Kun Guo

Orcid: 0000-0003-1251-3578

Affiliations:
  • East China Normal University, School of Communications and Electronics Engineering, Shanghai, China
  • Singapore University of Technology and Design, SUTD, Information Systems Technology and Design, ISTD, Pillar, Singapore (2019-2021)
  • Xidian University, State Key Laboratory of Integrated Services Network, Xi'an, China (PhD 2019)


According to our database1, Kun Guo authored at least 50 papers between 2014 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Bibliography

2024
Energy-Efficient URLLC Service Provision via a Near-Space Information Network.
IEEE Trans. Wirel. Commun., August, 2024

Semantic Communication Empowered NTN for IoT: Benefits and Challenges.
IEEE Netw., July, 2024

Client Scheduling for Multiserver Federated Learning in Industrial IoT With Unreliable Communications.
IEEE Internet Things J., May, 2024

Towards Effective Resource Procurement in MEC: A Resource Re-Selling Framework.
IEEE Trans. Serv. Comput., 2024

FedDS: Data Selection for Streaming Federated Learning with Limited Storage.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2024

SemSAN: Semantic Satellite Access Network Slicing for NextG Non-Terrestrial Networks.
Proceedings of the IEEE International Conference on Communications, 2024

2023
Spatially-Temporally Collaborative Service Placement and Task Scheduling in MEC Networks.
IEEE Trans. Veh. Technol., December, 2023

Hierarchical Personalized Federated Learning Over Massive Mobile Edge Computing Networks.
IEEE Trans. Wirel. Commun., November, 2023

Joint Network Topology Inference via Structural Fusion Regularization.
IEEE Trans. Knowl. Data Eng., October, 2023

Automated Federated Learning in Mobile-Edge Networks - Fast Adaptation and Convergence.
IEEE Internet Things J., August, 2023

Deep unfolding based optimization framework of fractional programming for wireless communication systems.
Wirel. Networks, July, 2023

MDC Enhanced IoT Networks: Network Modeling and Performance Analysis.
IEEE Trans. Green Commun. Netw., June, 2023

Semi-Synchronous Personalized Federated Learning Over Mobile Edge Networks.
IEEE Trans. Wirel. Commun., April, 2023

The Potential of LEO Satellites in 6G Space-Air-Ground Enabled Access Networks.
CoRR, 2023

Joint Local Training and Device Scheduling for Heterogeneous Federated Learning.
Proceedings of the International Conference on Wireless Communications and Signal Processing, 2023

Client Scheduling for Unreliable Semi-Decentralized Federated Learning.
Proceedings of the 23rd IEEE International Conference on Communication Technology, 2023

Split Learning in Wireless Networks: A Communication and Computation Adaptive Scheme.
Proceedings of the IEEE/CIC International Conference on Communications in China, 2023

2022
GRACGE: Graph Signal Clustering and Multiple Graph Estimation.
IEEE Trans. Signal Process., 2022

Fresh, Fair and Energy-Efficient Content Provision in a Private and Cache-Enabled UAV Network.
IEEE J. Sel. Top. Signal Process., 2022

Dynamic Scheduling for Heterogeneous Federated Learning in Private 5G Edge Networks.
IEEE J. Sel. Top. Signal Process., 2022

Collaborative Data Offloading for Earth Observation Satellite Networks.
IEEE Commun. Lett., 2022

FIRE: A Failure-Adaptive Reinforcement Learning Framework for Edge Computing Migrations.
CoRR, 2022

Semi-Synchronous Personalized Federated Learning over Mobile Edge Networks.
CoRR, 2022

Towards Effective Resource Procurement in MEC: a Resource Re-selling Framework.
CoRR, 2022

Reinforcement Learning-Empowered Mobile Edge Computing for 6G Edge Intelligence.
IEEE Access, 2022

2021
Robust Computation Offloading in Fog Radio Access Network With Fronthaul Compression.
IEEE Trans. Wirel. Commun., 2021

Cooperative Content Replacement and Recommendation in Small Cell Networks.
IEEE Trans. Wirel. Commun., 2021

Joint Optimization of Base Station Activation and User Association in Ultra Dense Networks Under Traffic Uncertainty.
IEEE Trans. Commun., 2021

Online Learning Based Computation Offloading in MEC Systems With Communication and Computation Dynamics.
IEEE Trans. Commun., 2021

Proactive UAV Network Slicing for URLLC and Mobile Broadband Service Multiplexing.
IEEE J. Sel. Areas Commun., 2021

Let's Share VMs: Optimal Placement and Pricing across Base Stations in MEC Systems.
Proceedings of the 40th IEEE Conference on Computer Communications, 2021

2020
Task Offloading and Scheduling in Fog RAN: A Parallel Communication and Computation Perspective.
IEEE Wirel. Commun. Lett., 2020

Multi-Armed Bandit-Based Client Scheduling for Federated Learning.
IEEE Trans. Wirel. Commun., 2020

Hierarchical Offloading for Delay-Constrained Applications in Fog RAN.
IEEE Trans. Veh. Technol., 2020

On the Asynchrony of Computation Offloading in Multi-User MEC Systems.
IEEE Trans. Commun., 2020

Dynamic Computation Offloading in Multi-Server MEC Systems: An Online Learning Approach.
Proceedings of the IEEE Global Communications Conference, 2020

2019
On the Interaction of Video Caching and Retrieving in Multi-Server Mobile-Edge Computing Systems.
IEEE Wirel. Commun. Lett., 2019

Content Placement and User Association for Delay Minimization in Small Cell Networks.
IEEE Trans. Veh. Technol., 2019

Dynamic Scheduling of Hybrid Tasks With Time Windows in Data Relay Satellite Networks.
IEEE Trans. Veh. Technol., 2019

Distributed Content Replacement in Small Cell Networks using Continuous-Time Markov Chain.
Proceedings of the 2019 IEEE International Conference on Communications, 2019

Computation Offloading in C-RAN: A Sequential Computation Model.
Proceedings of the 2019 IEEE Global Communications Conference, 2019

2018
On the Interplay Between Communication and Computation in Green C-RAN With Limited Fronthaul and Computation Capacity.
IEEE Trans. Commun., 2018

Joint allocation of transmission and computation resources for space networks.
Proceedings of the 2018 IEEE Wireless Communications and Networking Conference, 2018

Joint Optimization of VNF Deployment and Routing in Software Defined Satellite Networks.
Proceedings of the 88th IEEE Vehicular Technology Conference, 2018

Exploring Content Clustering for User Association in Small Cell Networks.
Proceedings of the 2018 IEEE International Conference on Communications, 2018

2017
Joint optimization of transmit beamforming and processor sleeping for green C-RAN.
Proceedings of the IEEE International Conference on Communications, 2017

2016
Exploiting Hybrid Clustering and Computation Provisioning for Green C-RAN.
IEEE J. Sel. Areas Commun., 2016

Cooperative transmission meets computation provisioning in downlink C-RAN.
Proceedings of the 2016 IEEE International Conference on Communications, 2016

2014
Energy-efficient capacity offload to smallcells with interference compensation.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2014

Standards-compliant energy-saving schemes for downlink LTE/LTE-Advanced networks.
Proceedings of the 25th IEEE Annual International Symposium on Personal, 2014


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