PPaperPicks

Qiang Yang

Hong Kong University of Science and Technology, Department of Computer Science, Kowloon, Hong Kong

21 papers at tracked venues · 13 at CORE A* · active 2024–2026

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Venues

AAAI ×4EMNLP ×3ECML-PKDD ×2ICML ×2IJCAI ×2SIGKDD ×2ACL ×1CVPR ×1ECCV ×1ICDE ×1NeurIPS ×1WWW ×1

Frequent coauthors

Lixin Fan
×11
Hanlin Gu
×6
Tao Fan
×3
Guoqiang Ma
×3
Yuanfeng Song
×3
Dashan Gao
×3
Xin Yao
×3
Gongxi Zhu
×2
Yuxing Han
×2
Kai Chen
×2
Yan Kang
×2
Jianqing Zhang
×2

Papers

  1. FedGRPO: Privately Optimizing Foundation Models with Group-Relative Rewards from Domain Clients
    AAAI 2026 ·
    Gongxi Zhu
    ,
    Hanlin Gu
    ,
    Lixin Fan
    , Qiang Yang,
    Yuxing Han
  2. FedProxy: Federated Fine-Tuning of LLMs via Proxy SLMs and Heterogeneity-Aware Fusion
    ACL 2026 ·
    Tao Fan
    ,
    Guoqiang Ma
    ,
    Yuanfeng Song
    ,
    Lixin Fan
    ,
    Kai Chen
    , Qiang Yang
  3. Federated Vision-Language-Recommendation with Personalized Fusion
    AAAI 2026 ·
    Zhiwei Li
    ,
    Guodong Long
    ,
    Jing Jiang
    ,
    Chengqi Zhang
    , Qiang Yang
  4. LoRA-E2: Effective and Efficient Low-rank Adaptation
    WWW 2026 ·
    Shengkun Zhu
    ,
    Jinshan Zeng
    ,
    Yiming Wang
    ,
    Sheng Wang
    ,
    Yuan Sun
    ,
    Shangfeng Chen
    ,
    Yuan Yao
    , Qiang Yang
  5. Oblivionis: A Lightweight Learning and Unlearning Framework for Federated Large Language Models
    AAAI 2026 ·
    Fuyao Zhang
    ,
    Xinyu Yan
    ,
    Tiantong Wu
    ,
    Wenjie Li
    ,
    Tianxiang Chen
    ,
    Yang Cao
    ,
    Ran Yan
    ,
    Longtao Huang
    ,
    Wei Yang Bryan Lim
    , Qiang Yang
  6. FedCoT: Federated Chain-of-Thought Distillation for Large Language Models
    EMNLP 2025 ·
    Tao Fan
    ,
    Weijing Chen
    ,
    Yan Kang
    ,
    Guoqiang Ma
    ,
    Hanlin Gu
    ,
    Yuanfeng Song
    ,
    Lixin Fan
    , Qiang Yang
  7. Handling Spatial-Temporal Data Heterogeneity for Federated Continual Learning via Tail Anchor
    CVPR 2025 ·
    Hao Yu
    ,
    Xin Yang
    ,
    Le Zhang
    ,
    Hanlin Gu
    ,
    Tianrui Li
    ,
    Lixin Fan
    , Qiang Yang
  8. 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
  9. Model-based Large Language Model Customization as Service
    EMNLP 2025 ·
    Zhaomin Wu
    ,
    Jizhou Guo
    ,
    Junyi Hou
    ,
    Bingsheng He
    ,
    Lixin Fan
    , Qiang Yang
  10. 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
  11. PPC-GPT: Federated Task-Specific Compression of Large Language Models via Pruning and Chain-of-Thought Distillation
    EMNLP 2025 ·
    Tao Fan
    ,
    Guoqiang Ma
    ,
    Yuanfeng Song
    ,
    Lixin Fan
    , Qiang Yang
