Teng Xiao

Venues

Frequent coauthors

Papers

1. From AR to Diffusion: Efficiently Adapting Large Language Models with Strictly Causal and Elastic Horizons
   ACL 2026 ·

   Xiangyu Ma

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2. From Mathematical Reasoning to Code: Generalization of Process Reward Models in Test-Time Scaling
   AAAI 2026 ·

   Zhengyu Chen

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3. Incentivizing Strong Reasoning from Weak Supervision
   EACL 2026 ·

   Yige Yuan

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4. Scaling and Transferability of Annealing Strategies in Large Language Model Training
   AAAI 2026 ·

   Siqi Wang

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5. DSPO: Direct Score Preference Optimization for Diffusion Model Alignment
   ICLR 2025 ·

   Huaisheng Zhu

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6. Dialogue-RAG: Enhancing Retrieval for LLMs via Node-Linking Utterance Rewriting
   ACL 2025 ·

   Qiwei Li

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7. Fact-Level Calibration and Correction for Long-Form Generations
   SIGIR 2025 ·

   Yige Yuan

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8. Inference-time Alignment in Continuous Space
   NeurIPS 2025 ·

   Yige Yuan

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9. InfoPO: On Mutual Information Maximization for Large Language Model Alignment
   NAACL 2025 · Teng Xiao
10. Leveraging Invariant Principle for Heterophilic Graph Structure Distribution Shifts
    WWW 2025 ·

    Jinluan Yang

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11. On a Connection Between Imitation Learning and RLHF
    ICLR 2025 · Teng Xiao
12. Reinforcement Learning for Large Language Models via Group Preference Reward Shaping
    EMNLP 2025 ·

    Huaisheng Zhu

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13. Revisiting Scaling Laws for Language Models: The Role of Data Quality and Training Strategies
    ACL 2025 ·

    Zhengyu Chen

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14. SimPER: A Minimalist Approach to Preference Alignment without Hyperparameters
    ICLR 2025 · Teng Xiao
15. Simple Distillation for One-Step Diffusion Models
    NeurIPS 2025 ·

    Huaisheng Zhu

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16. The 1st Workshop on LLM Agents for Social Simulation
    CIKM 2025 ·

    Yige Yuan

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17. Cal-DPO: Calibrated Direct Preference Optimization for Language Model Alignment
    NeurIPS 2024 · Teng Xiao
18. Efficient Contrastive Learning for Fast and Accurate Inference on Graphs
    ICML 2024 · Teng Xiao
19. How to Leverage Demonstration Data in Alignment for Large Language Model? A Self-Imitation Learning Perspective
    EMNLP 2024 · Teng Xiao
20. In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation
    ICML 2024 ·

    Shiqi Chen

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21. Learning to Reweight for Generalizable Graph Neural Network
    AAAI 2024 ·

    Zhengyu Chen

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