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ORCIDKun Guo 0002
Person information
- affiliation: East China Normal University, School of Communications and Electronics Engineering, Shanghai, China
- affiliation (2019-2021): Singapore University of Technology and Design, SUTD, Information Systems Technology and Design, ISTD, Pillar, Singapore
- affiliation (PhD 2019): Xidian University, State Key Laboratory of Integrated Services Network, Xi'an, China
Other persons with the same name
- Kun Guo — disambiguation page
- Kun Guo 0001
![[0000-0002-4787-8406]](https://dblp1.uni-trier.de/img/orcid-mark.12x12.png "0000-0002-4787-8406")
— University of Chinese Academy of Sciences, School of Economics and Management, China (and 1 more)
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Journal Articles
- 2024
[j28]Haitao Zhao, Yuhao Tan, Kun Guo, Wenchao Xia, Bo Xu, Tony Q. S. Quek:
Client Scheduling for Multiserver Federated Learning in Industrial IoT With Unreliable Communications. IEEE Internet Things J. 11(9): 16478-16490 (2024)- [j27]Marie Siew, Shikhar Sharma, Kun Guo, Desmond W. H. Cai, Wanli Wen, Carlee Joe-Wong, Tony Q. S. Quek:
Towards Effective Resource Procurement in MEC: A Resource Re-Selling Framework. IEEE Trans. Serv. Comput. 17(1): 82-97 (2024) - 2023
- [j26]Chaoqun You, Kun Guo, Gang Feng, Peng Yang, Tony Q. S. Quek:
Automated Federated Learning in Mobile-Edge Networks - Fast Adaptation and Convergence. IEEE Internet Things J. 10(15): 13571-13586 (2023) - [j25]Hongguang Sun, Yajun Ma, Tony Q. S. Quek, Xijun Wang, Kun Guo, Hongming Zhang:
MDC Enhanced IoT Networks: Network Modeling and Performance Analysis. IEEE Trans. Green Commun. Netw. 7(2): 839-854 (2023) - [j24]Yanli Yuan, De Wen Soh, Kun Guo, Zehui Xiong, Tony Q. S. Quek:
Joint Network Topology Inference via Structural Fusion Regularization. IEEE Trans. Knowl. Data Eng. 35(10): 10351-10364 (2023) - [j23]Chunhui Feng, Qinghai Yang, Tony Q. S. Quek, Weihua Wu, Kun Guo:
Spatially-Temporally Collaborative Service Placement and Task Scheduling in MEC Networks. IEEE Trans. Veh. Technol. 72(12): 16650-16666 (2023) - [j22]Chaoqun You, Daquan Feng, Kun Guo, Howard H. Yang, Chenyuan Feng, Tony Q. S. Quek:
Semi-Synchronous Personalized Federated Learning Over Mobile Edge Networks. IEEE Trans. Wirel. Commun. 22(4): 2262-2277 (2023) - [j21]Chaoqun You, Kun Guo, Howard H. Yang, Tony Q. S. Quek:
Hierarchical Personalized Federated Learning Over Massive Mobile Edge Computing Networks. IEEE Trans. Wirel. Commun. 22(11): 8141-8157 (2023) - [j20]Haitao Zhao, Zhiyuan Chen, Wenchao Xia, Kun Guo, Yiyang Ni, Kunlun He:
Deep unfolding based optimization framework of fractional programming for wireless communication systems. Wirel. Networks 29(5): 2313-2320 (2023) - 2022
- [j19]Peng Wei, Kun Guo, Ye Li, Jue Wang, Wei Feng, Shi Jin, Ning Ge, Ying-Chang Liang:
