Shumin Ma

According to our database, Shumin Ma authored at least 13 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Deep Into the Domain Shift: Transfer Learning Through Dependence Regularization.

Shumin Ma, Zhiri Yuan, Qi Wu, Yiyan Huang, Xixu Hu, Cheuk Hang Leung, Dongdong Wang, Zhixiang Huang

IEEE Trans. Neural Networks Learn. Syst., October, 2024

Joint learning of text alignment and abstractive summarization for long documents via unbalanced optimal transport.

Xin Shen, Wai Lam, Shumin Ma, Huadong Wang

Nat. Lang. Eng., 2024

2023

Towards Balanced Representation Learning for Credit Policy Evaluation.

Yiyan Huang, Cheuk Hang Leung, Shumin Ma, Zhiri Yuan, Qi Wu, Siyi Wang, Dongdong Wang, Zhixiang Huang

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022

A Unified Domain Adaptation Framework with Distinctive Divergence Analysis.

Zhiri Yuan, Xixu Hu, Qi Wu, Shumin Ma, Cheuk Hang Leung, Xin Shen, Yiyan Huang

Trans. Mach. Learn. Res., 2022

Moderately-Balanced Representation Learning for Treatment Effects with Orthogonality Information.

Yiyan Huang, Cheuk Hang Leung, Shumin Ma, Qi Wu, Dongdong Wang, Zhixiang Huang

Proceedings of the PRICAI 2022: Trends in Artificial Intelligence, 2022

Robust Causal Learning for the Estimation of Average Treatment Effects.

Yiyan Huang, Cheuk Hang Leung, Qi Wu, Xing Yan, Shumin Ma, Zhiri Yuan, Dongdong Wang, Zhixiang Huang

Proceedings of the International Joint Conference on Neural Networks, 2022

Saturation Function and Rule Library-Based Control Strategy for Obstacle Avoidance of Robot Manta.

Yu Xie, Shumin Ma, Yue He, Yonghui Cao, Yong Cao, Qiaogao Huang

Proceedings of the Cognitive Systems and Information Processing, 2022

NSGA-II Optimization-Based CPG Phase Transition Control Method of Manta Ray Robot.

Shumin Ma, Yu Xie, Yingzhuo Cao, Yue He, Yonghui Cao, Yong Cao, Qiaogao Huang

Proceedings of the Cognitive Systems and Information Processing, 2022

2021

A Novel DC Bias Suppression Method Considering the Cooperation of Multiple Devices.

Shumin Ma, Xiangning Lin, Zhengtian Li, Neng Jin, Zirui Rong, Peifu Zhang, Haibo Xu

IEEE Access, 2021

A System-Level Suppression Method for DC Bias Based on Reverse Unbalanced Currents in the Same Transmission Section.

Shumin Ma, Xiangning Lin, Zhengtian Li, Neng Jin, Zirui Rong, Peifu Zhang, Haibo Xu

IEEE Access, 2021

2020

Understanding distributional ambiguity via non-robust chance constraint.

Shumin Ma, Cheuk Hang Leung, Qi Wu, Wei Liu, Nanbo Peng

Proceedings of the ICAIF '20: The First ACM International Conference on AI in Finance, 2020

2019

Understanding Distributional Ambiguity via Non-robust Chance Constraint.

Qi Wu, Shumin Ma, Cheuk Hang Leung, Wei Liu

CoRR, 2019

2017

Ecological Footprint Model of Cultivated Land Based on Ecosystem Services in Beijing.

Hui Guo, Di Wu, Lei Fa, Shunxiang Pei, Xuebing Xin, Shumin Ma, Sha Wu, Shiwei Dong

Proceedings of the Computer and Computing Technologies in Agriculture XI, 2017