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Dr. Xuelian Cheng

ADJUNCT LECTURER,
Department of Data Science & AI,
Faculty of Information Technology,
Monash University

Office: 8th Floor, Building 2, No 1 Chuangyuan Road, SIP, Suzhou, Jiangsu Province, China
中国江苏省苏州市工业园区华云路1号科创园2号楼8层
Email: xuelian.cheng@monash.edu

Monash Homepage  /  Linkedin  /  Google Scholar  /  Github


Team
We are the Geometric Vision and Robotics Lab, working on geometry estimation, 3D reconstruction, and embodied AI for healthcare. We are home to the AIM for Health (Suzhou) initiative.

Over the past two years the team has published in venues including CVPR, ECCV, AAAI, and IEEE RA-L. Our work is supported by a number of grants, including government-funded projects from the Jiangsu Department of Science and Technology and the Suzhou Industrial Park University Cooperation and Development Bureau, alongside collaborations with Southeast University and international partners.

Accepting prospective PhD students and research interns. If you're interested in working with me, please send an email including your CV and transcripts.

Current Members
Shiyan Su
PhD Student, Monash University
Sparse-view 3D reconstruction and intraoperative 2D/3D registration (DiffNR, XPos3R)
Wenzhuo Sun
PhD Student, Monash University
Text-to-3D indoor scene generation with Gaussian Splatting (RoomPlanner)
Zhiyi Jiang
Monash-SEU Joint PhD Student
Geometry estimation for colonoscopy via foundation model adaptation (ColonAdapter)
Weishuai Song
Monash-SEU Joint PhD Student
Shijian Wang
Monash-SEU Joint PhD Student
Multimodal reasoning agents and video RL (MuSEAgent, Video-Thinker)
Runhao Fu
Research Intern
Multimodal reasoning agents (MuSEAgent, Video-Thinker)
Xingjian Wang
Research Intern
Multimodal reasoning agents (MuSEAgent, Video-Thinker)

Former Students
Wenxuan Song — Research Assistant; now at the Guangzhou campus of the Hong Kong University of Science and Technology.
Jiayi Chen — Research Assistant.
Mingjian Liang — Research Assistant.