Biography
Ma Lei is an Associate Researcher at the National Biomedical Imaging Center of the College of Future Technology, Peking University, and is responsible for the full-scale image data integration device of the multimodal cross-scale biomedical imaging facility. He is currently conducting research on basic models of biomedical imaging and digital life based on the imaging facility. Over the past five years, he has published more than fifty papers in internationally renowned journals and conferences such as Nat. Comm., Cell Res., TPAMI, and IJCV, covering frontier interdisciplinary fields including computer graphics, machine learning, and brain-like intelligence. He has previously served as an engineer at Autodesk Research Lab, a leading graphics company, where his engineering achievements were applied to industrial-grade software like AutoCAD and 3ds Max. He has rich experience in enterprise R&D management. He was also the Director of the Life Simulation Research Center at the Beijing Academy of Artificial Intelligence, where he formed a research team deeply intersecting computer science, artificial intelligence, and neuroscience. The team developed the high-precision life simulation platform Tianyan and released the world's highest precision model of C. elegans.
Representative Achievement
1. System-level time computation and representation in the suprachiasmatic nucleus revealed by large-scale calcium imaging and machine learning[J].Cell Research, 2024.
2. A GPU-based computational framework that bridges Neuron simulation and Artificial Intelligence[J].Nature Communications, 2023.
3. Accurate registration of cross-modality geometry via consistent clustering[J],IEEE Transactions on Visualization and Computer Graphics, 2023
4. GraphReg: Dynamical Point Cloud Registration with Geometry-aware Graph Signal Processing. IEEE Transactions on Image Processing[J].IEEE Transactions on Image Processing, 2023
5. Structure inference of networked system with the synergy of deep residual network and fully connected layer network[J].Neural Networks, 2022.
6. MetaWorm: An Integrative Data-Driven Model Simulating C. elegans Brain, Body and Environment Interactions.bioRxiv, 2024
