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Yongfeng Huang

7 papers at tracked venues · 4 at CORE A* · active 2024–2026

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Venues

AAAI ×2EMNLP ×2ACL ×1ECAI ×1NeurIPS ×1

Frequent coauthors

James Cheng
×2
Ruiying Chen
×1
Haoyu Huang
×1
Junjie Yang
×1
Zhenyu Pan
×1
Yongqiang Chen
×1
Kaili Ma
×1
Hongzhi Chen
×1
Jinyang Li
×1
Xiaolong Li
×1
Ge Qu
×1
Per Jacobsson
×1

Papers

  1. SEMA-RAG: A Self-Evolving Multi-Agent Retrieval-Augmented Generation Framework for Medical Reasoning
    ACL 2026 · Yongfeng Huang,
    Ruiying Chen
    ,
    James Cheng
  2. Retrieval-Augmented Generation with Hierarchical Knowledge
    EMNLP 2025 ·
    Haoyu Huang
    , Yongfeng Huang,
    Junjie Yang
    ,
    Zhenyu Pan
    ,
    Yongqiang Chen
    ,
    Kaili Ma
    ,
    Hongzhi Chen
    ,
    James Cheng
  3. SWE-SQL: Illuminating LLM Pathways to Solve User SQL Issues in Real-World Applications
    NeurIPS 2025 ·
    Jinyang Li
    ,
    Xiaolong Li
    ,
    Ge Qu
    ,
    Per Jacobsson
    ,
    Bowen Qin
    ,
    Binyuan Hui
    ,
    Shuzheng Si
    ,
    Nan Huo
    ,
    Xiaohan Xu
    ,
    Yue Zhang
    ,
    Ziwei Tang
    ,
    Yuanshuai Li
    ,
    Florensia Widjaja
    ,
    Xintong Zhu
    ,
    Feige Zhou
    , Yongfeng Huang,
    Yannis Papakonstantinou
    ,
    Fatma Özcan
    ,
    Chenhao Ma
    ,
    Reynold Cheng
  4. Training with "Paraphrasing the Original Text" Teaches LLM to Better Retrieve in Long-Context Tasks
    AAAI 2025 ·
    Yijiong Yu
    , Yongfeng Huang,
    Zhixiao Qi
    ,
    Zhe Zhou
  5. pFedGPA: Diffusion-based Generative Parameter Aggregation for Personalized Federated Learning
    AAAI 2025 ·
    Jiahao Lai
    ,
    Jiaqi Li
    ,
    Jian Xu
    ,
    Yanru Wu
    ,
    Boshi Tang
    ,
    Siqi Chen
    , Yongfeng Huang,
    Wenbo Ding
    ,
    Yang Li
  6. SETTP: Style Extraction and Tunable Inference via Dual-Level Transferable Prompt Learning
    ECAI 2024 ·
    Chunzhen Jin
    , Yongfeng Huang,
    Yaqi Wang
    ,
    Peng Cao
    ,
    Osmar Zaïane
  7. Triad: A Framework Leveraging a Multi-Role LLM-based Agent to Solve Knowledge Base Question Answering
    EMNLP 2024 ·
    Chang Zong
    ,
    Yuchen Yan
    ,
    Weiming Lu
    ,
    Jian Shao
    , Yongfeng Huang,
    Heng Chang
    ,
    Yueting Zhuang