Biography

Dr. Fang is a Tenure-Track Associate Professor at School of Intelligence Science and Technology, Nanjing University. Before joining Nanjing University, She obtained Ph.D. from The Chinese University of Hong Kong (CUHK) in 2020, supervised by Prof. Kai-Yu Tong (AIMBE Fellow). She previously worked as a postdoctoral research associate at The University of North Carolina at Chapel Hill (2021-2024), supervised by Prof. Mingxia Liu. She also interned at Tencent AI Lab (2019-2020) under the mentorship of Dr. Jianhua Yao (AIMBE Fellow).

Research Interests

Focusing on interdisciplinary field of artificial intelligence (AI) and medical data analysis, aiming to develop intelligent systems that advance clinical decision-making and healthcare, including:

  • Multimodal medical data analysis
  • Medical agent/LLMs
  • Brain-computer interface
  • Drug recommendation

News

#f03c15 课题组招收2026年保研/推免的硕士研究生2-3人,直博生/考核制博士研究生1-2人,欢迎与我联系!

  • [04/2026] One paper on cross-domain medical image segmentation was accepted in Pattern Recognition. Congratulations to Yuheng!
  • [04/2026] Achieved 1st place in Track B and 2nd place in Track A in RIVA Cervical Cytology Challenge. The paper is accepted in ISBI. Congratulations to Yan Kong!
  • [02/2026] One paper on continual test-time adaptation in medical image segmentation was accepted in Information Fusion. Congratulations to Xiang Li!
  • [01/2026] One paper on sepsis treatment recommendation was accepted in AAAI 2026. Congratulations to Muchan!
  • [09/2025] One paper on lesion detection with human gaze was accepted in MICCAI 2025. Congratulations to Yan Kong!
  • [09/2025] One paper on multimodal MRI fusion for HIV-associated asymptomatic neurocognitive was accepted in MICCAI 2025. Congratulations to Zige!
  • [09/2025] One paper on domain generalization for medical image segmentation was accepted in Pattern Recognition. Congratulations to Yuheng!
  • [08/2024] One paper on source-free domain adaptation was accepted in Pattern Recognition.
  • [05/2024] One paper on multimodal fusion was early accepted in MICCAI 2024.
  • [05/2024] Join Nanjing University, a new chapter starts!
  • [03/2024] One paper on source-free domain adaptation was accepted in Neural Networks.
  • [02/2024] One paper on interpretable fMRI analysis was accepted in IEEE TBME.
  • [10/2023] One paper on interpretable fMRI analysis was accepted in MICCAI.
  • [05/2023] One paper on fMRI adaptation was accepted in Human Brain Mapping.
  • [02/2023] One paper on fMRI adaptation was accepted in Medical Image Analysis.

Journal Reviews

  • IEEE Transactions on Pattern Analysis and Machine Intelligence
  • Medical Image Analysis
  • IEEE Transactions on Medical Imaging
  • Pattern Recognition
  • Neural Networks

Selected Awards

  • Outstanding Tutor Award, The Chinese University of Hong Kong, 2020
  • First Prize in International Brain Computer Interface Hackathon, Honolulu, USA, 2018
  • Excellent Graduate of Liaoning Province, Northeastern University, 2016
  • National Scholarship (2 times), Ministry of Education of P.R.China, 2014 & 2015
  • Meritorious Winner in Mathematical Contest In Modeling, COMAP, USA, 2015