Shumin Ma

17 papers A 1B 1Journal 10Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
Self-Supervised Random Forest on Transformed Distribution for Anomaly Detection.
IEEE Trans. Neural Networks Learn. Syst.
Jiabin Liu, Huadong Wang, Hanyuan Hang, Shumin Ma, Xin Shen, Yong Shi
2025 J jnl
Trading Under Uncertainty: A Distribution-Based Strategy for Futures Markets Using FutureQuant Transformer.
CoRR
Wenhao Guo, Yuda Wang, Zeqiao Huang, Changjiang Zhang, Shumin Ma
2024 J jnl
Deep Into the Domain Shift: Transfer Learning Through Dependence Regularization.
IEEE Trans. Neural Networks Learn. Syst.
Shumin Ma, Zhiri Yuan, Qi Wu, Yiyan Huang, Xixu Hu, Cheuk Hang Leung, Dongdong Wang, Zhixiang Huang
2024 J jnl
Joint learning of text alignment and abstractive summarization for long documents via unbalanced optimal transport.
Nat. Lang. Eng.
Xin Shen, Wai Lam, Shumin Ma, Huadong Wang
2023 J jnl
Deep into The Domain Shift: Transfer Learning through Dependence Regularization.
CoRR
Shumin Ma, Zhiri Yuan, Qi Wu, Yiyan Huang, Xixu Hu, Cheuk Hang Leung, Dongdong Wang, Zhixiang Huang
2023 A conf
Towards Balanced Representation Learning for Credit Policy Evaluation.
AISTATS
Yiyan Huang, Cheuk Hang Leung, Shumin Ma, Zhiri Yuan, Qi Wu, Siyi Wang, Dongdong Wang, Zhixiang Huang
2022 J jnl
A Unified Domain Adaptation Framework with Distinctive Divergence Analysis.
Trans. Mach. Learn. Res.
Zhiri Yuan, Xixu Hu, Qi Wu, Shumin Ma, Cheuk Hang Leung, Xin Shen, Yiyan Huang
2022 — conf
Moderately-Balanced Representation Learning for Treatment Effects with Orthogonality Information.
PRICAI (2)
Yiyan Huang, Cheuk Hang Leung, Shumin Ma, Qi Wu, Dongdong Wang, Zhixiang Huang
2022 J jnl
Moderately-Balanced Representation Learning for Treatment Effects with Orthogonality Information.
CoRR
Yiyan Huang, Cheuk Hang Leung, Shumin Ma, Qi Wu, Dongdong Wang, Zhixiang Huang
2022 — conf
NSGA-II Optimization-Based CPG Phase Transition Control Method of Manta Ray Robot.
ICCSIP
Shumin Ma, Yu Xie, Yingzhuo Cao, Yue He, Yonghui Cao, Yong Cao, Qiaogao Huang
2022 B conf
Robust Causal Learning for the Estimation of Average Treatment Effects.
IJCNN
Yiyan Huang, Cheuk Hang Leung, Qi Wu, Xing Yan, Shumin Ma, Zhiri Yuan, Dongdong Wang, Zhixiang Huang
2022 — conf
Saturation Function and Rule Library-Based Control Strategy for Obstacle Avoidance of Robot Manta.
ICCSIP
Yu Xie, Shumin Ma, Yue He, Yonghui Cao, Yong Cao, Qiaogao Huang
2021 J jnl
A Novel DC Bias Suppression Method Considering the Cooperation of Multiple Devices.
IEEE Access
Shumin Ma, Xiangning Lin, Zhengtian Li, Neng Jin, Zirui Rong, Peifu Zhang, Haibo Xu
2021 J jnl
A System-Level Suppression Method for DC Bias Based on Reverse Unbalanced Currents in the Same Transmission Section.
IEEE Access
Shumin Ma, Xiangning Lin, Zhengtian Li, Neng Jin, Zirui Rong, Peifu Zhang, Haibo Xu
2020 — conf
Understanding distributional ambiguity via non-robust chance constraint.
ICAIF
Shumin Ma, Cheuk Hang Leung, Qi Wu, Wei Liu, Nanbo Peng
2019 J jnl
Understanding Distributional Ambiguity via Non-robust Chance Constraint.
CoRR
Qi Wu, Shumin Ma, Cheuk Hang Leung, Wei Liu
2017 — conf
Ecological Footprint Model of Cultivated Land Based on Ecosystem Services in Beijing.
CCTA (1)
Hui Guo, Di Wu, Lei Fa, Shunxiang Pei, Xuebing Xin, Shumin Ma, Sha Wu, Shiwei Dong