Reinforcement Learning-Empowered Mobile Edge Computing for 6G Edge Intelligence. IEEE Access 10: 65156-65192 (2022) - [j18]Lijun He, Kun Guo, Hongping Gan, Li Wang:
Collaborative Data Offloading for Earth Observation Satellite Networks. IEEE Commun. Lett. 26(5): 1116-1120 (2022) - [j17]Kun Guo, Zihan Chen, Howard H. Yang, Tony Q. S. Quek:
Dynamic Scheduling for Heterogeneous Federated Learning in Private 5G Edge Networks. IEEE J. Sel. Top. Signal Process. 16(1): 26-40 (2022) - [j16]Peng Yang, Kun Guo, Xing Xi, Tony Q. S. Quek, Xianbin Cao, Chenxi Liu:
Fresh, Fair and Energy-Efficient Content Provision in a Private and Cache-Enabled UAV Network. IEEE J. Sel. Top. Signal Process. 16(1): 97-112 (2022) - [j15]Yanli Yuan, De Wen Soh, Xiao Yang, Kun Guo, Tony Q. S. Quek:
GRACGE: Graph Signal Clustering and Multiple Graph Estimation. IEEE Trans. Signal Process. 70: 2015-2030 (2022) - 2021
- [j14]Peng Yang, Xing Xi, Kun Guo, Tony Q. S. Quek, Jingxuan Chen, Xianbin Cao:
Proactive UAV Network Slicing for URLLC and Mobile Broadband Service Multiplexing. IEEE J. Sel. Areas Commun. 39(10): 3225-3244 (2021) - [j13]Kun Guo, Ruifeng Gao, Wenchao Xia, Tony Q. S. Quek:
Online Learning Based Computation Offloading in MEC Systems With Communication and Computation Dynamics. IEEE Trans. Commun. 69(2): 1147-1162 (2021) - [j12]Wei Teng, Min Sheng, Xiaoli Chu, Kun Guo, Juan Wen, Zhiliang Qiu:
Joint Optimization of Base Station Activation and User Association in Ultra Dense Networks Under Traffic Uncertainty. IEEE Trans. Commun. 69(9): 6079-6092 (2021) - [j11]Min Sheng, Wei Teng, Xiaoli Chu, Jiandong Li, Kun Guo, Zhiliang Qiu:
Cooperative Content Replacement and Recommendation in Small Cell Networks. IEEE Trans. Wirel. Commun. 20(3): 2049-2063 (2021) - [j10]Jinghong Tan, Tsung-Hui Chang, Kun Guo, Tony Q. S. Quek:
Robust Computation Offloading in Fog Radio Access Network With Fronthaul Compression. IEEE Trans. Wirel. Commun. 20(10): 6506-6521 (2021) - 2020
- [j9]Kun Guo, Tony Q. S. Quek:
On the Asynchrony of Computation Offloading in Multi-User MEC Systems. IEEE Trans. Commun. 68(12): 7746-7761 (2020) - [j8]Kun Guo, Min Sheng, Jianhua Tang, Tony Q. S. Quek, Zhiliang Qiu:
Hierarchical Offloading for Delay-Constrained Applications in Fog RAN. IEEE Trans. Veh. Technol. 69(4): 4257-4270 (2020) - [j7]Wenchao Xia, Tony Q. S. Quek, Kun Guo, Wanli Wen, Howard H. Yang, Hongbo Zhu:
Multi-Armed Bandit-Based Client Scheduling for Federated Learning. IEEE Trans. Wirel. Commun. 19(11): 7108-7123 (2020) - [j6]Kun Guo, Min Sheng, Tony Q. S. Quek, Zhiliang Qiu:
Task Offloading and Scheduling in Fog RAN: A Parallel Communication and Computation Perspective. IEEE Wirel. Commun. Lett. 9(2): 215-218 (2020) - 2019
- [j5]Lijun He, Jiandong Li, Min Sheng, Runzi Liu, Kun Guo, Di Zhou:
