Towards Verifiable Multimodal Deep Research: A Multi-Agent Harness for Interleaved Report Generation Paper • 2605.29861 • Published May 28 • 11
WEFT: Scaling Tool-Use Post-Training for General-Purpose Agents Paper • 2609.36887 • Published 25 days ago • 33
WorkRover: Scaling Long-Horizon Cowork Agent Training Via Recursive Environment Evolution Paper • 2610.18067 • Published 11 days ago • 81
Agent-Reflex: Teaching Language Agents to Act Reflectively Paper • 2610.17953 • Published 11 days ago • 216
Agent-Reflex: Teaching Language Agents to Act Reflectively Paper • 2610.17953 • Published 11 days ago • 216
Hepato-LLaVA: An Expert MLLM with Sparse Topo-Pack Attention for Hepatocellular Pathology Analysis on Whole Slide Images Paper • 2602.19424 • Published Feb 23 • 6
DetailVerifyBench: A Benchmark for Dense Hallucination Localization in Long Image Captions Paper • 2604.05623 • Published Apr 7 • 1
Toward Generalist Autonomous Research via Hypothesis-Tree Refinement Paper • 2606.11926 • Published Jun 10 • 128
Agent-World: Scaling Real-World Environment Synthesis for Evolving General Agent Intelligence Paper • 2604.18292 • Published Apr 20 • 91
Agent-World: Scaling Real-World Environment Synthesis for Evolving General Agent Intelligence Paper • 2604.18292 • Published Apr 20 • 91
ToolScope: An Agentic Framework for Vision-Guided and Long-Horizon Tool Use Paper • 2510.27363 • Published Oct 31, 2025 • 23
SmartSearch: Process Reward-Guided Query Refinement for Search Agents Paper • 2601.04888 • Published Jan 8 • 10
ET-Agent: Incentivizing Effective Tool-Integrated Reasoning Agent via Behavior Calibration Paper • 2601.06860 • Published Jan 11 • 16
EnvScaler: Scaling Tool-Interactive Environments for LLM Agent via Programmatic Synthesis Paper • 2601.05808 • Published Jan 9 • 38