Chenyang Ma

Substantial challenges in task generalization and visuomotor robustness are revealed, highlighting critical gaps in current dexterous manipulation benchmarks.

CAIRN redefines 3D scene understanding by seamlessly integrating room-level topology with object-level relations, achieving unprecedented performance in multi-room environments.

Achieving an 80% success rate in complex bimanual furniture assembly tasks marks a significant leap in robotic manipulation capabilities.