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

DBLP profile ↗ORCID search ↗Google Scholar ↗Homepage ↗

Venues

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

Frequent coauthors

Tao Fan
DBLP profile ↗ORCID search ↗
×3
Dashan Gao
DBLP profile ↗ORCID search ↗
×3
Jianqing Zhang
DBLP profile ↗ORCID search ↗
×2
Gongxi Zhu
DBLP profile ↗ORCID search ↗
×1
Zhiwei Li
DBLP profile ↗ORCID search ↗
×1
Shengkun Zhu
DBLP profile ↗ORCID search ↗
×1
Fuyao Zhang
DBLP profile ↗ORCID search ↗
×1
Hao Yu
DBLP profile ↗ORCID search ↗
×1
Zhaomin Wu
DBLP profile ↗ORCID search ↗
×1
Shu Chen
DBLP profile ↗ORCID search ↗
×1
Jinglin Liang
DBLP profile ↗ORCID search ↗
×1
Qian Chen
DBLP profile ↗ORCID search ↗
×1

Papers

  1. FedGRPO: Privately Optimizing Foundation Models with Group-Relative Rewards from Domain Clients
    AAAI 2026 ·
    Gongxi Zhu
    DBLP profile ↗ORCID search ↗
  2. FedProxy: Federated Fine-Tuning of LLMs via Proxy SLMs and Heterogeneity-Aware Fusion
    ACL 2026 ·
    Tao Fan
    DBLP profile ↗ORCID search ↗
  3. Federated Vision-Language-Recommendation with Personalized Fusion
    AAAI 2026 ·
    Zhiwei Li
    DBLP profile ↗ORCID search ↗
  4. LoRA-E2: Effective and Efficient Low-rank Adaptation
    WWW 2026 ·
    Shengkun Zhu
    DBLP profile ↗ORCID search ↗
  5. Oblivionis: A Lightweight Learning and Unlearning Framework for Federated Large Language Models
    AAAI 2026 ·
    Fuyao Zhang
    DBLP profile ↗ORCID search ↗
  6. FedCoT: Federated Chain-of-Thought Distillation for Large Language Models
    EMNLP 2025 ·
    Tao Fan
    DBLP profile ↗ORCID search ↗
  7. Handling Spatial-Temporal Data Heterogeneity for Federated Continual Learning via Tail Anchor
    CVPR 2025 ·
    Hao Yu
    DBLP profile ↗ORCID search ↗
  8. HtFLlib: A Comprehensive Heterogeneous Federated Learning Library and Benchmark
    SIGKDD 2025 ·
    Jianqing Zhang
    DBLP profile ↗ORCID search ↗
  9. Model-based Large Language Model Customization as Service
    EMNLP 2025 ·
    Zhaomin Wu
    DBLP profile ↗ORCID search ↗
  10. PCEvolve: Private Contrastive Evolution for Synthetic Dataset Generation via Few-Shot Private Data and Generative APIs
    ICML 2025 ·
    Jianqing Zhang
    DBLP profile ↗ORCID search ↗
  11. PPC-GPT: Federated Task-Specific Compression of Large Language Models via Pruning and Chain-of-Thought Distillation
    EMNLP 2025 ·
    Tao Fan
    DBLP profile ↗ORCID search ↗
  12. A Survey on Cross-Domain Sequential Recommendation
    IJCAI 2024 ·
    Shu Chen
    DBLP profile ↗ORCID search ↗
  13. Complementary Knowledge Distillation for Robust and Privacy-Preserving Model Serving in Vertical Federated Learning
    AAAI 2024 ·
    Dashan Gao
    DBLP profile ↗ORCID search ↗
  14. Diffusion-Driven Data Replay: A Novel Approach to Combat Forgetting in Federated Class Continual Learning
    ECCV 2024 ·
    Jinglin Liang
    DBLP profile ↗ORCID search ↗
  15. Label Privacy Source Coding in Vertical Federated Learning
    ECML-PKDD 2024 ·
    Dashan Gao
    DBLP profile ↗ORCID search ↗
  16. Model Trip: Enhancing Privacy and Fairness in Model Fusion Across Multi-Federations for Trustworthy Global Healthcare
    ICDE 2024 ·
    Qian Chen
    DBLP profile ↗ORCID search ↗
  17. Secure Dataset Condensation for Privacy-Preserving and Efficient Vertical Federated Learning
    ECML-PKDD 2024 ·
    Dashan Gao
    DBLP profile ↗ORCID search ↗
  18. Shopping MMLU: A Massive Multi-Task Online Shopping Benchmark for Large Language Models
    NeurIPS 2024 ·
    Yilun Jin
    DBLP profile ↗ORCID search ↗
  19. The 13th International Workshop on Urban Computing
    SIGKDD 2024 ·
    Yuxuan Liang
    DBLP profile ↗ORCID search ↗
  20. The Good, The Bad, and Why: Unveiling Emotions in Generative AI
    ICML 2024 ·
    Cheng Li
    DBLP profile ↗ORCID search ↗
  21. Unlearning during Learning: An Efficient Federated Machine Unlearning Method
    IJCAI 2024 ·
    Hanlin Gu
    DBLP profile ↗ORCID search ↗