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Junnan Li

The Emergence of Abstract Thought in Large Language Models Beyond Any Language

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Jun 11, 2025
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Fractured Chain-of-Thought Reasoning

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May 19, 2025
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Beyond 'Aha!': Toward Systematic Meta-Abilities Alignment in Large Reasoning Models

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May 15, 2025
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Scalable Chain of Thoughts via Elastic Reasoning

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May 08, 2025
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A Minimalist Approach to LLM Reasoning: from Rejection Sampling to Reinforce

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Apr 15, 2025
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Empowering Time Series Analysis with Synthetic Data: A Survey and Outlook in the Era of Foundation Models

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Mar 14, 2025
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Generative Frame Sampler for Long Video Understanding

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Mar 12, 2025
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ProBench: Judging Multimodal Foundation Models on Open-ended Multi-domain Expert Tasks

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Mar 10, 2025
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Reward Models Identify Consistency, Not Causality

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Feb 20, 2025
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Reward-Guided Speculative Decoding for Efficient LLM Reasoning

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Jan 31, 2025
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