Publications

* means equal contribution

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), 2024
  2. Dynamic Routing in Space-Ground Integrated Quantum Networks  [paper]
    Tianjie Hu, Jindi Wu, and Qun Li
    2024 IEEE Military Communications Conference (MILCOM), 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), 2024
  4. Q-id: Lightweight quantum network server identification through fingerprinting  [paper]
    Jindi Wu, Tianjie Hu, and Qun Li
    IEEE Network, 2024
  5. Distributed quantum machine learning: Federated and model-parallel approaches  [paper]
    Jindi Wu, Tianjie Hu, and Qun Li
    IEEE Internet Computing, 2024

2023

  1. SurfaceNet: Fault-tolerant quantum networks with surface codes  [paper]
    Tianjie Hu, Jindi Wu, and Qun Li
    IEEE Network, 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), 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), 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), 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), 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, 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, 2020