معرفی
Dr. Xuelian Cheng is an Adjunct Lecturer at the Department of Data Science & AI, Monash Suzhou Research Institute, and a Research Fellow at Monash University Australia. She holds a PhD from Monash University under the supervision of Professors Zongyuan Ge, Mehrtash Harandi, and Tom Drummond. Her research focuses on medical imaging, 3D reconstruction, and interdisciplinary applications of AI in robotic surgery and AR/VR technologies. She has contributed to projects with industry partners like Tencent, IIAI, and Airdoc, resulting in publications at top venues such as MICCAI, CVPR, and Nature.
- Affiliations: Monash Suzhou Research Institute, Monash University Australia.
- Teaching: Courses include FIT5047 (Artificial Intelligence), FIT5226 (Multi-Agent Systems), and FIT5216 (Discrete Optimization).
Research interests span deep learning for 3D visual perception, automated machine learning (AutoML), and medical image analysis. Her work aligns with UN SDGs related to health and innovation. The MMAI group she co-leads has published extensively in top conferences/journals, including JAMA, The Lancet, and NeurIPS.
Advising: Accepting PhD students interested in medical 3D topics, with projects focusing on surgical intelligence and clinical decision support.
- Labs/Teams: Monash Medical AI (MMAI) Group, collaborating on surgical workflow understanding and endoscopic reconstruction.
