2 papers
cs.AI2026
MemGuard: Persisting Verifier Signals for LLM-Agent Memory Governance
Haoyu Wang, Guangyuan Dong, He Liang +5
LLM agents are moving from single-prompt use to long task streams in which reusable memory becomes a core capability for terminal, software-engineering, and web tasks. Such memory…
cs.AI2025
RADAR: Accelerate Large Language Model Inference With RL-Based Dynamic Draft Trees
Junjie Ma, Jinlong Li, Jiajun Luo
Inference with modern Large Language Models (LLMs) is expensive and slow, and speculative sampling has emerged as an effective solution to this problem. However, the number of call…