LongCrafter: Towards Diverse Long-Context Understanding via Evidence-Graph-Guided Instruction Synthesis Paper • 2607.06160 • Published 7 days ago • 11
GraphWalker: Agentic Knowledge Graph Question Answering via Synthetic Trajectory Curriculum Paper • 2603.28533 • Published Mar 30 • 1
RedAct: Redacting Agent Capability Traces for Procedural Skill Protection Paper • 2606.10813 • Published Jun 10 • 24
DV-World: Benchmarking Data Visualization Agents in Real-World Scenarios Paper • 2604.25914 • Published Apr 28 • 42
MMR-Life: Piecing Together Real-life Scenes for Multimodal Multi-image Reasoning Paper • 2603.02024 • Published Mar 2 • 47
FLEX: Continuous Agent Evolution via Forward Learning from Experience Paper • 2511.06449 • Published Nov 9, 2025 • 14
Omni-Reward: Towards Generalist Omni-Modal Reward Modeling with Free-Form Preferences Paper • 2510.23451 • Published Oct 27, 2025 • 28