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2020 – today
- 2024
[c6]Jing Wu
, Munawar Hayat, Mingyi Zhou, Mehrtash Harandi:
Concealing Sensitive Samples against Gradient Leakage in Federated Learning. AAAI 2024: 21717-21725- [c5]Mingyi Zhou, Xiang Gao, Jing Wu, Kui Liu, Hailong Sun, Li Li:
Investigating White-Box Attacks for On-Device Models. ICSE 2024: 152:1-152:12 - [c4]Mingyi Zhou, Xiang Gao, Pei Liu, John Grundy, Chunyang Chen, Xiao Chen, Li Li:
Model-less Is the Best Model: Generating Pure Code Implementations to Replace On-Device DL Models. ISSTA 2024: 174-185 - [d1]Mingyi Zhou, Xiang Gao, Pei Liu, John Grundy, Chunyang Chen, Xiao Chen, Li Li:
CustomDLCoder: Generating Pure Code Implementations to Replace On-Device DL Models. Zenodo, 2024
- [i11]Mingyi Zhou, Xiang Gao, Jing Wu, Kui Liu, Hailong Sun, Li Li:
Investigating White-Box Attacks for On-Device Models. CoRR abs/2402.05493 (2024) - [i10]Mingyi Zhou, Xiang Gao, Pei Liu, John C. Grundy, Chunyang Chen, Xiao Chen, Li Li:
Model-less Is the Best Model: Generating Pure Code Implementations to Replace On-Device DL Models. CoRR abs/2403.16479 (2024) - [i9]Daihang Chen, Yonghui Liu, Mingyi Zhou, Yanjie Zhao, Haoyu Wang, Shuai Wang, Xiao Chen, Tegawendé F. Bissyandé, Jacques Klein, Li Li:
LLM for Mobile: An Initial Roadmap. CoRR abs/2407.06573 (2024) - [i8]Zhihao Lin, Wei Ma, Mingyi Zhou, Yanjie Zhao, Haoyu Wang, Yang Liu, Jun Wang, Li Li:
PathSeeker: Exploring LLM Security Vulnerabilities with a Reinforcement Learning-Based Jailbreak Approach. CoRR abs/2409.14177 (2024) - 2023
- [c3]Mingyi Zhou, Xiang Gao, Jing Wu, John C. Grundy, Xiao Chen, Chunyang Chen, Li Li:
ModelObfuscator: Obfuscating Model Information to Protect Deployed ML-Based Systems. ISSTA 2023: 1005-1017 - [i7]Mingyi Zhou, Xiang Gao, Jing Wu, John Grundy, Xiao Chen, Chunyang Chen, Li Li:
ModelObfuscator: Obfuscating Model Information to Protect Deployed ML-based Systems. CoRR abs/2306.06112 (2023) - 2022
- [j6]Jiawei Liu, Huijie Fan, Qiang Wang, Wentao Li, Yandong Tang, Danbo Wang, Mingyi Zhou, Li Chen:
Local Label Point Correction for Edge Detection of Overlapping Cervical Cells. Frontiers Neuroinformatics 16: 895290 (2022) - [i6]Jing Wu, Munawar Hayat, Mingyi Zhou, Mehrtash Harandi:
Defense against Privacy Leakage in Federated Learning. CoRR abs/2209.05724 (2022) - 2021
- [j5]Shuai Wang, Mingyi Zhou, Qianlai Zhuang, Liping Guo:
Prediction Potential of Remote Sensing-Related Variables in the Topsoil Organic Carbon Density of Liaohekou Coastal Wetlands, Northeast China. Remote. Sens. 13(20): 4106 (2021) - [c2]Hengling Zhao, Chih-Chien Tsai, Ce Zhu, Mingyi Zhou, Jiun-Jie Wang, Yipeng Liu:
Deep Learning-Based Regional Sub-models Integration for Parkinson's Disease Diagnosis Using Diffusion Tensor Imaging. ICIG (2) 2021: 742-753 - [i5]Jing Wu, Mingyi Zhou, Ce Zhu, Yipeng Liu, Mehrtash Harandi, Li Li:
Performance Evaluation of Adversarial Attacks: Discrepancies and Solutions. CoRR abs/2104.11103 (2021) - 2020
- [c1]Mingyi Zhou, Jing Wu, Yipeng Liu, Shuaicheng Liu, Ce Zhu:
DaST: Data-Free Substitute Training for Adversarial Attacks. CVPR 2020: 231-240 - [i4]Mingyi Zhou, Jing Wu, Yipeng Liu, Shuaicheng Liu, Ce Zhu:
DaST: Data-free Substitute Training for Adversarial Attacks. CoRR abs/2003.12703 (2020) - [i3]Mingyi Zhou, Jing Wu, Yipeng Liu, Xiaolin Huang, Shuaicheng Liu, Xiang Zhang, Ce Zhu:
Adversarial Imitation Attack. CoRR abs/2003.12760 (2020) - [i2]Jing Wu, Xiang Zhang, Mingyi Zhou, Ce Zhu:
ProbaNet: Proposal-balanced Network for Object Detection. CoRR abs/2005.02699 (2020) - [i1]Jing Wu, Mingyi Zhou, Shuaicheng Liu, Yipeng Liu, Ce Zhu:
Decision-based Universal Adversarial Attack. CoRR abs/2009.07024 (2020)
2010 – 2019
- 2019
- [j4]Liaqat Ali, Atiqur Rahman, Aurangzeb Khan, Mingyi Zhou, Ashir Javeed, Javed Ali Khan:
An Automated Diagnostic System for Heart Disease Prediction Based on χ2 Statistical Model and Optimally Configured Deep Neural Network. IEEE Access 7: 34938-34945 (2019) - [j3]Liaqat Ali, Ce Zhu, Noorbakhsh Amiri Golilarz, Ashir Javeed, Mingyi Zhou, Yipeng Liu:
Reliable Parkinson's Disease Detection by Analyzing Handwritten Drawings: Construction of an Unbiased Cascaded Learning System Based on Feature Selection and Adaptive Boosting Model. IEEE Access 7: 116480-116489 (2019) - [j2]Liaqat Ali, Ce Zhu, Mingyi Zhou, Yipeng Liu:
Early diagnosis of Parkinson's disease from multiple voice recordings by simultaneous sample and feature selection. Expert Syst. Appl. 137: 22-28 (2019) - [j1]Mingyi Zhou, Yipeng Liu, Zhen Long, Longxi Chen, Ce Zhu:
Tensor rank learning in CP decomposition via convolutional neural network. Signal Process. Image Commun. 73: 12-21 (2019)
Coauthor Index
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