AgentFold: Long-Horizon Web Agents with Proactive Context Management Paper • 2510.24699 • Published Oct 28, 2025 • 69 • 4
ACON: Optimizing Context Compression for Long-horizon LLM Agents Paper • 2510.00615 • Published Oct 1, 2025 • 32 • 2
Distilling LLM Agent into Small Models with Retrieval and Code Tools Paper • 2505.17612 • Published May 23, 2025 • 81 • 5
T1: Tool-integrated Self-verification for Test-time Compute Scaling in Small Language Models Paper • 2504.04718 • Published Apr 7, 2025 • 42 • 3