R1-Fuzz: Specializing Language Models for Textual Fuzzing via Reinforcement Learning Paper • 2509.20384 • Published Sep 21, 2025 • 2
AgentFrontier: Expanding the Capability Frontier of LLM Agents with ZPD-Guided Data Synthesis Paper • 2510.24695 • Published Oct 28, 2025 • 23
AgentFold: Long-Horizon Web Agents with Proactive Context Management Paper • 2510.24699 • Published Oct 28, 2025 • 69
WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent Paper • 2508.05748 • Published Aug 7, 2025 • 141
Matrix-3D: Omnidirectional Explorable 3D World Generation Paper • 2508.08086 • Published Aug 11, 2025 • 75
WebWeaver: Structuring Web-Scale Evidence with Dynamic Outlines for Open-Ended Deep Research Paper • 2509.13312 • Published Sep 16, 2025 • 105
Towards General Agentic Intelligence via Environment Scaling Paper • 2509.13311 • Published Sep 16, 2025 • 71
ReSum: Unlocking Long-Horizon Search Intelligence via Context Summarization Paper • 2509.13313 • Published Sep 16, 2025 • 80