  12. A Survey on Cross-Domain Sequential Recommendation
    IJCAI 2024 ·
    Shu Chen
    ,
    Zitao Xu
    ,
    Weike Pan
    , Qiang Yang,
    Zhong Ming
  13. Complementary Knowledge Distillation for Robust and Privacy-Preserving Model Serving in Vertical Federated Learning
    AAAI 2024 ·
    Dashan Gao
    ,
    Sheng Wan
    ,
    Lixin Fan
    ,
    Xin Yao
    , Qiang Yang
  14. Diffusion-Driven Data Replay: A Novel Approach to Combat Forgetting in Federated Class Continual Learning
    ECCV 2024 ·
    Jinglin Liang
    ,
    Jin Zhong
    ,
    Hanlin Gu
    ,
    Zhongqi Lu
    ,
    Xingxing Tang
    ,
    Gang Dai
    ,
    Shuangping Huang
    ,
    Lixin Fan
    , Qiang Yang
  15. Label Privacy Source Coding in Vertical Federated Learning
    ECML-PKDD 2024 ·
    Dashan Gao
    ,
    Sheng Wan
    ,
    Hanlin Gu
    ,
    Lixin Fan
    ,
    Xin Yao
    , Qiang Yang
  16. Model Trip: Enhancing Privacy and Fairness in Model Fusion Across Multi-Federations for Trustworthy Global Healthcare
    ICDE 2024 ·
    Qian Chen
    ,
    Yiqiang Chen
    ,
    Bingjie Yan
    ,
    Xinlong Jiang
    ,
    Xiaojin Zhang
    ,
    Yan Kang
    ,
    Teng Zhang
    ,
    Wuliang Huang
    ,
    Chenlong Gao
    ,
    Lixin Fan
    , Qiang Yang
  17. Secure Dataset Condensation for Privacy-Preserving and Efficient Vertical Federated Learning
    ECML-PKDD 2024 ·
    Dashan Gao
    ,
    Canhui Wu
    ,
    Xiaojin Zhang
    ,
    Xin Yao
    , Qiang Yang
  18. Shopping MMLU: A Massive Multi-Task Online Shopping Benchmark for Large Language Models
    NeurIPS 2024 ·
    Yilun Jin
    ,
    Zheng Li
    ,
    Chenwei Zhang
    ,
    Tianyu Cao
    ,
    Yifan Gao
    ,
    Pratik Jayarao
    ,
    Mao Li
    ,
    Xin Liu
    ,
    Ritesh Sarkhel
    ,
    Xianfeng Tang
    ,
    Haodong Wang
    ,
    Zhengyang Wang
    ,
    Wenju Xu
    ,
    Jingfeng Yang
    ,
    Qingyu Yin
    ,
    Xian Li
    ,
    Priyanka Nigam
    ,
    Yi Xu
    ,
    Kai Chen
    , Qiang Yang,
    Meng Jiang
    ,
    Bing Yin
  19. The 13th International Workshop on Urban Computing
    SIGKDD 2024 ·
    Yuxuan Liang
    ,
    Chuishi Meng
    ,
    Yanhua Li
    ,
    Yu Zheng
    ,
    Jieping Ye
    , Qiang Yang,
    Philip S. Yu
    ,
    Ouri Wolfson
  20. The Good, The Bad, and Why: Unveiling Emotions in Generative AI
    ICML 2024 ·
    Cheng Li
    ,
    Jindong Wang
    ,
    Yixuan Zhang
    ,
    Kaijie Zhu
    ,
    Xinyi Wang
    ,
    Wenxin Hou
    ,
    Jianxun Lian
    ,
    Fang Luo
    , Qiang Yang,
    Xing Xie
  21. Unlearning during Learning: An Efficient Federated Machine Unlearning Method
    IJCAI 2024 ·
    Hanlin Gu
    ,
    Gongxi Zhu
    ,
    Jie Zhang
    ,
    Xinyuan Zhao
    ,
    Yuxing Han
    ,
    Lixin Fan
    , Qiang Yang