Dynamic Scheduling of Hybrid Tasks With Time Windows in Data Relay Satellite Networks. IEEE Trans. Veh. Technol. 68(5): 4989-5004 (2019) - [j4]Wei Teng, Min Sheng, Kun Guo, Zhiliang Qiu:
Content Placement and User Association for Delay Minimization in Small Cell Networks. IEEE Trans. Veh. Technol. 68(10): 10201-10215 (2019) - [j3]Yanting Wang, Yan Zhang, Min Sheng, Kun Guo:
On the Interaction of Video Caching and Retrieving in Multi-Server Mobile-Edge Computing Systems. IEEE Wirel. Commun. Lett. 8(5): 1444-1447 (2019) - 2018
- [j2]Kun Guo, Min Sheng, Jianhua Tang, Tony Q. S. Quek, Zhiliang Qiu:
On the Interplay Between Communication and Computation in Green C-RAN With Limited Fronthaul and Computation Capacity. IEEE Trans. Commun. 66(7): 3201-3216 (2018) - 2016
- [j1]Kun Guo, Min Sheng, Jianhua Tang, Tony Q. S. Quek, Zhiliang Qiu:
Exploiting Hybrid Clustering and Computation Provisioning for Green C-RAN. IEEE J. Sel. Areas Commun. 34(12): 4063-4076 (2016)
Conference and Workshop Papers
- 2023
- [c14]Yuzhu Wang, Kun Guo, Wei Hong, Qin Mu, Zhongyuan Zhao:
Split Learning in Wireless Networks: A Communication and Computation Adaptive Scheme. ICCC 2023: 1-6 - [c13]Yuhao Tan, Haitao Zhao, Wenchao Xia, Qin Wang, Kun Guo, Bo Xu, Tony Q. S. Quek:
Client Scheduling for Unreliable Semi-Decentralized Federated Learning. ICCT 2023: 973-978 - [c12]Yongquan Wei, Xijun Wang, Kun Guo, Howard H. Yang, Xinghua Sun, Xiang Chen:
Joint Local Training and Device Scheduling for Heterogeneous Federated Learning. WCSP 2023: 110-115 - 2021
- [c11]Marie Siew, Kun Guo, Desmond W. H. Cai, Lingxiang Li, Tony Q. S. Quek:
Let's Share VMs: Optimal Placement and Pricing across Base Stations in MEC Systems. INFOCOM 2021: 1-10 - 2020
- [c10]Kun Guo, Tony Q. S. Quek:
Dynamic Computation Offloading in Multi-Server MEC Systems: An Online Learning Approach. GLOBECOM 2020: 1-6 - 2019
- [c9]Kun Guo, Min Sheng, Lijun He, Tony Q. S. Quek, Zhiliang Qiu:
Computation Offloading in C-RAN: A Sequential Computation Model. GLOBECOM 2019: 1-6 - [c8]Wei Teng, Min Sheng, Kun Guo, Zhiliang Qiu:
Distributed Content Replacement in Small Cell Networks using Continuous-Time Markov Chain. ICC 2019: 1-6 - 2018
- [c7]Wei Teng, Min Sheng, Jiandong Li, Kun Guo, Zhiliang Qiu:
Exploring Content Clustering for User Association in Small Cell Networks. ICC 2018: 1-6 - [c6]Ziye Jia, Min Sheng, Jiandong Li, Runzi Liu, Kun Guo, Yu Wang, Dong Chen, Rui Ding:
Joint Optimization of VNF Deployment and Routing in Software Defined Satellite Networks. VTC Fall 2018: 1-5 - [c5]Lijun He, Jiandong Li, Min Sheng, Runzi Liu, Kun Guo, Jianping Liu:
Joint allocation of transmission and computation resources for space networks. WCNC 2018: 1-6 - 2017
- [c4]Kun Guo, Min Sheng, Jianhua Tang, Tony Q. S. Quek, Zhiliang Qiu:
Joint optimization of transmit beamforming and processor sleeping for green C-RAN. ICC 2017: 1-6 - 2016
