Toward Generalist Autonomous Research via Hypothesis-Tree Refinement Paper • 2606.11926 • Published 11 days ago • 114
HRBench: Benchmarking and Understanding Thinking-Mode Switch Strategies in Hybrid-Reasoning LLMs Paper • 2605.28398 • Published 25 days ago • 15
Gamma-World: Generative Multi-Agent World Modeling Beyond Two Players Paper • 2605.28816 • Published 25 days ago • 429
IndusAgent: Reinforcing Open-Vocabulary Industrial Anomaly Detection with Agentic Tools Paper • 2605.20682 • Published May 20 • 85
Sparkle: Realizing Lively Instruction-Guided Video Background Replacement via Decoupled Guidance Paper • 2605.06535 • Published May 7 • 3
Disentangled Robot Learning via Separate Forward and Inverse Dynamics Pretraining Paper • 2604.16391 • Published Mar 27 • 4
RDP LoRA: Geometry-Driven Identification for Parameter-Efficient Adaptation in Large Language Models Paper • 2604.19321 • Published Apr 21 • 8
Rethinking Generalization in Reasoning SFT: A Conditional Analysis on Optimization, Data, and Model Capability Paper • 2604.06628 • Published Apr 8 • 328
Paper Circle: An Open-source Multi-agent Research Discovery and Analysis Framework Paper • 2604.06170 • Published Apr 7 • 31