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Fangming Liu

14 papers at tracked venues · 12 at CORE A* · active 2024–2026

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Venues

ACL ×7AAAI ×2EMNLP ×1ICCV ×1ICLR ×1MLSys ×1WWW ×1

Frequent coauthors

Jing Li
×6
Min Zhang
×5
Daojing He
×4
Yifan Lu
×3
Yigeng Zhou
×3
Yequan Wang
×3
Yucheng Zhou
×2
Zesheng Shi
×2
Haiyuan Wan
×2
Yifan Gong
×2
Wenya Wang
×2
Meishan Zhang
×2

Papers

  1. FP=XINT: Representing Neural Networks via Low-Bit Series Basis Functions
    AAAI 2026 ·
    Boyang Zhang
    ,
    Daning Cheng
    ,
    Yunquan Zhang
    ,
    Jiake Tian
    ,
    Jing Li
    , Fangming Liu
  2. LLM Inductive Reasoning Through Multi-Agent Enhanced Monte Carlo Tree Search
    ACL 2026 ·
    Xiang Li
    ,
    Yucheng Zhou
    ,
    Xiangzhi Wei
    ,
    Zesheng Shi
    ,
    Haiyuan Wan
    ,
    Yifan Gong
    , Fangming Liu,
    Jing Li
  3. Adaptive Detoxification: Safeguarding General Capabilities of LLMs through Toxicity-Aware Knowledge Editing
    ACL 2025 ·
    Yifan Lu
    ,
    Jing Li
    ,
    Yigeng Zhou
    ,
    Yihui Zhang
    ,
    Wenya Wang
    ,
    Xiucheng Li
    ,
    Meishan Zhang
    , Fangming Liu,
    Jun Yu
    ,
    Min Zhang
  4. Demystifying Small Language Models for Edge Deployment
    ACL 2025 ·
    Zhenyan Lu
    ,
    Xiang Li
    ,
    Dongqi Cai
    ,
    Rongjie Yi
    , Fangming Liu,
    Wei Liu
    ,
    Jian Luan
    ,
    Xiwen Zhang
    ,
    Nicholas D. Lane
    ,
    Mengwei Xu
  5. Knowledge Editing with Dynamic Knowledge Graphs for Multi-Hop Question Answering
    AAAI 2025 ·
    Yifan Lu
    ,
    Yigeng Zhou
    ,
    Jing Li
    ,
    Yequan Wang
    ,
    Xuebo Liu
    ,
    Daojing He
    , Fangming Liu,
    Min Zhang
  6. Learning to Generate Structured Output with Schema Reinforcement Learning
    ACL 2025 ·
    Yaxi Lu
    ,
    Haolun Li
    ,
    Xin Cong
    ,
    Zhong Zhang
    ,
    Yesai Wu
    ,
    Yankai Lin
    ,
    Zhiyuan Liu
    , Fangming Liu,
    Maosong Sun
  7. Multi-Modality Expansion and Retention for LLMs through Parameter Merging and Decoupling
    ACL 2025 ·
    Junlin Li
    ,
    Guodong Du
    ,
    Jing Li
    ,
    Sim Kuan Goh
    ,
    Wenya Wang
    ,
    Yequan Wang
    , Fangming Liu,
    Ho-Kin Tang
    ,
    Saleh Alharbi
    ,
    Daojing He
    ,
    Min Zhang
  8. Proactive Agent: Shifting LLM Agents from Reactive Responses to Active Assistance
    ICLR 2025 ·
    Yaxi Lu
    ,
    Shenzhi Yang
    ,
    Cheng Qian
    ,
    Guirong Chen
    ,
    Qinyu Luo
    ,
    Yesai Wu
    ,
    Huadong Wang
    ,
    Xin Cong
    ,
    Zhong Zhang
    ,
    Yankai Lin
    ,
    Weiwen Liu
    ,
    Yasheng Wang
    ,
    Zhiyuan Liu
    , Fangming Liu,
    Maosong Sun
  9. RECALL: REpresentation-aligned Catastrophic-forgetting ALLeviation via Hierarchical Model Merging
    EMNLP 2025 ·
    Bowen Wang
    ,
    Haiyuan Wan
    ,
    Liwen Shi
    ,
    Chen Yang
    ,
    Peng He
    ,
    Yue Ma
    ,
    Haochen Han
    ,
    Wenhao Li
    ,
    Tiao Tan
    ,
    Yongjian Li
    , Fangming Liu,
    Yifan Gong
    ,
    Sheng Zhang
  10. Reflection on Knowledge Graph for Large Language Models Reasoning
    ACL 2025 ·
    Yigeng Zhou
    ,
    Wu Li
    ,
    Yifan Lu
    ,
    Jing Li
    , Fangming Liu,
    Meishan Zhang
    ,
    Yequan Wang
    ,
    Daojing He
    ,
    Honghai Liu
    ,
    Min Zhang
  11. Rubick: Exploiting Job Reconfigurability for Deep Learning Cluster Scheduling
    MLSys 2025 ·
    Xinyi Zhang
    ,
    Hanyu Zhao
    ,
    Wencong Xiao
    ,
    Xianyan Jia
    ,
    Fei Xu
    ,
    Yong Li
    ,
    Wei Lin
    , Fangming Liu
  12. Safety Alignment via Constrained Knowledge Unlearning
    ACL 2025 ·
    Zesheng Shi
    ,
    Yucheng Zhou
    ,
    Jing Li
    ,
    Yuxin Jin
    ,
    Yu Li
    ,
    Daojing He
    , Fangming Liu,
    Saleh Alharbi
    ,
    Jun Yu
    ,
    Min Zhang
  13. Unlearning the Noisy Correspondence Makes CLIP More Robust
    ICCV 2025 ·
    Haochen Han
    ,
    Alex Jinpeng Wang
    ,
    Peijun Ye
    , Fangming Liu
  14. λGrapher: A Resource-Efficient Serverless System for GNN Serving through Graph Sharing
    WWW 2024 ·
    Haichuan Hu
    , Fangming Liu,
    Qiangyu Pei
    ,
    Yongjie Yuan
    ,
    Zichen Xu
    ,
    Lin Wang