PPaperPicks

Yang Liu

Hong Kong Polytechnic University, Hong Kong

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

DBLP profile ↗ORCID 0000-0003-3800-3533 ↗Google Scholar ↗Homepage ↗

Venues

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

Frequent coauthors

Jianqing Zhang
×5
Jia Li
×4
Yang Hua
×4
Jian Cao
×4
Yu Rong
×3
Tianyuan Zou
×3
Zinan Zheng
×2
Jiashun Cheng
×2
Fugee Tsung
×2
Ya-Qin Zhang
×2
Qiang Yang
×2
Tingyang Xu
×2

Papers

  1. COSMIC: Generalized Refusal Direction Identification in LLM Activations
    ACL 2025 ·
    Vincent Siu
    ,
    Nicholas Crispino
    ,
    Zihao Yu
    ,
    Sam Pan
    ,
    Zhun Wang
    , Yang Liu,
    Dawn Song
    ,
    Chenguang Wang
  2. CirT: Global Subseasonal-to-Seasonal Forecasting with Geometry-inspired Transformer
    ICLR 2025 · Yang Liu,
    Zinan Zheng
    ,
    Jiashun Cheng
    ,
    Fugee Tsung
    ,
    Deli Zhao
    ,
    Yu Rong
    ,
    Jia Li
  3. Contrastive Private Data Synthesis via Weighted Multi-PLM Fusion
    ICML 2025 ·
    Tianyuan Zou
    , Yang Liu,
    Peng Li
    ,
    Yufei Xiong
    ,
    Jianqing Zhang
    ,
    Jingjing Liu
    ,
    Xiaozhou Ye
    ,
    Ye Ouyang
    ,
    Ya-Qin Zhang
  4. Do LLMs Recognize Your Preferences? Evaluating Personalized Preference Following in LLMs
    ICLR 2025 ·
    Siyan Zhao
    ,
    Mingyi Hong
    , Yang Liu,
    Devamanyu Hazarika
    ,
    Kaixiang Lin
  5. HtFLlib: A Comprehensive Heterogeneous Federated Learning Library and Benchmark
    SIGKDD 2025 ·
    Jianqing Zhang
    ,
    Xinghao Wu
    ,
    Yanbing Zhou
    ,
    Xiaoting Sun
    ,
    Qiqi Cai
    , Yang Liu,
    Yang Hua
    ,
    Zhenzhe Zheng
    ,
    Jian Cao
    ,
    Qiang Yang
  6. InversionGNN: A Dual Path Network for Multi-Property Molecular Optimization
    ICLR 2025 ·
    Yifan Niu
    ,
    Ziqi Gao
    ,
    Tingyang Xu
    , Yang Liu,
    Yatao Bian
    ,
    Yu Rong
    ,
    Junzhou Huang
    ,
    Jia Li
  7. Mesh Interpolation Graph Network for Dynamic and Spatially Irregular Global Weather Forecasting
    NeurIPS 2025 ·
    Zinan Zheng
    , Yang Liu,
    Jia Li
  8. Multifaceted User Modeling in Recommendation: A Federated Foundation Models Approach
    AAAI 2025 ·
    Chunxu Zhang
    ,
    Guodong Long
    ,
    Hongkuan Guo
    ,
    Zhaojie Liu
    ,
    Guorui Zhou
    ,
    Zijian Zhang
    , Yang Liu,
    Bo Yang
  9. PCEvolve: Private Contrastive Evolution for Synthetic Dataset Generation via Few-Shot Private Data and Generative APIs
    ICML 2025 ·
    Jianqing Zhang
    , Yang Liu,
    Jie Fu
    ,
    Yang Hua
    ,
    Tianyuan Zou
    ,
    Jian Cao
    ,
    Qiang Yang
  10. VFLAIR-LLM: A Comprehensive Framework and Benchmark for Split Learning of LLMs
    SIGKDD 2025 ·
    Zixuan Gu
    ,
    Qiufeng Fan
    ,
    Long Sun
    , Yang Liu,
    Xiaojun Ye
  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
    , Yang Liu,
    Yang Hua
    ,
    Jian Cao
  12. FedTGP: Trainable Global Prototypes with Adaptive-Margin-Enhanced Contrastive Learning for Data and Model Heterogeneity in Federated Learning
    AAAI 2024 ·
    Jianqing Zhang
    , Yang Liu,
    Yang Hua
    ,
    Jian Cao
  13. Federated Adaptation for Foundation Model-based Recommendations
    IJCAI 2024 ·
    Chunxu Zhang
    ,
    Guodong Long
    ,
    Hongkuan Guo
    ,
    Xiao Fang
    ,
    Yang Song
    ,
    Zhaojie Liu
    ,
    Guorui Zhou
    ,
    Zijian Zhang
    , Yang Liu,
    Bo Yang
  14. OpenChat: Advancing Open-source Language Models with Mixed-Quality Data
    ICLR 2024 ·
    Guan Wang
    ,
    Sijie Cheng
    ,
    Xianyuan Zhan
    ,
    Xiangang Li
    ,
    Sen Song
    , Yang Liu
  15. SEGNO: Generalizing Equivariant Graph Neural Networks with Physical Inductive Biases
    ICLR 2024 · Yang Liu,
    Jiashun Cheng
    ,
    Haihong Zhao
    ,
    Tingyang Xu
    ,
    Peilin Zhao
    ,
    Fugee Tsung
    ,
    Jia Li
    ,
    Yu Rong
  16. VFLAIR: A Research Library and Benchmark for Vertical Federated Learning
    ICLR 2024 ·
    Tianyuan Zou
    ,
    Zixuan Gu
    ,
    Yu He
    ,
    Hideaki Takahashi
    , Yang Liu,
    Ya-Qin Zhang