Yihui Jin | 金意辉

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Master's Student
Computer Vision
Carnegie Mellon University

I am currently a first-year master's student in the Master of Science in Computer Vision (MSCV) program at Carnegie Mellon University.

Before joining CMU, I received my B.E. degree in Information Security from the School of Cyber Science and Engineering (SCSE) at Wuhan University, where I conducted research under the supervision of Prof. Run Wang.

Research Interests: My research interests lie in Computer Vision, Multimodal Learning, and Trustworthy AI, with a particular interest in robust and safe vision systems.

News

Jun 11, 2025 One paper is accepted by Usenix Security 2025.

Competition and Awards

Aug 31, 2025 Second Prize, 10th China Collegiate Computing Contest – C4-Network Technology Challenge (National Level)
Aug 27, 2025 First Prize, Wuhan University Information Security Competition
Jun 01, 2025 First Prize, 18th Chinese Collegiate Computing Contest, Central South Division

Selected Publications

  1. arXiv
    bmo.png
    Mind Your Boundaries: Boundary-Aware Model Obfuscation against Cross-node Attack
    Yuyang Zhang, Yihui Jin, Kangjie Chen, Leyang Wu, and Run Wang
    arXiv preprint arXiv:2610.27135, Oct 2026
    arXiv PDF
  2. arXiv
    momicry.png
    Model Exposure on One Device Endangers Others: Rethinking Edge Neural Network Security across Devices
    Yuyang Zhang, Kangjie Chen, Yihui Jin, and Run Wang
    arXiv preprint arXiv:2610.27152, Oct 2026
    arXiv PDF
  3. USENIX Security
    Overview_of_proposed_USD.png
    USD: NSFW Content Detection for Text-to-Image Models via Scene Graph
    Yuyang Zhang, Kangjie Chen, Xudong Jiang, Jiahui Wen, Yihui Jin, Ziyou Liang, Yihao Huang, Run Wang, and Lina Wang
    In Proceedings of the 34th USENIX Security Symposium, Aug 2025
    HTML

Education and Experience

Carnegie Mellon University Robotics Institute
Master of Science in Computer Vision Pittsburgh, PA, USA
Aug. 2026 – Present
Wuhan University School of Cyber Science and Engineering
Bachelor in Information Security Wuhan, China
Sep. 2022 – Jun. 2026