2024
Security-Communication-Computation Tradeoff of Split Decisions for Edge Intelligence.
IEEE Wirel. Commun., June, 2024
Secure and Efficient Federated Learning With Provable Performance Guarantees via Stochastic Quantization.
IEEE Trans. Inf. Forensics Secur., 2024
Online-Learning-Based Predictive Optimization of Uplink Scheduling for Industrial Internet-of-Things.
IEEE Open J. Commun. Soc., 2024
Hybrid learning of predictive mobile-edge computation offloading under differently-aged network states.
Future Gener. Comput. Syst., 2024
Communication-Efficient Topology Orchestration for Distributed Learning in UAV Networks.
Proceedings of the International Wireless Communications and Mobile Computing, 2024
2023
Scalable Aggregated Split Learning for Data-Driven Edge Intelligence on Internet-of-Things.
IEEE Internet Things Mag., December, 2023
Distributed Graph-Based Optimization of Multicast Data Dissemination for Internet of Vehicles.
IEEE Trans. Intell. Transp. Syst., March, 2023
Masking-enabled Data Protection Approach for Accurate Split Learning.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2023
Robust and Reliable Resource Provisioning for Delay-Critical Services with Traffic Uncertainty.
Proceedings of the IEEE Global Communications Conference, 2023
2021
Online Learning of Optimal Proactive Schedule Based on Outdated Knowledge for Energy Harvesting Powered Internet-of-Things.
IEEE Trans. Wirel. Commun., 2021
Distributed Online Learning of Cooperative Caching in Edge Cloud.
IEEE Trans. Mob. Comput., 2021
Multi-objective Joint Optimization of Communication-Computation-Caching Resources in Mobile Edge Computing.
Proceedings of the 10th IEEE/CIC International Conference on Communications in China, 2021
2020
Mobile Edge Computing for Future Internet-of-Things
PhD thesis, 2020
Cooperative Computing Anytime, Anywhere: Ubiquitous Fog Services.
IEEE Wirel. Commun., 2020
Distributed Online Optimization of Fog Computing for Internet of Things Under Finite Device Buffers.
IEEE Internet Things J., 2020
2019
Profitable Cooperative Region for Distributed Online Edge Caching.
IEEE Trans. Commun., 2019
Optimal Online Data Partitioning for Geo-Distributed Machine Learning in Edge of Wireless Networks.
IEEE J. Sel. Areas Commun., 2019
Distributed Online Learning of Fog Computing Under Nonuniform Device Cardinality.
IEEE Internet Things J., 2019
2018
Multi-Timescale Decentralized Online Orchestration of Software-Defined Networks.
IEEE J. Sel. Areas Commun., 2018
Distributed Optimization of Collaborative Regions in Large-Scale Inhomogeneous Fog Computing.
IEEE J. Sel. Areas Commun., 2018
2016
Energy Efficient Cell Selection in Small Cell Networks With Constrained Backhaul Links.
IEEE Commun. Lett., 2016
Cooperative Load Balancing in OFDMA Small Cell Networks.
Proceedings of the 10th International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing, 2016