2026

  1. NSDI
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    Making Logic a First-Class Citizen in Network Data Generation with ML
    Hongyu Hè ,  Minhao Jin ,  and  Maria Apostolaki
    In 23th USENIX Symposium on Networked Systems Design and Implementation (NSDI 26) , 2026
    PDF

2025

  1. arxiv
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    Assessing User Privacy Leakage in Synthetic Packet Traces: An Attack-Grounded Approach
    Minhao Jin ,  Hongyu He ,  and  Maria Apostolaki
    2025
    PDF
  2. USENIX Security
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    Robustifying ML-powered Network Classifiers with PANTS
    Minhao Jin ,  and  Maria Apostolaki
    In 34rd USENIX Security Symposium (USENIX Security 25) , 2025
    PDF Code

2023

  1. MS Thesis
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    Improving Managed Network Services Using Cooperative Synthetic Data Augmentation
    Minhao Jin
    May 2023
    PDF

2022

  1. SIGCOMM
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    Practical GAN-Based Synthetic IP Header Trace Generation Using NetShare
    Yucheng Yin ,  Zinan Lin ,  Minhao Jin , and 2 more authors
    In Proceedings of the ACM SIGCOMM 2022 Conference , May 2022
    PDF Code

2021

  1. IJCARS
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    Towards accurate and interpretable surgical skill assessment: a video-based method for skill score prediction and guiding feedback generation
    Tianyu Wang ,  Minhao Jin ,  and  Mian Li
    International Journal of Computer Assisted Radiology and Surgery, Sep 2021

2020

  1. SAC
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    Towards a Data-Driven Method for RGB Video-Based Hand Action Quality Assessment in Real Time
    Tianyu Wang ,  Minhao Jin ,  Jingying Wang , and 2 more authors
    In Proceedings of the 35th Annual ACM Symposium on Applied Computing , Sep 2020
    PDF