Xinchen Lyu

Zhenyu Liu

CoRR, January, 2025

Overview of AI and communication for 6G network: fundamentals, challenges, and future research opportunities.

[BibT_eX]

[DOI]

Muhammad Khurram Khan

Abbas Jamalipour

Mohsen Guizani

Chau Yuen

Sci. China Inf. Sci., 2025

Boosting the Transferability of Adversarial Examples via Local Mixup and Adaptive Step Size.

[BibT_eX]

[DOI]

Chenyu Zhang

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

2024

Security-Communication-Computation Tradeoff of Split Decisions for Edge Intelligence.

[BibT_eX]

[DOI]

IEEE Wirel. Commun., June, 2024

Joint Long-Term Energy Efficient Scheduling and Beamforming Design for URLLC in Cell-Free MIMO Systems.

[BibT_eX]

[DOI]

IEEE Wirel. Commun. Lett., January, 2024

UDSem: A Unified Distributed Learning Framework for Semantic Communications Over Wireless Networks.

[BibT_eX]

[DOI]

IEEE Netw., January, 2024

Secure and Efficient Federated Learning With Provable Performance Guarantees via Stochastic Quantization.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2024

Similarity-Based Label Inference Attack Against Training and Inference of Split Learning.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2024

Online-Learning-Based Predictive Optimization of Uplink Scheduling for Industrial Internet-of-Things.

[BibT_eX]

[DOI]

Chenshan Ren

IEEE Open J. Commun. Soc., 2024

Topology-Driven Synchronization Interval Optimization for Latency-Constrained Geo-Decentralized Federated Learning.

[BibT_eX]

[DOI]

IEEE Open J. Commun. Soc., 2024

Hybrid learning of predictive mobile-edge computation offloading under differently-aged network states.

[BibT_eX]

[DOI]

Chenshan Ren

Wei Song

Future Gener. Comput. Syst., 2024

Sharp Bounds for Sequential Federated Learning on Heterogeneous Data.

[BibT_eX]

[DOI]

CoRR, 2024

Boosting the Transferability of Adversarial Examples via Local Mixup and Adaptive Step Size.

[BibT_eX]

[DOI]

CoRR, 2024

Communication-Efficient Topology Orchestration for Distributed Learning in UAV Networks.

[BibT_eX]

[DOI]

Proceedings of the International Wireless Communications and Mobile Computing, 2024

Mixed-Precision Arithmetic Transceiver for Massive MIMO Systems.

[BibT_eX]

[DOI]

Proceedings of the 2024 IEEE Global Communications Conference, 2024

2023

Scalable Aggregated Split Learning for Data-Driven Edge Intelligence on Internet-of-Things.

[BibT_eX]

[DOI]

IEEE Internet Things Mag., December, 2023

Distributed Graph-Based Optimization of Multicast Data Dissemination for Internet of Vehicles.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., March, 2023

Secure and Efficient Hierarchical Decentralized Learning for Internet of Vehicles.

[BibT_eX]

[DOI]

IEEE Open J. Commun. Soc., 2023

Convergence Analysis of Split Learning on Non-IID Data.

[BibT_eX]

[DOI]

CoRR, 2023

Masking-enabled Data Protection Approach for Accurate Split Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE Wireless Communications and Networking Conference, 2023

Convergence Analysis of Sequential Federated Learning on Heterogeneous Data.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Boosting Physical Layer Black-Box Attacks with Semantic Adversaries in Semantic Communications.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2023

Distance-Based Online Label Inference Attacks Against Split Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

Robust and Reliable Resource Provisioning for Delay-Critical Services with Traffic Uncertainty.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2023

2022

Online Optimization of Energy-Efficient User Association and Workload Offloading for Mobile Edge Computing.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2022

Online Offloading Scheduling for NOMA-Aided MEC Under Partial Device Knowledge.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2022

Clustering Label Inference Attack against Practical Split Learning.

[BibT_eX]

[DOI]

CoRR, 2022

2021

Online Learning of Optimal Proactive Schedule Based on Outdated Knowledge for Energy Harvesting Powered Internet-of-Things.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2021

Distributed Online Learning of Cooperative Caching in Edge Cloud.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., 2021

2020

Cooperative Computing Anytime, Anywhere: Ubiquitous Fog Services.

[BibT_eX]

[DOI]

IEEE Wirel. Commun., 2020

Virtual Service Placement for Edge Computing Under Finite Memory and Bandwidth.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2020

Distributed Online Optimization of Fog Computing for Internet of Things Under Finite Device Buffers.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2020

2019

Resource management of fog computing in future networks

[BibT_eX]

[DOI]

PhD thesis, 2019

Profitable Cooperative Region for Distributed Online Edge Caching.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2019

Optimal Online Data Partitioning for Geo-Distributed Machine Learning in Edge of Wireless Networks.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2019

Online Optimization of Wireless Powered Mobile-Edge Computing for Heterogeneous Industrial Internet of Things.

[BibT_eX]

[DOI]

Hao Wu

IEEE Internet Things J., 2019

Distributed Online Learning of Fog Computing Under Nonuniform Device Cardinality.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2019

2018

Distributed Online Optimization of Fog Computing for Selfish Devices With Out-of-Date Information.

[BibT_eX]

[DOI]

Georgios B. Giannakis

Arogyaswami Paulraj

IEEE Trans. Wirel. Commun., 2018

Energy-Efficient Admission of Delay-Sensitive Tasks for Mobile Edge Computing.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2018

Selective Offloading in Mobile Edge Computing for the Green Internet of Things.

[BibT_eX]

[DOI]

IEEE Netw., 2018

Multi-Timescale Decentralized Online Orchestration of Software-Defined Networks.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2018

Distributed Optimization of Collaborative Regions in Large-Scale Inhomogeneous Fog Computing.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2018

2017

Multiuser Joint Task Offloading and Resource Optimization in Proximate Clouds.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2017

Adaptive Centralized Clustering Framework for Software-Defined Ultra-Dense Wireless Networks.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2017

Optimal Schedule of Mobile Edge Computing for Internet of Things Using Partial Information.

[BibT_eX]

[DOI]

Georgios B. Giannakis

Arogyaswami Paulraj

IEEE J. Sel. Areas Commun., 2017

Edge Popularity Prediction Based on Social-Driven Propagation Dynamics.

[BibT_eX]

[DOI]

Shuo He

IEEE Commun. Lett., 2017

Distributed Cache Placement and User Association in Multicast-Aided Heterogeneous Networks.

[BibT_eX]

[DOI]

IEEE Access, 2017

2016

Adaptive Receding Horizon Offloading Strategy Under Dynamic Environment.

[BibT_eX]

[DOI]

IEEE Commun. Lett., 2016

An annulus-based access class barring scheme for stationary machine-type communications devices.

[BibT_eX]

[DOI]

Xiangdong Gao

Proceedings of the International Conference on Selected Topics in Mobile & Wireless Networking, 2016

Adaptive sequential offloading game for multi-cell Mobile Edge Computing.

[BibT_eX]

[DOI]

Maofei Deng