Multiple papers accepted by CVPR 2023, Medical Image Analysis, and other international conferences and journals. Specific publications include: a pre-print on arXiv about cervical cancer screening; two papers at BIBM 2024 on gradient anomaly-aware biomedical instance segmentation and holistic and historical instance comparison for cervical cell detection; and a paper at CVPR 2023 on deep de-overlapping network for cytology instance segmentation.
Research Experience
Research Assistant at Harbin Institute of Technology, Shenzhen (2019-2020, advisor: Prof. Yang Zhang), focusing on deep learning for microbiology; Research Assistant at The Hong Kong University of Science and Technology (2021-2022, advisor: Prof. Hao Chen), focusing on computational cytology and cell instance segmentation.
Education
Received a B.S. degree in information countermeasures in 2019; obtained dual M.S. degrees in 2022 from the University of Electronic Science and Technology of China (advisor: Prof. Yang Zhang) and Waseda University (advisor: Prof. Takayuki FURUZUKI); currently a Ph.D. student at the Department of Computer Science and Engineering, The Hong Kong University of Science and Technology (advisor: Prof. Hao Chen).
Background
Research interests include medical image analysis and deep learning, mainly focusing on Computational Pathology, Cytology, and Biology.