Post-Doctoral Fellow

The Hong Kong Polytechnic University, Hong Kong, China.

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Biography

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.