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Sirui Wang

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

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Venues

ACL ×5EMNLP ×3AAAI ×2

Frequent coauthors

Xunliang Cai
×6
Feiyu Duan
×4
Xuemiao Zhang
×4
Changyuan Tian
×3
Zhicong Lu
×3
Li Jin
×3
Liangyu Xu
×3
Rongxiang Weng
×3
Jingang Wang
×3
Peiguang Li
×2
Yongwei Zhou
×2
PeiguangLi PeiguangLi
×2

Papers

  1. Rectify Evaluation Preference: Improving LLMs' Critique on Math Reasoning via Perplexity-aware Reinforcement Learning
    AAAI 2026 ·
    Changyuan Tian
    ,
    Zhicong Lu
    ,
    Shuang Qian
    ,
    Nayu Liu
    ,
    Peiguang Li
    ,
    Li Jin
    ,
    Leiyi Hu
    ,
    Zhizhao Zeng
    , Sirui Wang,
    Ke Zeng
    ,
    Guozhi Cas
  2. Enhancing LLMs via High-Knowledge Data Selection
    AAAI 2025 ·
    Feiyu Duan
    ,
    Xuemiao Zhang
    , Sirui Wang,
    Haoran Que
    ,
    Yuqi Liu
    ,
    Wenge Rong
    ,
    Xunliang Cai
  3. FIRE: Flexible Integration of Data Quality Ratings for Effective Pretraining
    EMNLP 2025 ·
    Liangyu Xu
    ,
    Xuemiao Zhang
    ,
    Feiyu Duan
    , Sirui Wang,
    Rongxiang Weng
    ,
    Jingang Wang
    ,
    Xunliang Cai
  4. FRAME: Boosting LLMs with A Four-Quadrant Multi-Stage Pretraining Strategy
    ACL 2025 ·
    Xuemiao Zhang
    ,
    Feiyu Duan
    ,
    Liangyu Xu
    ,
    Yongwei Zhou
    , Sirui Wang,
    Rongxiang Weng
    ,
    Jingang Wang
    ,
    Xunliang Cai
  5. Growing Through Experience: Scaling Episodic Grounding in Language Models
    ACL 2025 ·
    Chunhui Zhang
    , Sirui Wang,
    Zhongyu Ouyang
    ,
    Xiangchi Yuan
    ,
    Soroush Vosoughi
  6. Latent Distribution Decouple for Uncertain-Aware Multimodal Multi-label Emotion Recognition
    ACL 2025 ·
    Jingwang Huang
    ,
    Jiang Zhong
    ,
    Qin Lei
    ,
    Gaojinpeng Gaojinpeng
    ,
    Ymyang
    , Sirui Wang,
    PeiguangLi PeiguangLi
    ,
    Kaiwen Wei
  7. PIPER: Benchmarking and Prompting Event Reasoning Boundary of LLMs via Debiasing-Distillation Enhanced Tuning
    ACL 2025 ·
    Zhicong Lu
    ,
    Changyuan Tian
    ,
    PeiguangLi PeiguangLi
    ,
    Li Jin
    , Sirui Wang,
    Wei Jia
    ,
    Ying Shen
    ,
    Guangluan Xu
  8. Preference Curriculum: LLMs Should Always Be Pretrained on Their Preferred Data
    ACL 2025 ·
    Xuemiao Zhang
    ,
    Liangyu Xu
    ,
    Feiyu Duan
    ,
    Yongwei Zhou
    , Sirui Wang,
    Rongxiang Weng
    ,
    Jingang Wang
    ,
    Xunliang Cai
  9. Not All Contexts Are Equal: Teaching LLMs Credibility-aware Generation
    EMNLP 2024 ·
    Ruotong Pan
    ,
    Boxi Cao
    ,
    Hongyu Lin
    ,
    Xianpei Han
    ,
    Jia Zheng
    , Sirui Wang,
    Xunliang Cai
    ,
    Le Sun
  10. Rethinking the Reversal Curse of LLMs: a Prescription from Human Knowledge Reversal
    EMNLP 2024 ·
    Zhicong Lu
    ,
    Li Jin
    ,
    Peiguang Li
    ,
    Yu Tian
    ,
    Linhao Zhang
    , Sirui Wang,
    Guangluan Xu
    ,
    Changyuan Tian
    ,
    Xunliang Cai