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Tianyi Zhou

Skip a Layer or Loop it? Test-Time Depth Adaptation of Pretrained LLMs

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Jul 10, 2025
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FaSTA$^*$: Fast-Slow Toolpath Agent with Subroutine Mining for Efficient Multi-turn Image Editing

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Jun 26, 2025
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Where to find Grokking in LLM Pretraining? Monitor Memorization-to-Generalization without Test

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Jun 26, 2025
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Optimizing Length Compression in Large Reasoning Models

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Jun 17, 2025
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Task Adaptation from Skills: Information Geometry, Disentanglement, and New Objectives for Unsupervised Reinforcement Learning

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Jun 12, 2025
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Pisces: An Auto-regressive Foundation Model for Image Understanding and Generation

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Jun 12, 2025
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Wait, We Don't Need to "Wait"! Removing Thinking Tokens Improves Reasoning Efficiency

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Jun 10, 2025
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What makes Reasoning Models Different? Follow the Reasoning Leader for Efficient Decoding

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Jun 08, 2025
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Multiple LLM Agents Debate for Equitable Cultural Alignment

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May 30, 2025
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Don't Think Longer, Think Wisely: Optimizing Thinking Dynamics for Large Reasoning Models

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May 27, 2025
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