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upvoted 4 papers 2 months ago

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

Tongyi DeepResearch Technical Report

Paper • 2510.24701 • Published Oct 28, 2025 • 100

upvoted 6 papers 4 months ago

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

Scaling Agents via Continual Pre-training

Paper • 2509.13310 • Published Sep 16, 2025 • 117