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
Short Bio
Lei Ma is now working at Colledge of Future Technology, Peking University. From 2003 to 2007, he pursued his Bachelor‘s Degree in Software Engineering at Zhejiang University. From 2007 to 2010, he completed my Master's Degree in Computer Application Technology at Shanghai Jiao Tong University. Subsequently, from 2013 to 2019, he engaged in doctoral studies at the Institute of Software, Chinese Academy of Sciences, specializing in Computer Application Technology. He worked as a Senior Engineer at the Autodesk China Research and Development Center from 2010 to 2012. Then, from 2012 to 2013, he held the positions of Research and Development Director and Chief Technology Officer at VISTANDARD Co., Ltd., Shanghai Branch. From 2019 to 2022, he worked as an Associate Researcher at Peking University's School of Computer Science.
He has long been dedicated to research in the fields of neuro-AI, computer graphics and image processing. Over the past five years, he 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. He has published over 50 academic papers in prestigious journals and conferences within their research domains, such as Cell Research , Nature Communications, Medical Image Analysis, IEEE TPAMI, IEEE TIP, Neural Networks, ACM TOG, IEEE TVCG, NIPS and CVPR. Furthermore, he has applied for a total of 15 invention patents, 8 patents have been granted, and obtained 2 software copyrights.
News
[2024.12] One paper was accepted by Nature Computational Science.
[2024.09] One paper was accepted by ACM MM 2024.
[2024.08] One paper was accepted by ECCV 2024.
[2024.06] Two papers were accepted by ICME 2024.
[2024.04] One paper was published by Cell Research.
[2024.02] One paper was accepted by CVPR 2024 as hightlight.
Selected Publications[Full List]
(# Equal Contribution, *Corresponding Author)
1. An integrative data-driven model simulating C. elegans brain, body and environment interactions.
Mengdi Zhao, Ning Wang, Xinrui Jiang, Xiaoyang Ma, Haixin Ma, Gan He, Kai Du, Lei Ma* & Tiejun Huang.
Nature Computational Science
2. System-level time computation and representation in the suprachiasmatic nucleus revealed by large-scale calcium imaging and machine learning.
Zichen Wang, Jing Yu, Muyue Zhai, Zehua Wang, Kaiwen Sheng, Yu Zhu, Tianyu Wang, Mianzhi Liu, Lu Wang, Miao Yan, Jue Zhang, Ying Xu, Xianhua Wang, Lei Ma*, Wei Hu* & Heping Cheng*.
Cell Research
3. A GPU-based computational framework that bridges Neuron simulation and Artificial Intelligence
Yichen Zhang#, Gan He#, Lei Ma#, Xiaofei Liu, JJ Johannes Hjorth, Alexander Kozlov, Yutao He, Shenjian Zhang, Jeanette Hellgren Kotaleski, Yonghong Tian, Sten Grillner, Kai Du, Tiejun Huang.
Nature Communications
4. Embedded prompt tuning: Towards enhanced calibration of pretrained models for medical images
Wenqiang Zu#, Shenghao Xie#, Qing Zhao#, Guoqi Li, Lei Ma*
Medical Image Analysis
5. Correspondence-Free Non-Rigid Point Set Registration Using Unsupervised Clustering Analysis
Mingyang Zhao, Jingen Jiang, Lei Ma*, Shiqing Xin, Gaofeng Meng, Dong-Ming Yan.
CVPR 2024 Highlight
