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Michael Shieh

16 papers at tracked venues · 13 at CORE A* · active 2024–2026

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Venues

ACL ×4ICLR ×3NeurIPS ×3EMNLP ×2ICML ×2AAAI ×1NAACL ×1

Frequent coauthors

Esther Gan
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Xiangyan Liu
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Guanzheng Chen
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Yiran Zhao
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Zijian Wu
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Jinjie Ni
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Leon Lin
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Yuxin Chen
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Keyu Duan
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Hongfu Liu
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Kaixin Li
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Do Xuan Long
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Papers

  1. ComicVQA: A Benchmark for Visual Reasoning in Multimodal LLMs
    ACL 2026 ·
    Esther Gan
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  2. SynthRL: Scaling Visual Reasoning with Verifiable Data Synthesis
    ACL 2026 ·
    Zijian Wu
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  3. CodexGraph: Bridging Large Language Models and Code Repositories via Code Graph Databases
    NAACL 2025 ·
    Xiangyan Liu
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  4. LongPO: Long Context Self-Evolution of Large Language Models through Short-to-Long Preference Optimization
    ICLR 2025 ·
    Guanzheng Chen
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  5. MixEval-X: Any-to-any Evaluations from Real-world Data Mixture
    ICLR 2025 ·
    Jinjie Ni
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  6. NoisyRollout: Reinforcing Visual Reasoning with Data Augmentation
    NeurIPS 2025 ·
    Xiangyan Liu
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  7. RAPID: Long-Context Inference with Retrieval-Augmented Speculative Decoding
    ICML 2025 ·
    Guanzheng Chen
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  8. Single Character Perturbations Break LLM Alignment
    AAAI 2025 ·
    Leon Lin
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  9. The Emergence of Abstract Thought in Large Language Models Beyond Any Language
    NeurIPS 2025 ·
    Yuxin Chen
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  10. Understanding and Enhancing Safety Mechanisms of LLMs via Safety-Specific Neuron
    ICLR 2025 ·
    Yiran Zhao
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  11. Unnatural Languages Are Not Bugs but Features for LLMs
    ICML 2025 ·
    Keyu Duan
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  12. Accelerating Greedy Coordinate Gradient and General Prompt Optimization via Probe Sampling
    NeurIPS 2024 ·
    Yiran Zhao
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  13. Advancing Adversarial Suffix Transfer Learning on Aligned Large Language Models
    EMNLP 2024 ·
    Hongfu Liu
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  14. InstructCoder: Instruction Tuning Large Language Models for Code Editing
    ACL 2024 ·
    Kaixin Li
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  15. Prompt Optimization via Adversarial In-Context Learning
    ACL 2024 ·
    Do Xuan Long
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  16. Reasoning Robustness of LLMs to Adversarial Typographical Errors
    EMNLP 2024 ·
    Esther Gan
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