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Teng Xiao

21 papers at tracked venues · 16 at CORE A* · active 2024–2026

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Venues

AAAI ×3ACL ×3ICLR ×3NeurIPS ×3EMNLP ×2ICML ×2CIKM ×1EACL ×1NAACL ×1SIGIR ×1WWW ×1

Frequent coauthors

Yige Yuan
×8
Vasant G. Honavar
×8
Zhengyu Chen
×7
Huaisheng Zhu
×6
Bingbing Xu
×4
Mingxiao Li
×4
Jingang Wang
×3
Jinluan Yang
×3
Zhimeng Guo
×3
Zuchao Li
×2
Yudong Wang
×2
Shuchang Tao
×2

Papers

  1. From AR to Diffusion: Efficiently Adapting Large Language Models with Strictly Causal and Elastic Horizons
    ACL 2026 ·
    Xiangyu Ma
    , Teng Xiao,
    Zuchao Li
    ,
    Lefei Zhang
  2. From Mathematical Reasoning to Code: Generalization of Process Reward Models in Test-Time Scaling
    AAAI 2026 ·
    Zhengyu Chen
    ,
    Yudong Wang
    , Teng Xiao,
    Ruochen Zhou
    ,
    Xuesheng Yang
    ,
    Wei Wang
    ,
    Zhifang Sui
    ,
    Jingang Wang
  3. Incentivizing Strong Reasoning from Weak Supervision
    EACL 2026 ·
    Yige Yuan
    , Teng Xiao,
    Shuchang Tao
    ,
    Xue Wang
    ,
    Jinyang Gao
    ,
    Bolin Ding
    ,
    Bingbing Xu
  4. Scaling and Transferability of Annealing Strategies in Large Language Model Training
    AAAI 2026 ·
    Siqi Wang
    ,
    Zhengyu Chen
    , Teng Xiao,
    Zheqi Lv
    ,
    Jinluan Yang
    ,
    Xunliang Cai
    ,
    Jingang Wang
    ,
    Xiaomeng Li
  5. DSPO: Direct Score Preference Optimization for Diffusion Model Alignment
    ICLR 2025 ·
    Huaisheng Zhu
    , Teng Xiao,
    Vasant G. Honavar
  6. Dialogue-RAG: Enhancing Retrieval for LLMs via Node-Linking Utterance Rewriting
    ACL 2025 ·
    Qiwei Li
    , Teng Xiao,
    Zuchao Li
    ,
    Ping Wang
    ,
    Mengjia Shen
    ,
    Hai Zhao
  7. Fact-Level Calibration and Correction for Long-Form Generations
    SIGIR 2025 ·
    Yige Yuan
    ,
    Bingbing Xu
    ,
    Hexiang Tan
    ,
    Fei Sun
    , Teng Xiao,
    Wei Li
    ,
    Huawei Shen
    ,
    Xueqi Cheng
  8. Inference-time Alignment in Continuous Space
    NeurIPS 2025 ·
    Yige Yuan
    , Teng Xiao,
    Yunfan Li
    ,
    Bingbing Xu
    ,
    Shuchang Tao
    ,
    Yunqi Qiu
    ,
    Huawei Shen
    ,
    Xueqi Cheng
  9. InfoPO: On Mutual Information Maximization for Large Language Model Alignment
    NAACL 2025 · Teng Xiao,
    Zhen Ge
    ,
    Sujay Sanghavi
    ,
    Tian Wang
    ,
    Julian Katz-Samuels
    ,
    Marc Versage
    ,
    Qingjun Cui
    ,
    Trishul Chilimbi
  10. Leveraging Invariant Principle for Heterophilic Graph Structure Distribution Shifts
    WWW 2025 ·
    Jinluan Yang
    ,
    Zhengyu Chen
    , Teng Xiao,
    Yong Lin
    ,
    Wenqiao Zhang
    ,
    Kun Kuang
  11. On a Connection Between Imitation Learning and RLHF
    ICLR 2025 · Teng Xiao,
    Yige Yuan
    ,
    Mingxiao Li
    ,
    Zhengyu Chen
    ,
    Vasant G. Honavar
  12. Reinforcement Learning for Large Language Models via Group Preference Reward Shaping
    EMNLP 2025 ·
    Huaisheng Zhu
    ,
    Siyuan Xu
    ,
    Hangfan Zhang
    , Teng Xiao,
    Zhimeng Guo
    ,
    Shijie Zhou
    ,
    Shuyue Hu
    ,
    Vasant G. Honavar
  13. Revisiting Scaling Laws for Language Models: The Role of Data Quality and Training Strategies
    ACL 2025 ·
    Zhengyu Chen
    ,
    Siqi Wang
    , Teng Xiao,
    Yudong Wang
    ,
    Shiqi Chen
    ,
    Xunliang Cai
    ,
    Junxian He
    ,
    Jingang Wang
  14. SimPER: A Minimalist Approach to Preference Alignment without Hyperparameters
    ICLR 2025 · Teng Xiao,
    Yige Yuan
    ,
    Zhengyu Chen
    ,
    Mingxiao Li
    ,
    Shangsong Liang
    ,
    Zhaochun Ren
    ,
    Vasant G. Honavar
  15. Simple Distillation for One-Step Diffusion Models
    NeurIPS 2025 ·
    Huaisheng Zhu
    , Teng Xiao,
    Shijie Zhou
    ,
    Zhimeng Guo
    ,
    Hangfan Zhang
    ,
    Siyuan Xu
    ,
    Vasant G. Honavar
  16. The 1st Workshop on LLM Agents for Social Simulation
    CIKM 2025 ·
    Yige Yuan
    ,
    Junkai Zhou
    ,
    Bingbing Xu
    ,
    Liang Pang
    ,
    Du Su
    ,
    An Zhang
    , Teng Xiao,
    Fengli Xu
    ,
    Zhaochun Ren
    ,
    Xu Chen
  17. Cal-DPO: Calibrated Direct Preference Optimization for Language Model Alignment
    NeurIPS 2024 · Teng Xiao,
    Yige Yuan
    ,
    Huaisheng Zhu
    ,
    Mingxiao Li
    ,
    Vasant G. Honavar
  18. Efficient Contrastive Learning for Fast and Accurate Inference on Graphs
    ICML 2024 · Teng Xiao,
    Huaisheng Zhu
    ,
    Zhiwei Zhang
    ,
    Zhimeng Guo
    ,
    Charu C. Aggarwal
    ,
    Suhang Wang
    ,
    Vasant G. Honavar
  19. How to Leverage Demonstration Data in Alignment for Large Language Model? A Self-Imitation Learning Perspective
    EMNLP 2024 · Teng Xiao,
    Mingxiao Li
    ,
    Yige Yuan
    ,
    Huaisheng Zhu
    ,
    Chao Cui
    ,
    Vasant G. Honavar
  20. In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation
    ICML 2024 ·
    Shiqi Chen
    ,
    Miao Xiong
    ,
    Junteng Liu
    ,
    Zhengxuan Wu
    , Teng Xiao,
    Siyang Gao
    ,
    Junxian He
  21. Learning to Reweight for Generalizable Graph Neural Network
    AAAI 2024 ·
    Zhengyu Chen
    , Teng Xiao,
    Kun Kuang
    ,
    Zheqi Lv
    ,
    Min Zhang
    ,
    Jinluan Yang
    ,
    Chengqiang Lu
    ,
    Hongxia Yang
    ,
    Fei Wu