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Wei Peng

10 papers at tracked venues · 5 at CORE A* · active 2024–2025

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Venues

EMNLP ×3AAAI ×2NAACL ×2ACL ×1CVPR ×1ICLR ×1

Frequent coauthors

Xiutian Zhao
×4
Ke Wang
×4
Weimin Xiong
×3
Cheng Li
×3
Weixuan Wang
×2
Jingyuan Yang
×2
Rongjun Li
×2
Yifan Song
×2
Wenhao Wu
×2
Sujian Li
×2
Dapeng Chen
×2
Hanchao Liu
×1

Papers

  1. Semantics-Adaptive Activation Intervention for LLMs via Dynamic Steering Vectors
    ICLR 2025 ·
    Weixuan Wang
    ,
    Jingyuan Yang
    , Wei Peng
  2. WorkTeam: Constructing Workflows from Natural Language with Multi-Agents
    NAACL 2025 ·
    Hanchao Liu
    ,
    Rongjun Li
    ,
    Weimin Xiong
    ,
    Ziyu Zhou
    , Wei Peng
  3. AgentBank: Towards Generalized LLM Agents via Fine-Tuning on 50000+ Interaction Trajectories
    EMNLP 2024 ·
    Yifan Song
    ,
    Weimin Xiong
    ,
    Xiutian Zhao
    ,
    Dawei Zhu
    ,
    Wenhao Wu
    ,
    Ke Wang
    ,
    Cheng Li
    , Wei Peng,
    Sujian Li
  4. Align Before Adapt: Leveraging Entity-to-Region Alignments for Generalizable Video Action Recognition
    CVPR 2024 ·
    Yifei Chen
    ,
    Dapeng Chen
    ,
    Ruijin Liu
    ,
    Sai Zhou
    ,
    Wenyuan Xue
    , Wei Peng
  5. An Electoral Approach to Diversify LLM-based Multi-Agent Collective Decision-Making
    EMNLP 2024 ·
    Xiutian Zhao
    ,
    Ke Wang
    , Wei Peng
  6. Assessing Factual Reliability of Large Language Model Knowledge
    NAACL 2024 ·
    Weixuan Wang
    ,
    Barry Haddow
    ,
    Alexandra Birch
    , Wei Peng
  7. Enhancing Semantic Consistency of Large Language Models through Model Editing: An Interpretability-Oriented Approach
    ACL 2024 ·
    Jingyuan Yang
    ,
    Dapeng Chen
    ,
    Yajing Sun
    ,
    Rongjun Li
    ,
    Zhiyong Feng
    , Wei Peng
  8. Learning from Failure: Improving Meeting Summarization without Good Samples
    AAAI 2024 ·
    Ke Wang
    ,
    Xiutian Zhao
    , Wei Peng
  9. Self-Distillation Regularized Connectionist Temporal Classification Loss for Text Recognition: A Simple Yet Effective Approach
    AAAI 2024 ·
    Ziyin Zhang
    ,
    Ning Lu
    ,
    Minghui Liao
    ,
    Yongshuai Huang
    ,
    Cheng Li
    ,
    Min Wang
    , Wei Peng
  10. Watch Every Step! LLM Agent Learning via Iterative Step-level Process Refinement
    EMNLP 2024 ·
    Weimin Xiong
    ,
    Yifan Song
    ,
    Xiutian Zhao
    ,
    Wenhao Wu
    ,
    Xun Wang
    ,
    Ke Wang
    ,
    Cheng Li
    , Wei Peng,
    Sujian Li