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zzzucf/README.md

Zihang Zou

Academic homepage · Google Scholar · Research repositories

Selected research and code

Attention to Neural Plagiarism: Diffusion Models Can Plagiarize Your Copyrighted Images!

Zihang Zou, Boqing Gong, Liqiang Wang · ICCV 2025

Paper · DOI · arXiv · HTML full text · Code · BibTeX

Anti-Neuron Watermarking: Protecting Personal Data Against Unauthorized Neural Networks

Zihang Zou, Boqing Gong, Liqiang Wang · ECCV 2022

Published paper · arXiv · Open-access PDF · Code · BibTeX

Other publications

Year Publication Venue and resources
2026 Towards Lawful Autonomous Driving: Deriving Scenario-Aware Driving Requirements from Traffic Laws and Regulations Preprint · arXiv
2026 Vehicle-Dynamics-Aware Motion Planning for Pothole-Hazard Mitigation Journal of Intelligent and Connected Vehicles · Paper · Replication package
2024 Improving model robustness of traffic crash risk evaluation via adversarial mix-up under traffic flow fundamental diagram Accident Analysis & Prevention · Paper
2022 Personalized driving assistance algorithms: Case study of federated learning based forward collision warning Accident Analysis & Prevention · Paper · Public full text
2020 Convolutional neural networks with refined loss functions for the real-time crash risk analysis Transportation Research Part C: Emerging Technologies · Paper · Public full text

Dissertation

Towards Safe And Reliable AI Models · University of Central Florida, 2025

Institutional record and dissertation

Popular repositories Loading

  1. anti-neuron-watermarking anti-neuron-watermarking Public

    Official ECCV 2022 code for Anti-Neuron Watermarking: personal data ownership verification and detection of unauthorized neural network training.

    Jupyter Notebook 8

  2. lsgan-gp lsgan-gp Public

    Python 2 1

  3. State-Machine State-Machine Public

    State Machine Example

    C#

  4. lsgan lsgan Public

    Forked from guojunq/lsgan

    This is the project for LS-GAN (Loss-Sensitive GAN)

    Lua

  5. improved-gan improved-gan Public

    Forked from openai/improved-gan

    code for the paper "Improved Techniques for Training GANs"

    Python

  6. Neural-Plagiarism Neural-Plagiarism Public

    Official code for Attention to Neural Plagiarism: Diffusion Models Can Plagiarize Your Copyrighted Images! (ICCV 2025). Image copyright, forgery, and ownership ambiguity.

    Python