DeFT-RAG: Decomposing Multi-Hop Questions into Self-Contained Sub-Questions with Reusable Answers Paper • 2610.37826 • Published 9 days ago • 15
Jev-Mem: System-One-Controlled Agentic Memory for Efficient AI Agents Paper • 2609.23986 • Published Sep 21 • 25
Inherit-MAS: Test-Time Evolution of Multi-Agent Systems through Workflow and Execution Inheritance Paper • 2610.02396 • Published Oct 1 • 11
Inherit-MAS: Test-Time Evolution of Multi-Agent Systems through Workflow and Execution Inheritance Paper • 2610.02396 • Published Oct 1 • 11
DarkForest: Less Talk, Higher Accuracy for Multi-Agent LLMs Paper • 2605.25188 • Published May 24 • 15
LEAD: Length-Efficient Adaptive and Dynamic Reasoning for Large Language Models Paper • 2605.09806 • Published May 10 • 6
LEAD: Length-Efficient Adaptive and Dynamic Reasoning for Large Language Models Paper • 2605.09806 • Published May 10 • 6
CoSA: Compressed Sensing-Based Adaptation of Large Language Models Paper • 2602.05148 • Published Feb 11 • 1
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
CoSA: Compressed Sensing-Based Adaptation of Large Language Models Paper • 2602.05148 • Published Feb 11 • 1
Anatomy of Agentic Memory: Taxonomy and Empirical Analysis of Evaluation and System Limitations Paper • 2602.19320 • Published Feb 22 • 9