About Me

I am a Ph.D. student in the Department of Robotics, Perception and Learning (RPL) at KTH Royal Institute of Technology, advised by Prof. Hossein Azizpour and Prof. Josephine Sullivan.
My research interests lie in the general area of machine learning, particularly in deep learning, temporal modeling and uncertainty estimation, as well as their applications in satellite imagery and biomedical scenarios.
I also work closely with Prof. Takeo Igarashi, M.D. Taichi Kin and Prof. Xi Yang at the University of Tokyo on the project of 3D reconstruction and medical image processing.
I received my Bachelor’s Degree in Chien-Shiung Wu College, Southeast University. My undergraduate research supervisor is Prof. Chuan Zhang.

Publications

Heng Fang, Xi Yang, Taichi Kin, Takeo Igarashi, “Brain Surface Reconstruction from MRI Images Based on Segmentation Networks Applying Signed Distance Maps”, IEEE International Symposium on Biomedical Imaging (ISBI) 2021, April 13-16, 2021. [paper]

Deepwise (November 2020 - January 2021)
- Machine Learning Engineering Intern, AI Lab
- Domain Adaptation
- Predict pediatric pneumonia by training models on adults’ X-Rays (with labels) and children’s X-Rays (without labels)
Alibaba Group (June 2019 - August 2019)
- Data Analyst Intern, Apsara Stack, Alibaba Cloud
- Data management, visualization, integration, analysis, modeling, and prediction
- Demand and resource utilization monitoring