Education
- Ph.D. in Bioengineering: Data Science, University of Washington, 2023-present
- Master in Computer Science, University of Illinois at Urbana-Champaign, 2022-2023
- Bachelor in Software Engineering, Xiamen University, 2018-2022
Work experience
- June 2023 - Sept 2023: Research Intern. Supervisor: Prof. Yu Qiao, Dr. Diping Song
- Shanghai AI Laboratory
- Research: Large Multimodal Model (LMM) for medical image and diagnostic report.
- Aug 2022 - Nov 2022: Visiting Student. Supervisor: Prof. Alan L. Yuille, Prof. Yuyin Zhou, Prof. Cihang Xie
- Johns Hopkins University, University of California Santa Cruz
- Research: MAE pre-training with the multi-view mechanism in medical images.
- Mar 2022 - Aug 2022: Research Intern. Supervisor: Dr. Le Lu, Dr. Dakai Jin, Dr. Puyang Wang
- Alibaba DAMO Academy
- Research: Multi-modality radiotherapy target volume segmentation and organ segmentation.
- May 2021 - Sept 2021: Research Intern. Supervisor: Prof. Jie Chen, Dr. Hongliang He
- Peking University
- Research: Hybrid attention mechanism and mix-focal loss improvement.
- Aug 2020 - Nov 2020: Research Intern. Supervisor: Prof. Pietro Liò, Dr. Tudor Suciu
- University of Cambridge
- Research: Automatic segmentation and detection model for pulmonary infection in X-ray images.
Service and leadership
- Conference Reviewer: ECCV 2024; ICCV 2023; ICASSP 2024, 2023; MICCAI 2024, 2023; ICIG 2023; AAAI 2022; ACM MM 2024, 2022
- Journal Reviewer: IEEE TPAMI; IEEE TMI; Radiology; Pattern Recognition; CIBM; Machine Vision and Applications
- Review Editor: Frontiers in Neuroinformatics
- Membership: ACM Member
Honors and Awards
- UIUC Conference Presentation Award 2023
- National Scholarship of China (1%) 2020, 2021
- Pacemaker to Merit Student of Xiamen University (1%) 2020
- NongXin scholarship of Xiamen University (2%) 2020
Talks
