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Chenglong Wang

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

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Venues

AAAI ×5ACL ×5EMNLP ×3ICML ×1NeurIPS ×1

Frequent coauthors

JingBo Zhu
×15
Tong Xiao
×15
Bei Li
×10
Tongran Liu
×9
Yifu Huo
×8
Yongyu Mu
×7
Chunliang Zhang
×7
Hang Zhou
×5
Murun Yang
×5
Zhengtao Yu
×5
Qiaozhi He
×5
Yang Gan
×4

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. On the Emotion Understanding of Synthesized Speech
    ACL 2026 ·
    Yuan Ge
    ,
    Haishu Zhao
    ,
    Aokai Hao
    ,
    Junxiang Zhang
    ,
    Bei Li
    ,
    Xiaoqian Liu
    , Chenglong Wang,
    Jianjin Wang
    ,
    Bingsen Zhou
    ,
    Bingyu Liu
    ,
    JingBo Zhu
    ,
    Zhengtao Yu
    ,
    Tong Xiao
  3. 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
  4. RouteLMT: Learned Sample Routing for Hybrid LLM Translation Deployment
    ACL 2026 ·
    Yingfeng Luo
    ,
    Hongyu Liu
    ,
    Dingyang Lin
    ,
    Kaiyan Chang
    , Chenglong Wang,
    Bei Li
    ,
    Quan Du
    ,
    Tong Xiao
    ,
    JingBo Zhu
  5. 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
  6. 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
  7. SageLM: A Multi-aspect and Explainable Large Language Model for Speech Judgement
    AAAI 2026 ·
    Yuan Ge
    ,
    Junxiang Zhang
    ,
    Xiaoqian Liu
    ,
    Bei Li
    ,
    Xiangnan Ma
    , Chenglong Wang,
    Kaiyang Ye
    ,
    Yangfan Du
    ,
    Linfeng Zhang
    ,
    Yuxin Huang
    ,
    Tong Xiao
    ,
    Zhengtao Yu
    ,
    Jingbo Zhu
  8. 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
  9. 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
  10. MRO: Enhancing Reasoning in Diffusion Language Models via Multi-Reward Optimization
    NeurIPS 2025 · Chenglong Wang,
    Yang Gan
    ,
    Hang Zhou
    ,
    Chi Hu
    ,
    Yongyu Mu
    ,
    Kai Song
    ,
    Murun Yang
    ,
    Bei Li
    ,
    Chunliang Zhang
    ,
    Tongran Liu
    ,
    JingBo Zhu
    ,
    Zhengtao Yu
    ,
    Tong Xiao
  11. 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
  12. Step-level Verifier-guided Hybrid Test-Time Scaling for Large Language Models
    EMNLP 2025 ·
    Kaiyan Chang
    ,
    Yonghao Shi
    , Chenglong Wang,
    Hang Zhou
    ,
    Chi Hu
    ,
    Xiaoqian Liu
    ,
    Yingfeng Luo
    ,
    Yuan Ge
    ,
    Tong Xiao
    ,
    JingBo Zhu
  13. 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
  14. Hybrid Alignment Training for Large Language Models
    ACL 2024 · Chenglong Wang,
    Hang Zhou
    ,
    Kaiyan Chang
    ,
    Bei Li
    ,
    Yongyu Mu
    ,
    Tong Xiao
    ,
    Tongran Liu
    ,
    JingBo Zhu
  15. Revealing the Parallel Multilingual Learning within Large Language Models
    EMNLP 2024 ·
    Yongyu Mu
    ,
    Peinan Feng
    ,
    Zhiquan Cao
    ,
    Yuzhang Wu
    ,
    Bei Li
    , Chenglong Wang,
    Tong Xiao
    ,
    Kai Song
    ,
    Tongran Liu
    ,
    Chunliang Zhang
    ,
    JingBo Zhu