(1)
Huang, H.; Cen, M.; Tan, K.; Quan, X.; Huang, G.; Zhang, H. GraphCoT-VLA: A 3D Spatial-Aware Reasoning Vision-Language-Action Model for Robotic Manipulation With Ambiguous Instructions. AAAI 2026, 40, 18324-18332.