Publications

* means equal contribution

2026

  1. A Fine-Grained and Efficient Reliability Analysis Framework for Noisy Quantum Circuits 
    Jindi Wu, Tianjie Hu, and Qun Li
    ACM International Conference on Measurement and Modeling of Computer Systems (SIGMETRICS), Mar 2026

2025

  1. Disparity Surface Code: Optimizing Error Correction in Quantum Networks  [paper]
    Tianjie Hu, Jindi Wu, and Qun Li
    2025 IEEE International Conference on Quantum Computing and Engineering (QCE), Mar 2025
  2. QuanGuard: Error Evolution–based Fingerprinting for Fraud Detection in Quantum Cloud Services  
    Jindi Wu, Tianjie Hu, and Qun Li
    IEEE Transactions on Computers , Dec 2025

2024

  1. Detecting Fraudulent Services on Quantum Cloud Platforms via Dynamic Fingerprinting  [paper]
    Jindi Wu, Tianjie Hu, and Qun Li
    43rd IEEE/ACM International Conference on Computer-Aided Design (ICCAD), Dec 2024
  2. Dynamic Routing in Space-Ground Integrated Quantum Networks  [paper]
    Tianjie Hu, Jindi Wu, and Qun Li
    2024 IEEE Military Communications Conference (MILCOM), Dec 2024
  3. Quantum network routing based on surface code error correction  [paper]
    Tianjie Hu, Jindi Wu, and Qun Li
    2024 IEEE 44th International Conference on Distributed Computing Systems (ICDCS), Dec 2024
  4. Q-id: Lightweight quantum network server identification through fingerprinting  [paper]
    Jindi Wu, Tianjie Hu, and Qun Li
    IEEE Network, Dec 2024
  5. Distributed quantum machine learning: Federated and model-parallel approaches  [paper]
    Jindi Wu, Tianjie Hu, and Qun Li
    IEEE Internet Computing, Dec 2024

2023

  1. SurfaceNet: Fault-tolerant quantum networks with surface codes  [paper]
    Tianjie Hu, Jindi Wu, and Qun Li
    IEEE Network, Dec 2023
  2. MORE: Measurement and correlation based variational quantum circuit for multi-classification  [paper]
    Jindi Wu, Tianjie Hu, and Qun Li
    2023 IEEE International Conference on Quantum Computing and Engineering (QCE), Dec 2023
  3. Laws: Look around and warm-start natural gradient descent for quantum neural networks  [paper]
    Zeyi Tao, Jindi Wu, Qi Xia, and 1 more author
    2023 IEEE International Conference on Quantum Software (QSW), Dec 2023

2022

  1. Scalable quantum neural networks for classification  [paper]
    Jindi Wu, Zeyi Tao, and Qun Li
    2022 IEEE International Conference on Quantum Computing and Engineering (QCE), Dec 2022

2021

  1. Efficient privacy-preserving federated learning for resource-constrained edge devices  [paper]
    Jindi Wu, Qi Xia, and Qun Li
    2021 17th International Conference on Mobility, Sensing and Networking (MSN), Dec 2021
  2. A survey of federated learning for edge computing: Research problems and solutions  [paper]
    Qi Xia, Winson Ye, Zeyi Tao, and 2 more authors
    High-Confidence Computing, Dec 2021

2020

  1. SAFE: Similarity-aware multi-modal fake news detection  [paper]
    Xinyi Zhou*, Jindi Wu*, and Reza Zafarani
    Pacific-Asia Conference on knowledge discovery and data mining, Dec 2020