Ma Lei (马雷)

 

Ph.D., Associate Research Professor

PI, National Biomedical Imaging Center, Peking University

Director of Platform Ⅳ, National Multimode Trans-scale Biomedical Imaging Facility

Director of Life Simulation Research Center, Beijing Academy of Artificial Intelligence

From 2003 to 2007, I pursued my Bachelor‘s Degree in Software Engineering at Zhejiang University. From 2007 to 2010, I completed my Master's Degree in Computer Application Technology at Shanghai Jiao Tong University. Subsequently, from 2013 to 2019, I engaged in doctoral studies at the Institute of Software, Chinese Academy of Sciences, specializing in Computer Application Technology. I worked as a Senior Engineer at the Autodesk China Research and Development Center from 2010 to 2012. Then, from 2012 to 2013, I held the positions of Research and Development Director and Chief Technology Officer at VISTANDARD Co., Ltd., Shanghai Branch. From 2019 to 2022, I worked as an Associate Researcher at Peking University's School of Computer Science.

 

I have long been dedicated to research in the fields of neuro-AI, computer graphics and image processing. Over the past five years, I made valuable academic contributions and innovative achievements in fundamental algorithms, applied research, and platform development. These efforts have generated substantial scientific value and economic benefits. I have published a total of 41 academic papers in prestigious journals and conferences within their research domains, such as IEEE TPAMI, IEEE TIP, Neural Networks, ACM TOG, IEEE TVCG, and CVPR. Furthermore, I have applied for a total of 15 invention patents, 8 patents have been granted, and obtained 2 software copyrights.

Foundation Model of Life Driven by Imageomics

 Visualization of biomedical data across multiple scales

Parelle Simulation of neuronal electrodynamics

Large-scale interactive simulation \ cloud-native design

 

Hosting the  largest and most detailed model date (nbS1)

MetaWorm (2022)

DeepDendrite Nature. Comm. 2023

1. Zhang, Yichen, et al. "A GPU-based computational framework that bridges Neuron simulation and Artificial Intelligence."

Nature Communications 14.1 (2023): 5798.

 

2. Shi, Ruohua, et al. "PS-Net: human perception-guided segmentation network for EM cell membrane." Bioinformatics 39.8 (2023): btad464.

 

3.Huang, Keke, et al. "Structure inference of networked system with the synergy of deep residual network and fully connected layer network." Neural Networks 145 (2022): 288-299.

 

4.Hu, Liwen, et al. "Optical flow estimation for spiking camera." Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition. 2022.

 

5.Zhao, Mingyang, et al. "Graphreg: Dynamical point cloud registration with geometry-aware graph signal processing." IEEE Transactions on Image Processing 31 (2022): 7449-7464.