- [c3]Kun Guo, Min Sheng, Jianhua Tang, Tony Q. S. Quek, Xijun Wang, Zhiliang Qiu:
Cooperative transmission meets computation provisioning in downlink C-RAN. ICC 2016: 1-6 - 2014
- [c2]Zecai Shao, Kun Guo, Min Sheng, Sen Bian, Yan Zhang, Jinwei He, Yuzhou Li, Chih-Lin I:
Standards-compliant energy-saving schemes for downlink LTE/LTE-Advanced networks. PIMRC 2014: 86-90 - [c1]Chungang Yang, Kun Guo, Min Sheng, Jiangdong Li, Jian Yue:
Energy-efficient capacity offload to smallcells with interference compensation. WCNC 2014: 1745-1749
Informal and Other Publications
- 2023
- [i12]Chaoqun You, Kun Guo, Howard H. Yang, Tony Q. S. Quek:
Hierarchical Personalized Federated Learning Over Massive Mobile Edge Computing Networks. CoRR abs/2303.10580 (2023) - [i11]Chaoqun You, Kun Guo, Gang Feng, Peng Yang, Tony Q. S. Quek:
Automated Federated Learning in Mobile Edge Networks - Fast Adaptation and Convergence. CoRR abs/2303.12999 (2023) - [i10]Puguang An, Xianbin Cao, Peng Yang, Kun Guo, Yue Gao, Tony Q. S. Quek:
Energy-Efficient URLLC Service Provision via a Near-Space Information Network. CoRR abs/2304.04163 (2023) - [i9]Ziye Jia, Chao Dong, Kun Guo, Qihui Wu:
The Potential of LEO Satellites in 6G Space-Air-Ground Enabled Access Networks. CoRR abs/2307.00234 (2023) - 2022
- [i8]Peng Wei, Kun Guo, Ye Li, Jue Wang, Wei Feng, Shi Jin, Ning Ge, Ying-Chang Liang:
Reinforcement Learning-Empowered Mobile Edge Computing for 6G Edge Intelligence. CoRR abs/2201.11410 (2022) - [i7]Marie Siew, Kun Guo, Desmond W. H. Cai, Wanli Wen, Carlee Joe-Wong, Tony Q. S. Quek:
Towards Effective Resource Procurement in MEC: a Resource Re-selling Framework. CoRR abs/2203.00825 (2022) - [i6]Chaoqun You, Daquan Feng, Kun Guo, Howard H. Yang, Tony Q. S. Quek:
Semi-Synchronous Personalized Federated Learning over Mobile Edge Networks. CoRR abs/2209.13115 (2022) - [i5]Marie Siew, Shikhar Sharma, Kun Guo, Chao Xu, Tony Q. S. Quek, Carlee Joe-Wong:
FIRE: A Failure-Adaptive Reinforcement Learning Framework for Edge Computing Migrations. CoRR abs/2209.14399 (2022) - [i4]Hongguang Sun, Yajun Ma, Tony Q. S. Quek, Xijun Wang, Kun Guo, Hongming Zhang:
MDC Enhanced IoT Networks: Network Modeling and Performance Analysis. CoRR abs/2211.00514 (2022) - 2021
- [i3]Marie Siew, Kun Guo, Desmond W. H. Cai, Lingxiang Li, Tony Q. S. Quek:
Let's Share VMs: Optimal Placement and Pricing across Base Stations in MEC Systems. CoRR abs/2101.06129 (2021) - [i2]Peng Yang, Kun Guo, Xing Xi, Tony Q. S. Quek, Xianbin Cao, Chenxi Liu:
Fresh, Fair and Energy-Efficient Content Provision in a Private and Cache-Enabled UAV Network. CoRR abs/2102.12915 (2021) - 2020
- [i1]Wenchao Xia, Tony Q. S. Quek, Kun Guo, Wanli Wen, Howard H. Yang, Hongbo Zhu:
Multi-Armed Bandit Based Client Scheduling for Federated Learning. CoRR abs/2007.02315 (2020)
Coauthor Index
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