Toward Ultra-Long-Horizon Agentic Science: Cognitive Accumulation for Machine Learning Engineering Paper • 2601.10402 • Published 1 day ago • 25
AgentFrontier: Expanding the Capability Frontier of LLM Agents with ZPD-Guided Data Synthesis Paper • 2510.24695 • Published Oct 28, 2025 • 23
ParallelMuse: Agentic Parallel Thinking for Deep Information Seeking Paper • 2510.24698 • Published Oct 28, 2025 • 20
WebLeaper: Empowering Efficiency and Efficacy in WebAgent via Enabling Info-Rich Seeking Paper • 2510.24697 • Published Oct 28, 2025 • 20
Repurposing Synthetic Data for Fine-grained Search Agent Supervision Paper • 2510.24694 • Published Oct 28, 2025 • 24
AgentFold: Long-Horizon Web Agents with Proactive Context Management Paper • 2510.24699 • Published Oct 28, 2025 • 70
Agent KB: Leveraging Cross-Domain Experience for Agentic Problem Solving Paper • 2507.06229 • Published Jul 8, 2025 • 75
KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models Paper • 2505.16707 • Published May 22, 2025 • 45