Wenshuo Ma

According to our database, Wenshuo Ma authored at least 16 papers between 2020 and 2026.

Collaborative distances:

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

2026

PEFL: A Privacy-Enhanced Federated Learning Framework for Mobile Edge CrowdSensing in the Presence of Collusion and Backdoor Attacks.

Mengyao Chen, Xiaowu Liu, Wenshuo Ma, Kan Yu, Jiguo Yu, Jian Xie, Liping Sun

IEEE Trans. Mob. Comput., July, 2026

LLaVA-UHD v4: What Makes Efficient Visual Encoding in MLLMs?

Kechen Fang, Yihua Qin, Chongyi Wang, Wenshuo Ma, Tianyu Yu, Yuan Yao

CoRR, May, 2026

MiniCPM-o 4.5: Towards Real-Time Full-Duplex Omni-Modal Interaction.

Junbo Cui, Bokai Xu, Chongyi Wang, Tianyu Yu, Weiyue Sun, Yingjing Xu, Tianran Wang, Zhihui He, Wenshuo Ma, Tianchi Cai, Jiancheng Gui, Luoyuan Zhang, Xian Sun, Fuwei Huang, Moye Chen, Zhuo Lin, Hanyu Liu, Qingxin Gui, Qingzhe Han, Yuyang Wen, Huiping Liu, Rongkang Wang, Yaqi Zhang, Hongliang Wei, Chi Chen, You Li, Kechen Fang, Jie Zhou, Yuxuan Li, Guoyang Zeng, Chaojun Xiao, Yankai Lin, Xu Han, Maosong Sun, Zhiyuan Liu, Yuan Yao

CoRR, April, 2026

Towards Performance-Enhanced Model-Contrastive Federated Learning using Historical Information in Heterogeneous Scenarios.

Hongliang Zhang, Jiguo Yu, Guijuan Wang, Wenshuo Ma, Tianqing He, Baobao Chai, Chunqiang Hu

CoRR, February, 2026

RAFL: A reverse auction federated learning framework with non-independent and identically distributed data for mobile crowdsensing.

Liping Sun, Wenshuo Ma, Xiaowu Liu, Kan Yu, Jiguo Yu, Jian Xie, Yuefeng Ma, Mengyao Chen

Comput. Networks, 2026

2025

MiniCPM-V 4.5: Cooking Efficient MLLMs via Architecture, Data, and Training Recipe.

Tianyu Yu, Zefan Wang, Chongyi Wang, Fuwei Huang, Wenshuo Ma, Zhihui He, Tianchi Cai, Weize Chen, Yuxiang Huang, Yuanqian Zhao, Bokai Xu, Junbo Cui, Yingjing Xu, Liqing Ruan, Luoyuan Zhang, Hanyu Liu, Jingkun Tang, Hongyuan Liu, Qining Guo, Wenhao Hu, Bingxiang He, Jie Zhou, Jie Cai, Ji Qi, Zonghao Guo, Chi Chen, Guoyang Zeng, Yuxuan Li, Ganqu Cui, Ning Ding, Xu Han, Yuan Yao, Zhiyuan Liu, Maosong Sun

CoRR, September, 2025

2024

A Collusion Attack Resistance Data Aggregation Scheme in Internet of Things.

Wenshuo Ma, Xiaowu Liu, Jiguo Yu, Kan Yu, Xinyu Wang

IEEE Trans. Ind. Informatics, November, 2024

A Secure and Efficient Privacy Data Aggregation Mechanism.

Wenshuo Ma, Xinru Liu, Kan Yu, Chuanwen Luo, Guopeng Wang, Xiaowu Liu

Proceedings of the Wireless Artificial Intelligent Computing Systems and Applications, 2024

Mobile Crowd Sensing Online Quality Awareness Incentive Mechanism Based on Taxation and Data Aggregation.

Wenhao Zhang, Wenshuo Ma, Chunmei Yang, Kan Yu, Chuanwen Luo, Guangsheng Feng

Proceedings of the 20th International Conference on Mobility, Sensing and Networking, 2024

2023

Blockchain-based Reputation Management Scheme for the Internet of Vehicles.

Shijie Li, Xiaowu Liu, Wenshuo Ma, Kan Yu, Yangyang Liu

Proceedings of the IEEE International Conference on Data Mining, 2023

Transferable Adversarial Attack for Both Vision Transformers and Convolutional Networks via Momentum Integrated Gradients.

Wenshuo Ma, Yidong Li, Xiaofeng Jia, Wei Xu

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022

An Effective Comprehensive Trust Evaluation Model in WSNs.

Chengxin Xu, Wenshuo Ma, Xiaowu Liu

Proceedings of the Wireless Algorithms, Systems, and Applications, 2022

A Trust Secure Data Aggregation Model with Multiple Attributes for WSNs.

Zhaowei Li, Na Dang, Wenshuo Ma, Xiaowu Liu

Proceedings of the Wireless Algorithms, Systems, and Applications, 2022

2021

AI-assisted CT imaging analysis for COVID-19 screening: Building and deploying a medical AI system.

Bo Wang, Shuo Jin, Qingsen Yan, Haibo Xu, Chuan Luo, Lai Wei, Wei Zhao, Xuexue Hou, Wenshuo Ma, Zhengqing Xu, Zhuozhao Zheng, Wenbo Sun, Lan Lan, Wei Zhang, Xiangdong Mu, Chenxi Shi, Zhongxiao Wang, Jihae Lee, Jiahong Dong

Appl. Soft Comput., 2021

A Secret-Sharing-based Security Data Aggregation Scheme in Wireless Sensor Networks.

Xiaowu Liu, Wenshuo Ma, Jiguo Yu, Kan Yu, Jiaqi Xiang

Proceedings of the Wireless Algorithms, Systems, and Applications, 2021

2020

AABO: Adaptive Anchor Box Optimization for Object Detection via Bayesian Sub-sampling.

Wenshuo Ma, Tingzhong Tian, Hang Xu, Yimin Huang, Zhenguo Li

Proceedings of the Computer Vision - ECCV 2020, 2020