Selected Publications

2019 - Present

See Google Scholar for a comprehensive list of publications.

2022

  1. ICLR
    Hybrid Local SGD for Federated Learning with Heterogeneous Communications
    Yuanxiong Guo, Ying Sun, Rui Hu, and Yanmin Gong
    International Conference on Learning Representations, 2022
  2. IoT-J
    IoT Device Friendly and Communication-Efficient Federated Learning via Joint Model Pruning and Quantization
    Pavana Prakash, Jiahao Ding, Rui Chen, Xiaoqi Qin, Minglei Shu, Qimei Cui, Yuanxiong Guo, and Miao Pan
    IEEE Internet of Things Journal, vol. 9, pp. 13638-13650, 2022
  3. IoT-J
    Constructing Mobile Crowdsourced COVID-19 Vulnerability Map with Geo-Indistinguishability
    Rui Chen, Liang Li, Ying Ma, Yanmin Gong, Yuanxiong Guo, Tomoaki Ohtsuki, and Miao Pan
    IEEE Internet of Things Journal, 2022
  4. CNS
    Agent-Level Differentially Private Federated Learning via Compressed Model Perturbation
    Yuanxiong Guo, Rui Hu, and Yanmin Gong
    IEEE Conference on Communications and Network Security, 2022
  5. TMC
    Scalable and Low-Latency Federated Learning with Cooperative Mobile Edge Networking
    Zhenxiao Zhang, Zhidong Gao, Yuanxiong Guo, and Yanmin Gong
    IEEE Transactions on Mobile Computing, 2022

2021

  1. TCC
    Aggregation-Based Colocation Datacenter Energy Management in Wholesale Markets
    Yuanxiong Guo, Miao Pan, and Yanmin Gong
    IEEE Transactions on Cloud Computing, vol. 9, no. 01, pp. 66–78, 2021
  2. TDSC
    Data-Driven Spectrum Trading with Secondary Users’ Differential Privacy Preservation
    Jingyi Wang, Xinyue Zhang, Qixun Zhang, Ming Li, Yuanxiong Guo, Zhiyong Feng, and Miao Pan
    IEEE Transactions on Dependable and Secure Computing, vol. 20, no. 9, pp. 5744–5753, 2021
  3. IoT-J
    Incentivizing differentially private federated learning: A multi-dimensional contract approach
    Maoqiang Wu, Dongdong Ye, Jiahao Ding, Yuanxiong Guo, Rong Yu, and Miao Pan
    IEEE Internet of Things Journal, vol. 8, no. 13, pp. 10639–10651, 2021
  4. TWC
    Data-Driven Caching with Users’ Content Preference Privacy in Information-Centric Networks
    Xinyue Zhang, Hongning Li, Jingyi Wang, Yuanxiong Guo, Qingqi Pei, Pan Li, and Miao Pan
    IEEE Transactions on Wireless Communications, 2021
  5. IJCAI
    Federated Learning with Sparsification-Amplified Privacy and Adaptive Optimization
    Rui Hu, Yanmin Gong, and Yuanxiong Guo
    IJCAI, 2021
  6. TMC
    PRAM: a Practical Sybil-Proof Auction Mechanism for Dynamic Spectrum Access with Untruthful Attackers
    Xuewen Dong, Yuanyu Zhang, Yuanxiong Guo, Yanmin Gong, Yulong Shen, and Jianfeng Ma
    IEEE Transactions on Mobile Computing, 2021
  7. OJ-CS
    Concentrated Differentially Private Federated Learning With Performance Analysis
    Rui Hu, Yuanxiong Guo, and Yanmin Gong
    IEEE Open Journal of the Computer Society, vol. 2, pp. 276–289, 2021

2020

  1. IoT-J
    Joint Task Offloading and Resource Allocation in UAV-Enabled Mobile Edge Computing
    Zhe Yu, Yanmin Gong, Shimin Gong, and Yuanxiong Guo
    IEEE Internet of Things Journal, vol. 7, no. 4, pp. 3147–3159, 2020
  2. IoT-J
    Personalized federated learning with differential privacy
    Rui Hu, Yuanxiong Guo, Hongning Li, Qingqi Pei, and Yanmin Gong
    IEEE Internet of Things Journal, vol. 7, no. 10, pp. 9530–9539, 2020
  3. TBD
    Private Empirical Risk Minimization with Analytic Gaussian Mechanism for Healthcare System
    Jiahao Ding, Sai Mounika Errapotu, Yuanxiong Guo, Haixia Zhang, Dongfeng Yuan, and Miao Pan
    IEEE Transactions on Big Data, 2020

2019

  1. TCC
    Dynamic multi-tenant coordination for sustainable colocation data centers
    Yuanxiong Guo, Miao Pan, Yanmin Gong, and Yuguang Fang
    IEEE Transactions on Cloud Computing, vol. 7, no. 3, pp. 733–743, 2019
  2. TMC
    Beef Up the Edge: Spectrum-Aware Placement of Edge Computing Services for the Internet of Things
    Haichuan Ding, Yuanxiong Guo, Xuanheng Li, and Yuguang Fang
    IEEE Transactions on Mobile Computing, vol. 18, no. 12, pp. 2783–2795, 2019
  3. TIFS
    DP-ADMM: ADMM-based distributed learning with differential privacy
    Zonghao Huang, Rui Hu, Yuanxiong Guo, Eric Chan-Tin, and Yanmin Gong
    IEEE Transactions on Information Forensics and Security, vol. 15, pp. 1002–1012, 2019
  4. TCCN
    Exploiting backscatter-aided relay communications with hybrid access model in device-to-device networks
    Shimin Gong, Lin Gao, Jing Xu, Yuanxiong Guo, Dinh Thai Hoang, and Dusit Niyato
    IEEE Transactions on Cognitive Communications and Networking, vol. 5, no. 4, pp. 835–848, 2019