Journal Papers: 'Towards Large-scale MR Thigh Image Analysis via An Integrated Quantification Framework', 'A Detection-driven and Sparsity-constrained Deformable Model for Fascia Lata Labeling and Thigh Inter-muscular Adipose Quantification', etc.; Conference Papers: 'DMCVR: Morphology-Guided Diffusion Model for 3D Cardiac Volume Reconstruction', 'Dealing with Heterogeneous 3D MR Knee Images: A Federated Few-shot Learning Method with Dual Knowledge Distillation', etc.
Ph.D. in Computer Science, Rutgers, the State University of New Jersey, 09/2012-12/2019; M.S. in Computer Science, Sichuan University, 09/2006-07/2009; B.S. in Software Engineering, Sichuan University, 09/2002-07/2006
Background
Research Interests: Machine Learning (federated learning), Medical Image Analysis (segmentation, detection, motion estimation, denoising and medical imaging), Computer Graphics (3D/4D medical visualization), GPU computation (medical algorithms optimization and acceleration)