Publications

arXiv

DexFormer: Cross-Embodied Dexterous Manipulation via History-Conditioned Transformer

Ke Zhang, Lixin Xu, Chengyi Song, Junzhe Xu, Xiaoyi Lin, Zeyu Jiang, Renjing Xu

DexFormer teaser
Website arXiv
R-AL

DexSinGrap: Learning a Unified Policy for Dexterous Object Singulation and Grasping in Densely Cluttered Environments

Lixin Xu, Zixuan Liu, Zhewei Gui, Jingxiang Guo, Zeyu Jiang, Zhixuan Xu, Chongkai Gao, Lin Shao

DexSinGrap result 1 DexSinGrap result 2 DexSinGrap result 3 DexSinGrap result 4
Website Code arXiv
ICRA 2025 Challenge Report

Taming VR Teleoperation and Learning from Demonstration for Multi-Task Bimanual Table Service Manipulation

Weize Li, Zhengxiao Han, Lixin Xu, Xiangyu Chen, Harrison Bounds, Chenrui Zhang, Yifan Xu

WBCD task visual WBCD props visual
Website WBCD Challenge arXiv
arXiv

DexFlow: A Unified Approach for Dexterous Hand Pose Retargeting and Interaction

Xiaoyi Lin, Kunpeng Yao, Lixin Xu, Xueqiang Wang, Xuetao Li, Yuchen Wang, Miao Li

Website arXiv