PPaperPicks

Yifu Huo

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

DBLP profile ↗ORCID search ↗

Venues

AAAI ×4ACL ×2EMNLP ×1ICML ×1

Frequent coauthors

Chenglong Wang
×8
Jingbo Zhu
×8
Tong Xiao
×8
Tongran Liu
×6
Chunliang Zhang
×5
Qiaozhi He
×5
Yongyu Mu
×4
Murun Yang
×4
Bei Li
×4
Yang Gan
×3
Hang Zhou
×2
Ziming Zhu
×2

Papers

  1. GRAM-R²: Self-Training Generative Foundation Reward Models for Reward Reasoning
    AAAI 2026 ·
    Chenglong Wang
    ,
    Yongyu Mu
    ,
    Hang Zhou
    , Yifu Huo,
    Ziming Zhu
    ,
    Jiali Zeng
    ,
    Murun Yang
    ,
    Bei Li
    ,
    Xiaoyang Hao
    ,
    Chunliang Zhang
    ,
    Fandong Meng
    ,
    Jingbo Zhu
    ,
    Tong Xiao
  2. Probing Preference Representations: A Multi-Dimensional Evaluation and Analysis Method for Reward Models
    AAAI 2026 ·
    Chenglong Wang
    , Yifu Huo,
    Yang Gan
    ,
    Yongyu Mu
    ,
    Qiaozhi He
    ,
    Murun Yang
    ,
    Bei Li
    ,
    Chunliang Zhang
    ,
    Tongran Liu
    ,
    Anxiang Ma
    ,
    Zhengtao Yu
    ,
    Jingbo Zhu
    ,
    Tong Xiao
  3. SERM: Self-Evolving Relevance Model with Agent-Driven Learning from Massive Query Streams
    ACL 2026 ·
    Chenglong Wang
    ,
    Canjia Li
    ,
    Xingzhao Zhu
    , Yifu Huo,
    Huiyu Wang
    ,
    Weixiong Lin
    ,
    Yun Yang
    ,
    Qiaozhi He
    ,
    Tianhua Zhou
    ,
    Changxiaojia
    ,
    JingBo Zhu
    ,
    Tong Xiao
  4. SPS: Steering Probability Squeezing for Better Exploration in Reinforcement Learning for Large Language Models
    ACL 2026 · Yifu Huo,
    Chenglong Wang
    ,
    Ziming Zhu
    ,
    Shunjie Xing
    ,
    Peinan Feng
    ,
    Tongran Liu
    ,
    Qiaozhi He
    ,
    Tianhua Zhou
    ,
    Changxiaojia
    ,
    JingBo Zhu
    ,
    Zhengtao Yu
    ,
    Tong Xiao
  5. GRAM: A Generative Foundation Reward Model for Reward Generalization
    ICML 2025 ·
    Chenglong Wang
    ,
    Yang Gan
    , Yifu Huo,
    Yongyu Mu
    ,
    Qiaozhi He
    ,
    Murun Yang
    ,
    Bei Li
    ,
    Tong Xiao
    ,
    Chunliang Zhang
    ,
    Tongran Liu
    ,
    JingBo Zhu
  6. HEAL: A Hypothesis-Based Preference-Aware Analysis Framework
    EMNLP 2025 · Yifu Huo,
    Chenglong Wang
    ,
    Qiren Zhu
    ,
    Shunjie Xing
    ,
    Tong Xiao
    ,
    Chunliang Zhang
    ,
    Tongran Liu
    ,
    JingBo Zhu
  7. RoVRM: A Robust Visual Reward Model Optimized via Auxiliary Textual Preference Data
    AAAI 2025 ·
    Chenglong Wang
    ,
    Yang Gan
    , Yifu Huo,
    Yongyu Mu
    ,
    Murun Yang
    ,
    Qiaozhi He
    ,
    Tong Xiao
    ,
    Chunliang Zhang
    ,
    Tongran Liu
    ,
    Jingbo Zhu
  8. ESRL: Efficient Sampling-Based Reinforcement Learning for Sequence Generation
    AAAI 2024 ·
    Chenglong Wang
    ,
    Hang Zhou
    ,
    Yimin Hu
    , Yifu Huo,
    Bei Li
    ,
    Tongran Liu
    ,
    Tong Xiao
    ,
    Jingbo Zhu