
    Jianfu Zhang
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  30. Dual Calibration-based Personalised Federated Learning
    IJCAI 2024 ·
    Xiaoli Tang
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  31. FL@FM-TheWebConf'24: International Workshop on Federated Foundation Models for the Web
    WWW 2024 ·
    Irwin King
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  32. FedCal: Achieving Local and Global Calibration in Federated Learning via Aggregated Parameterized Scaler
    ICML 2024 ·
    Hongyi Peng
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  33. FedCompetitors: Harmonious Collaboration in Federated Learning with Competing Participants
    AAAI 2024 ·
    Shanli Tan
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  34. FedSSA: Semantic Similarity-based Aggregation for Efficient Model-Heterogeneous Personalized Federated Learning
    IJCAI 2024 ·
    Liping Yi
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  35. Federated Model Heterogeneous Matryoshka Representation Learning
    NeurIPS 2024 ·
    Liping Yi
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  36. Federated Neuro-Symbolic Learning
    ICML 2024 ·
    Pengwei Xing
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  37. Free-Rider and Conflict Aware Collaboration Formation for Cross-Silo Federated Learning
    NeurIPS 2024 ·
    Mengmeng Chen
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  38. HiFi-Gas: Hierarchical Federated Learning Incentive Mechanism Enhanced Gas Usage Estimation
    AAAI 2024 ·
    Hao Sun
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  39. Historical Embedding-Guided Efficient Large-Scale Federated Graph Learning
    SIGMOD 2024 ·
    Anran Li
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  40. IBCA: An Intelligent Platform for Social Insurance Benefit Qualification Status Assessment
    AAAI 2024 ·
    Yuliang Shi
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  41. Intelligent Agents for Auction-based Federated Learning: A Survey
    IJCAI 2024 ·
    Xiaoli Tang
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  42. Multi-Dimensional Fair Federated Learning
    AAAI 2024 ·
    Cong Su
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  43. Sample Quality Heterogeneity-aware Federated Causal Discovery through Adaptive Variable Space Selection
    IJCAI 2024 ·
    Xianjie Guo
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  44. Transformer-Empowered Multi-Modal Item Embedding for Enhanced Image Search in E-commerce
    AAAI 2024 ·
    Chang Liu
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