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Zhenwen Liang

CLUE: Non-parametric Verification from Experience via Hidden-State Clustering

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Oct 02, 2025
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VOGUE: Guiding Exploration with Visual Uncertainty Improves Multimodal Reasoning

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Oct 01, 2025
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Evolving Language Models without Labels: Majority Drives Selection, Novelty Promotes Variation

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Sep 18, 2025
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EconProver: Towards More Economical Test-Time Scaling for Automated Theorem Proving

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Sep 16, 2025
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CDE: Curiosity-Driven Exploration for Efficient Reinforcement Learning in Large Language Models

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Sep 11, 2025
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Self-Rewarding Vision-Language Model via Reasoning Decomposition

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Aug 27, 2025
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Dissecting Logical Reasoning in LLMs: A Fine-Grained Evaluation and Supervision Study

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Jun 05, 2025
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MPS-Prover: Advancing Stepwise Theorem Proving by Multi-Perspective Search and Data Curation

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May 16, 2025
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DeepMath-103K: A Large-Scale, Challenging, Decontaminated, and Verifiable Mathematical Dataset for Advancing Reasoning

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Apr 15, 2025
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MMVU: Measuring Expert-Level Multi-Discipline Video Understanding

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Jan 21, 2025
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