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Qwen-VLA: Unifying Vision-Language-Action Modeling across Tasks, Environments, and Robot Embodiments Paper • 2605.30280 • Published May 28 • 148
CurveBench: A Benchmark for Exact Topological Reasoning over Nested Jordan Curves Paper • 2605.14068 • Published May 13 • 9
Useful Memories Become Faulty When Continuously Updated by LLMs Paper • 2605.12978 • Published May 13 • 20
Why LLMs Aren't Scientists Yet: Lessons from Four Autonomous Research Attempts Paper • 2601.03315 • Published Jan 6 • 7
Taming Hallucinations: Boosting MLLMs' Video Understanding via Counterfactual Video Generation Paper • 2512.24271 • Published Dec 30, 2025 • 62