Evolution Fine-Tuning: Learning to Discover Across 371 Optimization Tasks Paper • 2606.29082 • Published 13 days ago • 41
HINT-SD: Targeted Hindsight Self-Distillation for Long-Horizon Agents Paper • 2605.17873 • Published May 18 • 12
Zone of Proximal Policy Optimization: Teacher in Prompts, Not Gradients Paper • 2606.18216 • Published 24 days ago • 63
Who Should Lead Decoding Now? Tracking Reliable Trajectories for Ensembling Masked Diffusion Language Models Paper • 2606.16281 • Published 25 days ago • 34
TIDE: Proactive Multi-Problem Discovery via Template-Guided Iteration Paper • 2606.04743 • Published Jun 3 • 47
OmniRetrieval: Unified Retrieval across Heterogeneous Knowledge Sources Paper • 2605.29250 • Published May 28 • 80
HINT-SD: Targeted Hindsight Self-Distillation for Long-Horizon Agents Paper • 2605.17873 • Published May 18 • 12
Learn from Weaknesses: Automated Domain Specialization for Small Computer-Use Agents Paper • 2605.28775 • Published May 27 • 38
Agent Explorative Policy Optimization for Multimodal Agentic Reasoning Paper • 2605.28774 • Published May 27 • 93
It Takes Two: Complementary Self-Distillation for Contextual Integrity in LLMs Paper • 2605.20258 • Published May 18 • 30
It Takes Two: Complementary Self-Distillation for Contextual Integrity in LLMs Paper • 2605.20258 • Published May 18 • 30
Nudging Beyond the Comfort Zone: Efficient Strategy-Guided Exploration for RLVR Paper • 2605.15726 • Published May 15 • 35
VibeProteinBench: An Evaluation Benchmark for Language-interfaced Vibe Protein Design Paper • 2605.10978 • Published May 13 • 19
CollabVR: Collaborative Video Reasoning with Vision-Language and Video Generation Models Paper • 2605.08735 • Published May 9 • 71
Soohak: A Mathematician-Curated Benchmark for Evaluating Research-level Math Capabilities of LLMs Paper • 2605.09063 • Published May 9 • 82
Memory Transfer Learning: How Memories are Transferred Across Domains in Coding Agents Paper • 2604.14004 • Published Apr 15 • 30