Lichang Chen

Venues

Frequent coauthors

Papers

1. MMAU-Pro: A Challenging and Comprehensive Benchmark for Holistic Evaluation of Audio General Intelligence
   AAAI 2026 ·

   Sonal Kumar

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2. Creativity or Brute Force? Using Brainteasers as a Window into the Problem-Solving Abilities of Large Language Models
   NeurIPS 2025 ·

   Sophia Simeng Han

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3. From Lists to Emojis: How Format Bias Affects Model Alignment
   ACL 2025 ·

   Xuanchang Zhang

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4. OmnixR: Evaluating Omni-modality Language Models on Reasoning across Modalities
   ICLR 2025 · Lichang Chen
5. RRM: Robust Reward Model Training Mitigates Reward Hacking
   ICLR 2025 ·

   Tianqi Liu

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6. Unveiling the Impact of Coding Data Instruction Fine-Tuning on Large Language Models Reasoning
   AAAI 2025 ·

   Xinlu Zhang

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7. AlpaGasus: Training a Better Alpaca with Fewer Data
   ICLR 2024 · Lichang Chen
8. Backdooring Instruction-Tuned Large Language Models with Virtual Prompt Injection
   NAACL 2024 ·

   Jun Yan

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9. Can LLMs Speak For Diverse People? Tuning LLMs via Debate to Generate Controllable Controversial Statements
   ACL 2024 ·

   Ming Li

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10. From Quantity to Quality: Boosting LLM Performance with Self-Guided Data Selection for Instruction Tuning
    NAACL 2024 ·

    Ming Li

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11. Hallusionbench: An Advanced Diagnostic Suite for Entangled Language Hallucination and Visual Illusion in Large Vision-Language Models
    CVPR 2024 ·

    Tianrui Guan

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12. InstructZero: Efficient Instruction Optimization for Black-Box Large Language Models
    ICML 2024 · Lichang Chen
13. ODIN: Disentangled Reward Mitigates Hacking in RLHF
    ICML 2024 · Lichang Chen
14. Prompting Language-Informed Distribution for Compositional Zero-Shot Learning
    ECCV 2024 ·

    Wentao Bao

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15. Selective Reflection-Tuning: Student-Selected Data Recycling for LLM Instruction-Tuning
    ACL 2024 ·

    Ming Li

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16. Spectrum AUC Difference (SAUCD): Human-Aligned 3D Shape Evaluation
    CVPR 2024 ·

    Tianyu Luan

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17. Unbiased Watermark for Large Language Models
    ICLR 2024 ·

    Zhengmian Hu

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18. Your Vision-Language Model Itself Is a Strong Filter: Towards High-Quality Instruction Tuning with Data Selection
    ACL 2024 ·

    Ruibo Chen

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