Inherit-MAS: Test-Time Evolution of Multi-Agent Systems through Workflow and Execution Inheritance Paper • 2610.02396 • Published 9 days ago • 10
DarkForest: Less Talk, Higher Accuracy for Multi-Agent LLMs Paper • 2605.25188 • Published May 24 • 15
HAGE: Harnessing Agentic Memory via RL-Driven Weighted Graph Evolution Paper • 2605.09942 • Published May 11 • 15
LEAD: Length-Efficient Adaptive and Dynamic Reasoning for Large Language Models Paper • 2605.09806 • Published May 10 • 6