Xupeng Zhang 张旭鹏

I am an undergraduate in Computer Science and Technology at Harbin Institute of Technology, graduating in June 2027.

My research interests lie in embodied intelligence and robotic systems: compositional generalization, long-horizon execution in vision-language-action models, and the infrastructure that makes robots reliable.

Research

I study how robots compose learned skills and carry them through in the physical world. My work connects policy evaluation, failure diagnosis, and reliable robot systems.

InfiniteVGGT official demonstration of streaming 3D reconstruction and camera trajectories

InfiniteVGGT

InfiniteVGGT: Visual Geometry Grounded Transformer for Endless Streams

Shuai Yuan, Yantai Yang, Xiaotian Yang, Xupeng Zhang, Zhonghao Zhao, Lingming Zhang, Zhipeng Zhang

A manuscript on visual geometry for streaming input.

LatentRisk-VLM

LatentRisk-VLM: Failure-Guided Representation Editing for Frozen Vision-Language Models

Ke Lu, Xupeng Zhang, Jiawei Gu, Chaomeng Chen

Submitted (under review)

A manuscript on failure-guided representation editing for frozen vision-language models.

Reading room