Ning Ma
Post-Doctoral Fellow
Address: Room 2602, the Department of Computer Science and Engineering,
The Hong Kong University of Science and Technology, Hong Kong, China.
Email: ma_ning@zju.edu.cn or csemaning@ust.hk
[Google Scholar] [GitHub]
|
|
Biography
Ning Ma is a Post-Doctoral Fellow at the Department of Computer Science and Engineering of HKUST, working on trustworthy machine learning for medical AI with Prof. Hao Chen.
He got his Ph.D. degree in Sep. 2023 in the College of Computer Science and Technology at Zhejiang University, advised by Prof. Jiajun Bu and Prof. Haishuai Wang.
His research interests are transfer learning, and graph representation learning, with their healthcare applications, e.g., video analyses for infant healthcare, ultrasonic cardiograms, and surgical intervention scenarios. He is also a junior reviewer for top-tier conferences from 2020, such as ICLR, NeurIPS, ICML, CVPR, ICCV and ECCV.
Selected Publications
-
Ning Ma, Jiajun Bu, Jieyu Yang, Zhen Zhang, Chengwei Yao, Zhi Yu, Sheng Zhou, Xifeng Yan.
Adaptive-Step Graph Meta-Learner for Few-Shot Graph Classification.
In The Conference on Information and Knowledge Management (CIKM), 2020. [code]
-
Ning Ma, Hongyi Zhang, Xuhui Li, Sheng Zhou, Zhen Zhang, Jun Wen, Haifeng Li, Jingjun Gu, Jiajun Bu.
Learning Spatial-Preserved Skeleton Representations for Few-Shot Action Recognition.
In The European Conference on Computer Vision (ECCV), 2022. [code]
-
Ning Ma, Jiajun Bu, Lixian Lu, Jun Wen, Sheng Zhou, Zhen Zhang, Jingjun Gu, Haifeng Li, Xifeng Yan.
Context-guided entropy minimization for semi-supervised domain adaptation. In Neural Networks. [code]
-
Ning Ma, Feng Liu, Haishuai Wang, Sheng Zhou, Bo Han, Jiajun Bu.
Generalizing to Unseen Domains for Regression. In submission.
Research Experiences
-
2019.11-2023.09. Eagle Lab at Zhejiang University. Working on health care project for babies:
we are developing a method to detect early risk of the nervous system for infants via machine learning. The research is supported by the National Clinical Medical Research Center for Child Health and reported by The Children's Hospital of Zhejiang University School of Medicine . The website is available by email request and the paper will also be released soon!
-
2021.11- 2022.06. Eagle Lab at Zhejiang University. Working on ultrasonic cardiogram project to achieve real-time quantitative video analysis for cardiac function. The research has got several awards and become a startup for cardiac
function examination.
-
2022.6-2023.6. Visiting at TMLR Group in HKBU. Working on algorithm project for domain adaptation and generalization.
Awards
-
Annual Outstanding Student of ZJU Eagle-Lab (Top 3), 2022
-
Outstanding Doctoral Student Grant, 2020
-
Admission Scholarship for Doctoral Students, 2018
-
National Scholarship, 2016