Qiushi Li / 李秋实

Postdoctoral Fellow
博士后研究员
Tsinghua University
清华大学
lqs (at) tsinghua.edu.cn


Biography

I am currently a postdoctoral fellow in the Department of Computer Science and Technology at Tsinghua University. I also received my Ph.D. in Computer Science and Technology at Tsinghua University. Prior to this, I obtained my bachelor’s degree from University of Electronic Science and Technology of China. My research lies at privacy-preserving machine learning and confidential computation.

I am currently looking for faculty positions on the 2024 academic job market.

Publications [Google Scholar]

  1. NDSS
    You Can Use But Cannot Recognize: Preserving Visual Privacy in Deep Neural Networks
    Qiushi Li, Yan Zhang, Ju Ren, Qi Li, Yaoxue Zhang
    Network and Distributed System Security (NDSS) Symposium 2024.

  2. DAC
    Privacy-Preserving DNN Training with Prefetched Meta-Keys on Heterogeneous Neural Network Accelerators
    Qiushi Li, Ju Ren, Yan Zhang, Chengru Song, Yiqiao Liao, Yaoxue Zhang
    IEEE/ACM Design Automation Conference (DAC) 2023.
    Oral

  3. ICDCS
    ENIGMA: Low-Latency and Privacy-Preserving Edge Inference on Heterogeneous Neural Network Accelerators
    Qiushi Li, Ju Ren, Xinglin Pan, Yuezhi Zhou, Yaoxue Zhang
    IEEE International Conference on Distributed Computing Systems (ICDCS) 2022.
    Oral

  4. ICC
    Privacy-Preserving DNN Model Authorization against Model Theft and Feature Leakage
    Qiushi Li, Ju Ren, Yuezhi Zhou, Yaoxue Zhang
    IEEE International Conference on Communications (ICC) 2022.
    Oral

  5. ACM MM
    InvisibleFL: Federated Learning over Non-Informative Intermediate Updates against Multimedia Privacy Leakages
    Qiushi Li, Wenwu Zhu, Chao Wu, Xinglin Pan, Fan Yang, Yuezhi Zhou, Yaoxue Zhang
    ACM International Conference on Multimedia (ACM MM) 2020.
    Oral

  6. TCC
    Exploring Potential and Feasibility of Binary Code Sharing in Mobile Computing
    Chao Wu, Lan Zhang, Zhenhua Li, Qiushi Li, Yaoxue Zhang
    IEEE Transactions on Cloud Computing (TCC).

  7. ICA3PP
    Accelerating Low-End Edge Computing with Cross-Kernel Functionality Abstraction
    Chao Wu, Yaoxue Zhang, Yuezhi Zhou, Qiushi Li
    International Conference on Algorithms and Architectures for Parallel Processing (ICA3PP).
    Best Paper Award

  8. TPDS
    Enabling Flexible Resource Allocation in Mobile Deep Learning Systems
    Chao Wu, Lan Zhang, Qiushi Li, Ziyan Fu, Wenwu Zhu, Yaoxue Zhang
    IEEE Transactions on Parallel and Distributed Systems (TPDS).

  9. ACM MM
    Rethinking HTTP Adaptive Streaming with the Mobile User Perception
    Chao Wu, Wenwu Zhu, Qiushi Li, Yaoxue Zhang
    ACM International Conference on Multimedia (ACM MM) 2017.

Funding / Awards

Reviewer Services

Contact

Email: lqs (at) tsinghua.edu.cn
Deprecated Email: lqs17@mails.tsinghua.edu.cn



Thanks for Yaoyao's academic homepage template.