LAPO: Internalizing Reasoning Efficiency via Length-Adaptive Policy Optimization
Paper
• 2507.15758 • Published
• 35
papers
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Hierarchical Budget Policy Optimization for Adaptive Reasoning
Paper • 2507.15844 • Published • 17 -
DriftMoE: A Mixture of Experts Approach to Handle Concept Drifts
Paper • 2507.18464 • Published • 12 -
Finding Dori: Memorization in Text-to-Image Diffusion Models Is Less Local Than Assumed
Paper • 2507.16880 • Published • 7 -
Beyond Context Limits: Subconscious Threads for Long-Horizon Reasoning
Paper • 2507.16784 • Published • 122 -
RefCritic: Training Long Chain-of-Thought Critic Models with Refinement Feedback
Paper • 2507.15024 • Published • 14 -
Re:Form -- Reducing Human Priors in Scalable Formal Software Verification with RL in LLMs: A Preliminary Study on Dafny
Paper • 2507.16331 • Published • 22 -
When Tokens Talk Too Much: A Survey of Multimodal Long-Context Token Compression across Images, Videos, and Audios
Paper • 2507.20198 • Published • 28