CV

Education

• Dec. 2024 - Now: Visiting Scholar at CAMP, Technical University of Munich
• Sep. 2020 - Now: PhD Candidate at IMR, Shanghai Jiao Tong Univeristy
• Sep. 2016 - Jun. 2020: Bachelor in Automation at Harbin Institute of Technology

Work Experience

• Mar. 2021 - Sep. 2021: Medtronic Technology Center, Shanghai
• Apr. 2022 - May. 2023: OpenMMLab, Shanghai AI Lab

Publications

FB-Diff: Fourier Basis-guided Diffusion for Temporal Interpolation of 4D Medical Imaging

HASD: Hierarchical Adaption for pathology Slide-level Domain-shift

Temporal Differential Fields for 4D Motion Modeling via Image-to-Video Synthesis

SLoRD: Structural Low-Rank Descriptors for Shape Consistency in Vertebrae Segmentation

Pass: test-time prompting to adapt styles and semantic shapes in medical image segmentation

Implicit Representation Embraces Challenging Attributes of Pulmonary Airway Tree Structures

Learning with explicit shape priors for medical image segmentation

Semantic difference guidance for the uncertain boundary segmentation of CT left atrial appendage

VerteFormer: A single-staged Transformer network for vertebrae segmentation from CT images with arbitrary field of views

A More Design-Flexible Medical Transformer for Volumetric Image Segmentation

EG-Trans3DUNet: a single-staged transformer-based model for accurate vertebrae segmentation from spinal CT images

Service and leadership

• Reviewers for journals including IEEE TMI/MedIA/IEEE JBHI/Pattern Recognition
• Reviewers for conferences including ICLR/ICCV/MICCAI/MIDL
• Teacher assistant for C++ program/Pattern recognition and Image processing