← Search

Chengcai Yang

2 accepted papers

2025

GraphMimic: Graph-to-Graphs Generative Modeling from Videos for Policy Learning

CVPR 2025poster

Learning from demonstration is a powerful method for robotic skill acquisition. However, the significant expense of collecting such action-labeled robot data presents a major bottleneck. Video data, a rich data source encompassing diverse behavioral and physical knowledge, emerges as a promising alt…

Cited by 0SourcePDFScholar
2025

PartGrasp: Generalizable Part-level Grasping via Semantic-Geometric Alignment

IROS 2025

The ability to perform generalizable and precise grasping on functional object parts is a prerequisite for robotic manipulation in open environments. Recent foundation models have demonstrated promising semantic correspondence capabilities in guiding robots to grasp similar parts across objects with

Cited by 0SourcecodeScholar