PPaperPicks

Fengshuo Bai

9 papers at tracked venues · 6 at CORE A* · active 2024–2026

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Venues

NeurIPS ×2AAAI ×1AAMAS ×1ACL ×1EMNLP ×1ICLR ×1ICML ×1NAACL ×1

Frequent coauthors

Yaodong Yang
×4
Ying Wen
×3
Runchuan Zhu
×2
Runze Liu
×2
Yali Du
×2
Hongming Zhang
×2
Bo Xu
×2
Jianghao Lin
×1
Yuanyuan Shi
×1
Xin Peng
×1
Renjie Ding
×1
Hairui Wang
×1

Papers

  1. ToolPRM: Fine-Grained Inference Scaling of Structured Outputs for Function Calling
    ACL 2026 ·
    Jianghao Lin
    ,
    Yuanyuan Shi
    ,
    Xin Peng
    ,
    Renjie Ding
    ,
    Hairui Wang
    ,
    Yuxuan Peng
    ,
    Bizhe Bai
    ,
    Weixi Song
    , Fengshuo Bai,
    Huacan Chai
    ,
    Weinan Zhang
    ,
    Fei Huang
    ,
    Ying Wen
  2. AdaptFlow: Adaptive Workflow Optimization via Meta-Learning
    EMNLP 2025 ·
    Runchuan Zhu
    ,
    Bowen Jiang
    ,
    Lingrui Mei
    ,
    Fangkai Yang
    ,
    Lu Wang
    ,
    Haoxiang Gao
    , Fengshuo Bai,
    Pu Zhao
    ,
    Qingwei Lin
    ,
    Saravan Rajmohan
    ,
    Dongmei Zhang
  3. Amulet: ReAlignment During Test Time for Personalized Preference Adaptation of LLMs
    ICLR 2025 ·
    Zhaowei Zhang
    , Fengshuo Bai,
    Qizhi Chen
    ,
    Chengdong Ma
    ,
    Mingzhi Wang
    ,
    Haoran Sun
    ,
    Zilong Zheng
    ,
    Yaodong Yang
  4. DexFlyWheel: A Scalable and Self-improving Data Generation Framework for Dexterous Manipulation
    NeurIPS 2025 ·
    Kefei Zhu
    , Fengshuo Bai,
    YuanHao Xiang
    ,
    Yishuai Cai
    ,
    Xinglin Chen
    ,
    Ruochong Li
    ,
    Xingtao Wang
    ,
    Hao Dong
    ,
    Yaodong Yang
    ,
    Xiaopeng Fan
    ,
    Yuanpei Chen
  5. GRAIT: Gradient-Driven Refusal-Aware Instruction Tuning for Effective Hallucination Mitigation
    NAACL 2025 ·
    Runchuan Zhu
    ,
    Xinke Jiang
    ,
    Jiang Wu
    ,
    Zhipeng Ma
    ,
    Jiahe Song
    , Fengshuo Bai,
    Dahua Lin
    ,
    Lijun Wu
    ,
    Conghui He
  6. RAT: Adversarial Attacks on Deep Reinforcement Agents for Targeted Behaviors
    AAAI 2025 · Fengshuo Bai,
    Runze Liu
    ,
    Yali Du
    ,
    Ying Wen
    ,
    Yaodong Yang
  7. STAR: Efficient Preference-based Reinforcement Learning via Dual Regularization
    NeurIPS 2025 · Fengshuo Bai,
    Rui Zhao
    ,
    Hongming Zhang
    ,
    Sijia Cui
    ,
    Shao Zhang
    ,
    Bo Xu
    ,
    Lei Han
    ,
    Ying Wen
    ,
    Yaodong Yang
  8. β-DQN: Improving Deep Q-Learning By Evolving the Behavior
    AAMAS 2025 ·
    Hongming Zhang
    , Fengshuo Bai,
    Chenjun Xiao
    ,
    Chao Gao
    ,
    Bo Xu
    ,
    Martin Müller
  9. PEARL: Zero-shot Cross-task Preference Alignment and Robust Reward Learning for Robotic Manipulation
    ICML 2024 ·
    Runze Liu
    ,
    Yali Du
    , Fengshuo Bai,
    Jiafei Lyu
    ,
    Xiu Li