Mingyi Zhou

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 21

Top Topics

Statistical Model

Object Detection

Disease Diagnosis

Top Venues

Frontiers Neuroinformatics

Publications

Jing Wu, Munawar Hayat, Mingyi Zhou, Mehrtash Harandi
Concealing Sensitive Samples against Gradient Leakage in Federated Learning. AAAI (2024)
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 (2024)
Mingyi Zhou, Xiang Gao, Jing Wu, Kui Liu, Hailong Sun, Li Li
Investigating White-Box Attacks for On-Device Models. CoRR (2024)
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 (2024)
Mingyi Zhou, Xiang Gao, Jing Wu, Kui Liu, Hailong Sun, Li Li
Investigating White-Box Attacks for On-Device Models. ICSE (2024)
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)
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 (2023)
Jing Wu, Munawar Hayat, Mingyi Zhou, Mehrtash Harandi
Defense against Privacy Leakage in Federated Learning. CoRR (2022)
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 (2022)
Jing Wu, Mingyi Zhou, Ce Zhu, Yipeng Liu, Mehrtash Harandi, Li Li
Performance Evaluation of Adversarial Attacks: Discrepancies and Solutions. CoRR (2021)
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)
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) (2021)
Jing Wu, Mingyi Zhou, Shuaicheng Liu, Yipeng Liu, Ce Zhu
Decision-based Universal Adversarial Attack. CoRR (2020)
Jing Wu, Xiang Zhang, Mingyi Zhou, Ce Zhu
ProbaNet: Proposal-balanced Network for Object Detection. CoRR (2020)
Mingyi Zhou, Jing Wu, Yipeng Liu, Xiaolin Huang, Shuaicheng Liu, Xiang Zhang, Ce Zhu
Adversarial Imitation Attack. CoRR (2020)
Mingyi Zhou, Jing Wu, Yipeng Liu, Shuaicheng Liu, Ce Zhu
DaST: Data-free Substitute Training for Adversarial Attacks. CoRR (2020)
Mingyi Zhou, Jing Wu, Yipeng Liu, Shuaicheng Liu, Ce Zhu
DaST: Data-Free Substitute Training for Adversarial Attacks. CVPR (2020)
Liaqat Ali, Atiqur Rahman, Aurangzeb Khan, Mingyi Zhou, Ashir Javeed, Javed Ali Khan
Statistical Model and Optimally Configured Deep Neural Network. IEEE Access 7 (2019)
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 (2019)
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 (2019)
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 (2019)