research Spatial-Temporal World Understanding Benchmarks and evaluation for precise world understanding in multimodal embodied settings. VLA Models and Efficiency Vision-language-action modeling with stronger spatial understanding and more efficient inference. Robot Failure Analysis Understanding, diagnosing, and correcting failures in embodied and robotic systems.