Mingxi Lei

According to our database, Mingxi Lei authored at least 10 papers between 2020 and 2025.

Collaborative distances:

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

2025

Understanding Private Learning From Feature Perspective.

Meng Ding, Mingxi Lei, Shaopeng Fu, Shaowei Wang, Di Wang, Jinhui Xu

CoRR, November, 2025

Towards User-level Private Reinforcement Learning with Human Feedback.

Jiaming Zhang, Mingxi Lei, Meng Ding, Mengdi Li, Zihang Xiang, Difei Xu, Jinhui Xu, Di Wang

CoRR, February, 2025

Unifying domain gap in Federated Learning: A geometric approach.

Mingxi Lei, Meng Ding, Chunwei Ma, Ziyun Huang, Mingchen Gao, Jinhui Xu

Neurocomputing, 2025

Nearly Optimal Differentially Private ReLU Regression.

Meng Ding, Mingxi Lei, Shaowei Wang, Tianhang Zheng, Di Wang, Jinhui Xu

Proceedings of the Conference on Uncertainty in Artificial Intelligence, 2025

TTVD: Towards a Geometric Framework for Test-Time Adaptation Based on Voronoi Diagram.

Mingxi Lei, Chunwei Ma, Meng Ding, Yufan Zhou, Ziyun Huang, Jinhui Xu

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Improved Rates of Differentially Private Nonconvex-Strongly-Concave Minimax Optimization.

Ruijia Zhang, Mingxi Lei, Meng Ding, Zihang Xiang, Jinhui Xu, Di Wang

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

Revisiting Differentially Private ReLU Regression.

Meng Ding, Mingxi Lei, Liyang Zhu, Shaowei Wang, Di Wang, Jinhui Xu

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

2021

Benchmarking Various Radiomic Toolkit Features While Applying the Image Biomarker Standardization Initiative toward Clinical Translation of Radiomic Analysis.

Mingxi Lei, Bino A. Varghese, Darryl Hwang, Steven Y. Cen, Xiaomeng Lei, Desai Bhushan, Afshin Azadikhah, Assad A. Oberai, Vinay A. Duddalwar

J. Digit. Imaging, 2021

Wavelet-based CNN for Predicting PAP Adherence Using Overnight Polysomnography Recordings: a Pilot Study.

Mingxi Lei, Tom Maxim, Edwin Valladares, Eric Kezirian, B. Keith Jenkins

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

2020

Benchmarking features from different radiomics toolkits / toolboxes using Image Biomarkers Standardization Initiative.

Mingxi Lei, Bino A. Varghese, Darryl Hwang, Steven Y. Cen, Xiaomeng Lei, Afshin Azadikhah, Desai Bhushan, Assad A. Oberai, Vinay A. Duddalwar

CoRR, 2020