Measuring Epistemic Resilience of LLMs Under Misleading Medical Context Paper • 2606.12291 • Published Jun 10 • 60
MindZero: Learning Online Mental Reasoning With Zero Annotations Paper • 2606.00240 • Published May 29 • 4
SoundnessBench: Can Your AI Scientist Really Tell Good Research Ideas from Bad Ones? Paper • 2605.30329 • Published May 28 • 8
GrepSeek: Training Search Agents for Direct Corpus Interaction Paper • 2605.29307 • Published May 28 • 117
SkillsVote: Lifecycle Governance of Agent Skills from Collection, Recommendation to Evolution Paper • 2605.18401 • Published May 18 • 130
FlashEvolve: Accelerating Agent Self-Evolution with Asynchronous Stage Orchestration Paper • 2605.08520 • Published May 8 • 6
Externalization in LLM Agents: A Unified Review of Memory, Skills, Protocols and Harness Engineering Paper • 2604.08224 • Published Apr 9 • 53
GrandCode: Achieving Grandmaster Level in Competitive Programming via Agentic Reinforcement Learning Paper • 2604.02721 • Published Apr 3 • 639
When Numbers Speak: Aligning Textual Numerals and Visual Instances in Text-to-Video Diffusion Models Paper • 2604.08546 • Published Apr 9 • 116
GBQA: A Game Benchmark for Evaluating LLMs as Quality Assurance Engineers Paper • 2604.02648 • Published Apr 3 • 48
Understand and Accelerate Memory Processing Pipeline for Disaggregated LLM Inference Paper • 2603.29002 • Published Mar 30 • 6
CARLA-Air: Fly Drones Inside a CARLA World -- A Unified Infrastructure for Air-Ground Embodied Intelligence Paper • 2603.28032 • Published Mar 30 • 344
On Token's Dilemma: Dynamic MoE with Drift-Aware Token Assignment for Continual Learning of Large Vision Language Models Paper • 2603.27481 • Published Mar 29 • 35
Bootstrapping Exploration with Group-Level Natural Language Feedback in Reinforcement Learning Paper • 2603.04597 • Published Mar 4 • 211
Does Your Reasoning Model Implicitly Know When to Stop Thinking? Paper • 2602.08354 • Published Feb 9 • 266