LabVLA: Grounding Vision-Language-Action Models in Scientific Laboratories Paper • 2606.13578 • Published 15 days ago • 54
Unsupervised Skill Discovery for Agentic Data Analysis Paper • 2606.06416 • Published 22 days ago • 12
SkillAdaptor: Self-Adapting Skills for LLM Agents from Trajectories Paper • 2606.01311 • Published 26 days ago • 37
LongDS-Bench: On the Failure of Long-Horizon Agentic Data Analysis Paper • 2605.30434 • Published 29 days ago • 23
Exploring Autonomous Agentic Data Engineering for Model Specialization Paper • 2605.30407 • Published 29 days ago • 23
How LoRA Remembers? A Parametric Memory Law for LLM Finetuning Paper • 2605.30260 • Published 29 days ago • 44
When Should Models Change Their Minds? Contextual Belief Management in Large Language Models Paper • 2605.30219 • Published 29 days ago • 26
MemTrace: Tracing and Attributing Errors in Large Language Model Memory Systems Paper • 2605.28732 • Published 30 days ago • 40
Rethinking Memory as Continuously Evolving Connectivity Paper • 2605.28773 • Published 30 days ago • 34
SciAtlas: A Large-Scale Knowledge Graph for Automated Scientific Research Paper • 2605.22878 • Published May 20 • 59
From Context to Skills: Can Language Models Learn from Context Skillfully? Paper • 2604.27660 • Published May 3 • 171
Skill1: Unified Evolution of Skill-Augmented Agents via Reinforcement Learning Paper • 2605.06130 • Published May 7 • 116
OceanPile: A Large-Scale Multimodal Ocean Corpus for Foundation Models Paper • 2605.00877 • Published Apr 25 • 15
World-R1: Reinforcing 3D Constraints for Text-to-Video Generation Paper • 2604.24764 • Published Apr 27 • 119
Rewarding the Scientific Process: Process-Level Reward Modeling for Agentic Data Analysis Paper • 2604.24198 • Published Apr 27 • 23
InnoEval: On Research Idea Evaluation as a Knowledge-Grounded, Multi-Perspective Reasoning Problem Paper • 2602.14367 • Published Feb 16 • 17