publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2026

  1. MazeBreaker: Multi-Agent Reinforcement Learning for Dynamic Jailbreaking of LLM Security Defenses
    Zhihao Lin, Wei Ma, Mingyi Zhou, Yanjie Zhao, Haoyu Wang, Yang Liu, Jun Wang, and Li Li
    In Accepted by ICSE’26, 2026

2025

  1. Privacy Protection Against Personalized Text-to-Image Synthesis via Cross-image Consistency Constraints
    Guanyu Wang, Kailong Wang, Yihao Huang, Mingyi Zhou, Geguang Pu, Li Li, and  others
    arXiv preprint arXiv:2504.12747, 2025
  2. UICOMPASS: UI Map Guided Mobile Task Automation via Adaptive Action Generation
    Yuanzhang Lin, Zhe Zhang, Qingao Dong, Mingyi Zhou, Jing Zhang, Xiang Gao, and Hailong Sun
    In Accepted by EMNLP’25 Main, 2025
  3. IMU: Influence-guided Machine Unlearning
    Xindi Fan, Jing Wu, Mingyi Zhou, Pengwei Liang, and Dinh Phung
    arXiv preprint arXiv:2508.01620, 2025
  4. HapTest: The Dynamic Analysis Framework for OpenHarmony
    Farong Liu*Mingyi Zhou*, Yakun Zhang, Ting Su, Bo Sun, Jacques Klein, Xiang Gao, and Li Li
    In Proceedings of the 33rd ACM International Conference on the Foundations of Software Engineering, 2025
  5. HapRepair: Learn to Repair OpenHarmony Apps
    Zhihao Lin*Mingyi Zhou*, Wei Ma, Chi Chen, Yun Yang, Jun Wang, Chunming Hu, and Li Li
    In Proceedings of the 33rd ACM International Conference on the Foundations of Software Engineering, 2025
  6. ArkAnalyzer: The Static Analysis Framework for OpenHarmony
    Haonan Chen, Daihang Chen, Yizhuo Yang, Lingyun Xu, Liang Gao, Mingyi Zhou, Chunming Hu, and Li Li
    In 2025 IEEE/ACM 47th International Conference on Software Engineering: Software Engineering in Practice (ICSE-SEIP), 2025

2024

  1. LLM for Mobile: An Initial Roadmap
    Daihang Chen, Yonghui Liu, Mingyi Zhou, Yanjie Zhao, Haoyu Wang, Shuai Wang, Xiao Chen, Tegawende F. Bissyande, Jacques Klein, and Li Li
    ACM Trans. Softw. Eng. Methodol., Dec 2024
  2. ASE2024_DynaMO.png
    DynaMO: Protecting Mobile DL Models through Coupling Obfuscated DL Operators
    Mingyi Zhou, Xiang Gao, Xiao Chen, Chunyang Chen, John Grundy, and Li Li
    In Proceedings of the 39th IEEE/ACM International Conference on Automated Software Engineering, Sacramento, CA, USA, Dec 2024
  3. ISSTA2024_DLCustomCoder.png
    Model-less Is the Best Model: Generating Pure Code Implementations to Replace On-Device DL Models
    Mingyi Zhou, Xiang Gao, Pei Liu, John Grundy, Chunyang Chen, Xiao Chen, and Li Li
    In Proceedings of the 33rd ACM SIGSOFT International Symposium on Software Testing and Analysis, Vienna, Austria, Dec 2024
  4. AAAI2024_DCS2.png
    Concealing Sensitive Samples against Gradient Leakage in Federated Learning
    Jing Wu, Munawar Hayat, Mingyi Zhou, and Mehrtash Harandi
    Proceedings of the AAAI Conference on Artificial Intelligence, Mar 2024
  5. ICSE2024_REOM.png
    Investigating White-Box Attacks for On-Device Models
    Mingyi Zhou, Xiang Gao, Jing Wu, Kui Liu, Hailong Sun, and Li Li
    In Proceedings of the IEEE/ACM 46th International Conference on Software Engineering, Lisbon, Portugal, Mar 2024

2023

  1. ISSTA2023_ModelObfuscator.png
    ModelObfuscator: Obfuscating Model Information to Protect Deployed ML-Based Systems
    Mingyi Zhou, Xiang Gao, Jing Wu, John Grundy, Xiao Chen, Chunyang Chen, and Li Li
    In Proceedings of the 32nd ACM SIGSOFT International Symposium on Software Testing and Analysis, Seattle, WA, USA, Mar 2023

2022

  1. Deep learning based diagnosis of Parkinson’s Disease using diffusion magnetic resonance imaging
    Hengling Zhao, Chih-Chien Tsai, Mingyi Zhou, Yipeng Liu, Yao-Liang Chen, Fan Huang, Yu-Chun Lin, and Jiun-Jie Wang
    Brain imaging and behavior, Mar 2022

2020

  1. CVPR2020_DaST.png
    [Oral, Top 4.5%] DaST: Data-Free Substitute Training for Adversarial Attacks
    Mingyi Zhou*, Jing Wu*, Yipeng Liu, Shuaicheng Liu, and Ce Zhu
    In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, Mar 2020

2019

  1. Tensor rank learning in CP decomposition via convolutional neural network
    Mingyi Zhou, Yipeng Liu, Zhen Long, Longxi Chen, and Ce Zhu
    Signal Processing: Image Communication, Mar 2019
  2. Early diagnosis of Parkinson’s disease from multiple voice recordings by simultaneous sample and feature selection
    Liaqat Ali, Ce Zhu, Mingyi Zhou, and Yipeng Liu
    Expert Systems with Applications, Mar 2019