Selected Publications

2019 - Present

See Google Scholar for a comprehensive list of publications.

2022

2022

  1. Hybrid Local SGD for Federated Learning with Heterogeneous Communications
    Yuanxiong Guo, Ying Sun , Rui Hu , and 1 more author
    In International Conference on Learning Representations , 2022
  2. IoT Device Friendly and Communication-Efficient Federated Learning via Joint Model Pruning and Quantization
    Pavana Prakash , Jiahao Ding , Rui Chen , and 5 more authors
    IEEE Internet of Things Journal, 2022
  3. Constructing Mobile Crowdsourced COVID-19 Vulnerability Map with Geo-Indistinguishability
    Rui Chen , Liang Li , Ying Ma , and 4 more authors
    IEEE Internet of Things Journal, 2022
  4. Agent-Level Differentially Private Federated Learning via Compressed Model Perturbation
    Yuanxiong Guo, Rui Hu , and Yanmin Gong
    In IEEE Conference on Communications and Network Security , 2022
  5. Scalable and Low-Latency Federated Learning with Cooperative Mobile Edge Networking
    Zhenxiao Zhang , Zhidong Gao , Yuanxiong Guo, and 1 more author
    IEEE Transactions on Mobile Computing, 2022

2021

2021

  1. Aggregation-Based Colocation Datacenter Energy Management in Wholesale Markets
    Yuanxiong Guo, Miao Pan , and Yanmin Gong
    IEEE Transactions on Cloud Computing, 2021
  2. Data-Driven Spectrum Trading with Secondary Users’ Differential Privacy Preservation
    Jingyi Wang , Xinyue Zhang , Qixun Zhang , and 4 more authors
    IEEE Transactions on Dependable and Secure Computing, 2021
  3. Incentivizing differentially private federated learning: A multi-dimensional contract approach
    Maoqiang Wu , Dongdong Ye , Jiahao Ding , and 3 more authors
    IEEE Internet of Things Journal, 2021
  4. Data-Driven Caching with Users’ Content Preference Privacy in Information-Centric Networks
    Xinyue Zhang , Hongning Li , Jingyi Wang , and 4 more authors
    IEEE Transactions on Wireless Communications, 2021
  5. Federated Learning with Sparsification-Amplified Privacy and Adaptive Optimization
    Rui Hu , Yanmin Gong , and Yuanxiong Guo
    In IJCAI , 2021
  6. PRAM: a Practical Sybil-Proof Auction Mechanism for Dynamic Spectrum Access with Untruthful Attackers
    Xuewen Dong , Yuanyu Zhang , Yuanxiong Guo, and 3 more authors
    IEEE Transactions on Mobile Computing, 2021
  7. Concentrated Differentially Private Federated Learning With Performance Analysis
    Rui Hu , Yuanxiong Guo, and Yanmin Gong
    IEEE Open Journal of the Computer Society, 2021

2020

2020

  1. Joint Task Offloading and Resource Allocation in UAV-Enabled Mobile Edge Computing
    Zhe Yu , Yanmin Gong , Shimin Gong , and 1 more author
    IEEE Internet of Things Journal, 2020
  2. Personalized federated learning with differential privacy
    Rui Hu , Yuanxiong Guo, Hongning Li , and 2 more authors
    IEEE Internet of Things Journal, 2020
  3. Private Empirical Risk Minimization with Analytic Gaussian Mechanism for Healthcare System
    Jiahao Ding , Sai Mounika Errapotu , Yuanxiong Guo, and 3 more authors
    IEEE Transactions on Big Data, 2020

2019

2019

  1. Dynamic multi-tenant coordination for sustainable colocation data centers
    Yuanxiong Guo, Miao Pan , Yanmin Gong , and 1 more author
    IEEE Transactions on Cloud Computing, 2019
  2. Beef Up the Edge: Spectrum-Aware Placement of Edge Computing Services for the Internet of Things
    Haichuan Ding , Yuanxiong Guo, Xuanheng Li , and 1 more author
    IEEE Transactions on Mobile Computing, 2019
  3. DP-ADMM: ADMM-based distributed learning with differential privacy
    Zonghao Huang , Rui Hu , Yuanxiong Guo, and 2 more authors
    IEEE Transactions on Information Forensics and Security, 2019
  4. Exploiting backscatter-aided relay communications with hybrid access model in device-to-device networks
    Shimin Gong , Lin Gao , Jing Xu , and 3 more authors
    IEEE Transactions on Cognitive Communications and Networking, 2019