Not All Layers Are Created Equal: Adaptive LoRA Ranks for Personalized Image Generation Paper • 2603.21884 • Published 9 days ago • 5
REVERE: Reflective Evolving Research Engineer for Scientific Workflows Paper • 2603.20667 • Published 11 days ago • 17
PivotRL: High Accuracy Agentic Post-Training at Low Compute Cost Paper • 2603.21383 • Published 10 days ago • 18
Deep Tabular Research via Continual Experience-Driven Execution Paper • 2603.09151 • Published 22 days ago • 14
A Subgoal-driven Framework for Improving Long-Horizon LLM Agents Paper • 2603.19685 • Published 12 days ago • 19
OpenResearcher: A Fully Open Pipeline for Long-Horizon Deep Research Trajectory Synthesis Paper • 2603.20278 • Published 15 days ago • 91
Why Does Self-Distillation (Sometimes) Degrade the Reasoning Capability of LLMs? Paper • 2603.24472 • Published 7 days ago • 45
T-MAP: Red-Teaming LLM Agents with Trajectory-aware Evolutionary Search Paper • 2603.22341 • Published 11 days ago • 36
UI-Voyager: A Self-Evolving GUI Agent Learning via Failed Experience Paper • 2603.24533 • Published 7 days ago • 43
InternAgent-1.5: A Unified Agentic Framework for Long-Horizon Autonomous Scientific Discovery Paper • 2602.08990 • Published Feb 9 • 77
MetaClaw: Just Talk -- An Agent That Meta-Learns and Evolves in the Wild Paper • 2603.17187 • Published 15 days ago • 134
GradMem: Learning to Write Context into Memory with Test-Time Gradient Descent Paper • 2603.13875 • Published 18 days ago • 34
Why AI systems don't learn and what to do about it: Lessons on autonomous learning from cognitive science Paper • 2603.15381 • Published 16 days ago • 1
FadeMem: Biologically-Inspired Forgetting for Efficient Agent Memory Paper • 2601.18642 • Published Jan 26 • 1