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Fusheng Liu's picture
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Fusheng Liu

mathlfs

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upvoted 2 papers 4 months ago

Rewarding the Rare: Uniqueness-Aware RL for Creative Problem Solving in LLMs

Paper • 2601.08763 • Published Jan 13 • 149

Collaborative Multi-Agent Test-Time Reinforcement Learning for Reasoning

Paper • 2601.09667 • Published Jan 14 • 92
upvoted a paper about 1 year ago

Beyond 'Aha!': Toward Systematic Meta-Abilities Alignment in Large Reasoning Models

Paper • 2505.10554 • Published May 15, 2025 • 119
upvoted 2 papers over 1 year ago

Differential Transformer

Paper • 2410.05258 • Published Oct 7, 2024 • 182

LongRecipe: Recipe for Efficient Long Context Generalization in Large Languge Models

Paper • 2409.00509 • Published Aug 31, 2024 • 42
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