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Yang Liu

Hong Kong Polytechnic University, Hong Kong

16 papers at tracked venues · 15 at CORE A* · active 2024–2025

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Venues

ICLR ×6AAAI ×2ICML ×2SIGKDD ×2ACL ×1CVPR ×1IJCAI ×1NeurIPS ×1

Frequent coauthors

Jianqing Zhang
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Tianyuan Zou
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Chunxu Zhang
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Vincent Siu
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Siyan Zhao
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Yifan Niu
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Zinan Zheng
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Zixuan Gu
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Guan Wang
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Papers

  1. COSMIC: Generalized Refusal Direction Identification in LLM Activations
    ACL 2025 ·
    Vincent Siu
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  2. CirT: Global Subseasonal-to-Seasonal Forecasting with Geometry-inspired Transformer
    ICLR 2025 · Yang Liu
  3. Contrastive Private Data Synthesis via Weighted Multi-PLM Fusion
    ICML 2025 ·
    Tianyuan Zou
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  4. Do LLMs Recognize Your Preferences? Evaluating Personalized Preference Following in LLMs
    ICLR 2025 ·
    Siyan Zhao
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  5. HtFLlib: A Comprehensive Heterogeneous Federated Learning Library and Benchmark
    SIGKDD 2025 ·
    Jianqing Zhang
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  6. InversionGNN: A Dual Path Network for Multi-Property Molecular Optimization
    ICLR 2025 ·
    Yifan Niu
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  7. Mesh Interpolation Graph Network for Dynamic and Spatially Irregular Global Weather Forecasting
    NeurIPS 2025 ·
    Zinan Zheng
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  8. Multifaceted User Modeling in Recommendation: A Federated Foundation Models Approach
    AAAI 2025 ·
    Chunxu Zhang
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  9. PCEvolve: Private Contrastive Evolution for Synthetic Dataset Generation via Few-Shot Private Data and Generative APIs
    ICML 2025 ·
    Jianqing Zhang
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  10. VFLAIR-LLM: A Comprehensive Framework and Benchmark for Split Learning of LLMs
    SIGKDD 2025 ·
    Zixuan Gu
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  11. An Upload-Efficient Scheme for Transferring Knowledge From a Server-Side Pre-trained Generator to Clients in Heterogeneous Federated Learning
    CVPR 2024 ·
    Jianqing Zhang
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  12. FedTGP: Trainable Global Prototypes with Adaptive-Margin-Enhanced Contrastive Learning for Data and Model Heterogeneity in Federated Learning
    AAAI 2024 ·
    Jianqing Zhang
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  13. Federated Adaptation for Foundation Model-based Recommendations
    IJCAI 2024 ·
    Chunxu Zhang
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  14. OpenChat: Advancing Open-source Language Models with Mixed-Quality Data
    ICLR 2024 ·
    Guan Wang
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  15. SEGNO: Generalizing Equivariant Graph Neural Networks with Physical Inductive Biases
    ICLR 2024 · Yang Liu
  16. VFLAIR: A Research Library and Benchmark for Vertical Federated Learning
    ICLR 2024 ·
    Tianyuan Zou
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