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2020 – today
- 2025
[j2]Mingxi Lei
, Meng Ding, Chunwei Ma, Ziyun Huang, Mingchen Gao, Jinhui Xu:
Unifying domain gap in Federated Learning: A geometric approach. Neurocomputing 617: 128813 (2025)- [c5]Ruijia Zhang, Mingxi Lei, Meng Ding, Zihang Xiang, Jinhui Xu, Di Wang:
Improved Rates of Differentially Private Nonconvex-Strongly-Concave Minimax Optimization. AAAI 2025: 22524-22532 - [c4]Mingxi Lei, Chunwei Ma, Meng Ding, Yufan Zhou, Ziyun Huang, Jinhui Xu:
TTVD: Towards a Geometric Framework for Test-Time Adaptation Based on Voronoi Diagram. ICLR 2025 - [c3]Meng Ding, Mingxi Lei, Shaowei Wang, Tianhang Zheng, Di Wang, Jinhui Xu:
Nearly Optimal Differentially Private ReLU Regression. UAI 2025: 1003-1038 - [i5]Jiaming Zhang, Mingxi Lei, Meng Ding, Mengdi Li, Zihang Xiang, Difei Xu, Jinhui Xu, Di Wang:
Towards User-level Private Reinforcement Learning with Human Feedback. CoRR abs/2502.17515 (2025) - [i4]Meng Ding, Mingxi Lei, Shaowei Wang, Tianhang Zheng, Di Wang, Jinhui Xu:
Nearly Optimal Differentially Private ReLU Regression. CoRR abs/2503.06009 (2025) - [i3]Ruijia Zhang, Mingxi Lei, Meng Ding, Zihang Xiang, Jinhui Xu, Di Wang:
Improved Rates of Differentially Private Nonconvex-Strongly-Concave Minimax Optimization. CoRR abs/2503.18317 (2025) - 2024
- [c2]Meng Ding, Mingxi Lei, Liyang Zhu, Shaowei Wang, Di Wang, Jinhui Xu:
Revisiting Differentially Private ReLU Regression. NeurIPS 2024 - [i2]Mingxi Lei, Chunwei Ma, Meng Ding, Yufan Zhou, Ziyun Huang, Jinhui Xu:
TTVD: Towards a Geometric Framework for Test-Time Adaptation Based on Voronoi Diagram. CoRR abs/2412.07980 (2024) - 2021
- [j1]Mingxi Lei, Bino A. Varghese, Darryl Hwang, Steven Y. Cen, Xiaomeng Lei, Desai Bhushan, Afshin Azadikhah, Assad A. Oberai, Vinay A. Duddalwar:
Benchmarking Various Radiomic Toolkit Features While Applying the Image Biomarker Standardization Initiative toward Clinical Translation of Radiomic Analysis. J. Digit. Imaging 34(5): 1156-1170 (2021) - [c1]Mingxi Lei, Tom Maxim, Edwin Valladares, Eric Kezirian, B. Keith Jenkins:
Wavelet-based CNN for Predicting PAP Adherence Using Overnight Polysomnography Recordings: a Pilot Study. EMBC 2021: 616-620 - 2020
- [i1]Mingxi Lei, Bino A. Varghese, Darryl Hwang, Steven Y. Cen, Xiaomeng Lei, Afshin Azadikhah, Desai Bhushan, Assad A. Oberai, Vinay A. Duddalwar:
Benchmarking features from different radiomics toolkits / toolboxes using Image Biomarkers Standardization Initiative. CoRR abs/2006.12761 (2020)
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