Home
Research
Teaching
Service
Students
Talks
Biography

Research

For full paper list, please refer to Google Scholar Page.

TAI

Selected papers:

  1. Mercury: Fast and Optimal Device Placement for Large Deep Learning Models
    H. Xu, P. Zhou*, H. Xie, Y. Liao
    ACM ICPP 2023. Paper

  2. FedACK: Federated Adversarial Contrastive Knowledge Distillation for Cross-Lingual and Cross-Model Social Bot Detection
    Y. Yang, R. Yang, Y. Li, H. Peng, T. Li, Y. Liao and P. Zhou*
    ACM WWW 2023. Paper, Code

  3. Are you left out? an efficient and fair federated learning for personalized profiles on wearable devices of inferior networking conditions
    P. Zhou, H. Xu, L. Lee, P. Fang, P. Hui
    ACM UBICOMP 2022. Paper, Code

  4. Hidenseek: Federated lottery ticket via server-side pruning and sign supermask
    A. Vallapuram, P. Zhou*, Y. Kwon, L. Lee, H. Xu, P. Hui
    arXiv preprint arXiv:2206.04385, 2022. Paper

  5. DRLE: Decentralized Reinforcement Learning at the Edge for Traffic Light Control in the IoV
    P. Zhou, X. Chen, Z. Liu, T. Braud, P. Hui, J. Kangasharju
    IEEE Transactions on Intelligent Transportation Systems, 2021. Paper, Code

TXR

Selected papers:

  1. FRAS: Federated Reinforcement Learning empowered Adaptive Point Cloud Video Streaming
    Y. Gao, Z. Liu, B. Han, P. Hui, P. Zhou*
    arXiv preprint arXiv:2207.07394, 2023. Paper

  2. Augmented Informative Cooperative Perception
    P. Zhou*, P. Kortoci, Y. Yau, T. Braud, X. Wang, B. Finley, L. Lee, S. Tarkoma, J. Kangasharju, P. Hui
    IEEE Transactions on Intelligent Transportation Systems, 2022. Paper

  3. Edgexar: A 6-dof camera multi-target interaction framework for mar with user-friendly latency compensation
    W. Zhang, S. Lin, F. Bijarbooneh, H. Cheng, T. Braud, P. Zhou, L. Lee, P. Hui
    Proceedings of the ACM on Human-Computer Interaction, 2022. Paper

  4. 5G MEC Computation Handoff for Mobile Augmented Reality
    P. Zhou, S. Fu, B. Finley, X. Li, S. Tarkoma, J. Kangasharju, M. Ammar, P. Hui
    arXiv preprint arXiv:2101.00256, 2021. Paper

  5. Multipath computation offloading for mobile augmented reality
    T. Braud, P. Zhou, J. Kangasharju, P. Hui
    IEEE Percom 2020. Paper

  6. Edge-facilitated Augmented Vision in Vehicle-to-Everything Networks
    P. Zhou, T. Braud, A. Zavodovski, Z. Liu, X. Chen, P. Hui, J. Kangasharju
    IEEE Transactions on Vehicular Technology, 2020. Paper