Wenxiao Ma

According to our database, Wenxiao Ma authored at least 12 papers between 2020 and 2026.

Collaborative distances:

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

2026

Pretraining Induces a Reusable Spectral Basis for Downstream Task Adaptation.

Junjie Yu, Yue Wang, Zihan Deng, Yan Zhu, Wenxiao Ma, Quanying Liu

CoRR, May, 2026

Understanding Generalization from Embedding Dimension and Distributional Convergence.

Junjie Yu, Zhuoli Ouyang, Haotian Deng, Chen Wei, Wenxiao Ma, Jianyu Zhang, Zihan Deng, Quanying Liu

CoRR, January, 2026

Local Intrinsic Dimension of Representations Predicts Alignment and Generalization in AI Models and Human Brain.

Junjie Yu, Wenxiao Ma, Chen Wei, Jianyu Zhang, Haotian Deng, Zihan Deng, Quanying Liu

CoRR, January, 2026

HVAE-DC: A hierarchical variational autoencoder-based deep clustering model for multi-level driving behavior.

Wenxiao Ma, Jian Wu, Dongjian Song, Zhicheng Chen, Tianxiao Huang

Expert Syst. Appl., 2026

2025

Decision-Making Strategy of Automated Vehicles in Heterogeneous Scenarios Based on Attention Networks.

Wenxiao Ma, Bohua Sun, Jian Wu, Weiwen Deng, Xinlun Leng, Hang Zhao

IEEE Trans. Intell. Transp. Syst., November, 2025

Scale-Invariance Drives Convergence in AI and Brain Representations.

Junjie Yu, Wenxiao Ma, Jianyu Zhang, Haotian Deng, Zihan Deng, Yi Guo, Quanying Liu

CoRR, June, 2025

Fear-constrained personalized and anthropomorphic reinforcement learning for autonomous car-following.

Yufei Zhang, Liang Wu, Zijian Cai, Wenxiao Ma, Xinlun Leng, Wenyuan Sun, Zitong Shan

Knowl. Based Syst., 2025

Intelligent vehicle decision-making strategy integrating spatiotemporal features at roundabout.

Wenxiao Ma, Jian Wu, Bohua Sun, Xinlun Leng, Weiwei Miao, Zhenhai Gao, Wenjin Li

Expert Syst. Appl., 2025

2022

Research on the Physics-Intelligence Hybrid Theory Based Dynamic Scenario Library Generation for Automated Vehicles.

Yufei Zhang, Bohua Sun, Yaxin Li, Shuai Zhao, Xianglei Zhu, Wenxiao Ma, Fangwu Ma, Liang Wu

Sensors, 2022

Evaluation of CYGNSS Observations for Snow Properties, a Case Study in Tibetan Plateau, China.

Wenxiao Ma, Lingyong Huang, Xuerui Wu, Shuanggen Jin, Weihua Bai, Xuanran Li

Remote. Sens., 2022

2021

Spaceborne GNSS-R Soil Moisture Retrieval: Status, Development Opportunities, and Challenges.

Xuerui Wu, Wenxiao Ma, Junming Xia, Weihua Bai, Shuanggen Jin, Andrés Calabia

Remote. Sens., 2021

2020

First Measurement of Soil Freeze/Thaw Cycles in the Tibetan Plateau Using CYGNSS GNSS-R Data.

Xuerui Wu, Zhounan Dong, Shuanggen Jin, Yang He, Yezhi Song, Wenxiao Ma, Lei Yang

Remote. Sens., 2020