Mechanist: AI as a Scientific Instrument for Discovering the Mechanisms of Intelligence Paper • 2608.12036 • Published Aug 12 • 88
SkillX: Automatically Constructing Skill Knowledge Bases for Agents Paper • 2604.04804 • Published Apr 6 • 30
LightThinker++: From Reasoning Compression to Memory Management Paper • 2604.03679 • Published Apr 4 • 36
Chat2Workflow: A Benchmark for Generating Executable Visual Workflows with Natural Language Paper • 2604.19667 • Published Apr 21 • 21
Rewarding the Scientific Process: Process-Level Reward Modeling for Agentic Data Analysis Paper • 2604.24198 • Published Apr 27 • 24
SciAtlas: A Large-Scale Knowledge Graph for Automated Scientific Research Paper • 2605.22878 • Published May 20 • 60
LongDS-Bench: On the Failure of Long-Horizon Agentic Data Analysis Paper • 2605.30434 • Published May 28 • 19
LabVLA: Grounding Vision-Language-Action Models in Scientific Laboratories Paper • 2606.13578 • Published Jun 11 • 62
LabVLA: Grounding Vision-Language-Action Models in Scientific Laboratories Paper • 2606.13578 • Published Jun 11 • 62
SciAtlas: A Large-Scale Knowledge Graph for Automated Scientific Research Paper • 2605.22878 • Published May 20 • 60
Rewarding the Scientific Process: Process-Level Reward Modeling for Agentic Data Analysis Paper • 2604.24198 • Published Apr 27 • 24
SkillX: Automatically Constructing Skill Knowledge Bases for Agents Paper • 2604.04804 • Published Apr 6 • 30
LightThinker++: From Reasoning Compression to Memory Management Paper • 2604.03679 • Published Apr 4 • 36
InnoEval: On Research Idea Evaluation as a Knowledge-Grounded, Multi-Perspective Reasoning Problem Paper • 2602.14367 • Published Feb 16 • 17