Kun Guo

75 papers A* 1B 9C 1Journal 55Unranked 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
Lightweight Federated Learning in Mobile Edge Computing With Statistical and Device Heterogeneity Awareness.
IEEE Trans. Mob. Comput.
Jinghong Tan, Zhichen Zhang, Kun Guo, Tsung-Hui Chang, Tony Q. S. Quek
2026 J jnl
MOBA: Real-Time Model Selection and Bandwidth Allocation for Wireless Image Transmission.
IEEE Wirel. Commun. Lett.
Wei Teng, Hanchi Shi, Weijia Han, Weihua Wu, Xiao Ma, Kun Guo
2026 J jnl
Proactive Uplink Access Scheduling With Differently Outdated States Information in IoT Networks.
IEEE Internet Things J.
Chunhui Feng, Mengqi Yang, Zhaoyang Zhang, Tony Q. S. Quek, Kun Guo, Weihua Wu, Muyu Mei
2026 J jnl
ROI-Based Image Transmission With Channel Feedback for Semantic Communications.
IEEE Wirel. Commun. Lett.
Wei Teng, Weijia Han, Weihua Wu, Xiao Ma, Kun Guo
2025 J jnl
Accelerating Wireless Distributed Learning via Hybrid Split and Federated Learning Optimization.
CoRR
Kun Guo, Xuefei Li, Xijun Wang, Howard H. Yang, Wei Feng, Tony Q. S. Quek
2025 J jnl
Against Mobile Collusive Eavesdroppers: Cooperative Secure Transmission and Computation in UAV-Assisted MEC Networks.
IEEE Trans. Mob. Comput.
Mingxiong Zhao, Zirui Wang, Kun Guo, Rongqian Zhang, Tony Q. S. Quek
2025 J jnl
Batch Denoising for AIGC Service Provisioning in Wireless Edge Networks.
CoRR
Jinghang Xu, Kun Guo, Wei Teng, Chenxi Liu, Wei Feng
2025 J jnl
Hierarchical Task Offloading for UAV-Assisted Vehicular Edge Computing via Deep Reinforcement Learning.
CoRR
Hongbao Li, Ziye Jia, Sijie He, Kun Guo, Qihui Wu
2025 J jnl
Large-Scale AI in Telecom: Charting the Roadmap for Innovation, Scalability, and Enhanced Digital Experiences.
CoRR
Adnan Shahid, Adrian Kliks, Ahmed Al-Tahmeesschi, Ahmed Elbakary, Alexandros Nikou, Ali Maatouk, Ali Mokh, Amirreza Kazemi, Antonio De Domenico, Athanasios Karapantelakis, Bo Cheng, Bo Yang, Bohao Wang, Carlo Fischione, Chao Zhang, Chaouki Ben Issaid, Chau Yuen, Chenghui Peng, Chongwen Huang, Christina Chaccour, Christo Kurisummoottil Thomas, Dheeraj Sharma, Dimitris Kalogiros, Dusit Niyato, Eli De Poorter, Elissa Mhanna, Emilio Calvanese Strinati, Faouzi Bader, Fathi Abdeldayem, Fei Wang, Fenghao Zhu, Gianluca Fontanesi, Giovanni Geraci, Haibo Zhou, Hakimeh Purmehdi, Hamed Ahmadi, Hang Zou, Hongyang Du, Hoon Lee, Howard H. Yang, Iacopo Poli, Igor Carron, Ilias Chatzistefanidis, Inkyu Lee, Ioannis Pitsiorlas, Jaron Fontaine, Jiajun Wu, Jie Zeng, Jinan Li, Jinane Karam, Johny Gemayel, Juan Deng, Julien Frison, Kaibin Huang, Kehai Qiu, Keith Ball, Kezhi Wang, Kun Guo, Leandros Tassiulas, Lecorve Gwenole, Liexiang Yue, Lina Bariah, Louis Powell, Marcin Dryjanski, Maria Amparo Canaveras Galdon, Marios Kountouris, Maryam Hafeez, Maxime Elkael, Mehdi Bennis, Mehdi Ahmed Boudjelli, Meiling Dai, Mérouane Debbah, Michele Polese, Mohamad Assaad, Mohamed Benzaghta, Mohammad Al Refai, Moussab Djerrab, Mubeen Syed, Muhammad Amir, Na Yan, Najla Alkaabi, Nan Li, Nassim Sehad, Navid Nikaein, Omar Hashash, Pawel Sroka, Qianqian Yang, Qiyang Zhao, Rasoul Nikbakht Silab, Rex Ying, Roberto Morabito, Rongpeng Li, Ryad Madi, Salah Eddine El Ayoubi, Salvatore D'Oro, Samson Lasaulce, Serveh Shalmashi, Sige Liu, Sihem Cherrared, Swarna Bindu Chetty, Swastika Dutta, Syed A. R. Zaidi, Tianjiao Chen, Timothy Murphy, Tommaso Melodia, Tony Q. S. Quek, Vishnu Ram, Walid Saad, Wassim Hamidouche, Weilong Chen, Xiaoou Liu, Xiaoxue Yu, Xijun Wang, Xingyu Shang, Xinquan Wang, Xuelin Cao, Yang Su, Yanping Liang, Yansha Deng, Yifan Yang, Yingping Cui, Yu Sun, Yuxuan Chen, Yvan Pointurier, Zeinab Nehme, Zeinab Nezami, Zhaohui Yang, Zhaoyang Zhang, Zhe Liu, Zhenyu Yang, Zhu Han, Zhuang Zhou, Zihan Chen, Zirui Chen, Zitao Shuai
2025 J jnl
Lightweight Federated Learning in Mobile Edge Computing with Statistical and Device Heterogeneity Awareness.
CoRR
Jinghong Tan, Zhichen Zhang, Kun Guo, Tsung-Hui Chang, Tony Q. S. Quek
2025 J jnl
Long-Term Client Selection for Federated Learning With Non-IID Data: A Truthful Auction Approach.
IEEE Internet Things J.
Jinghong Tan, Zhian Liu, Kun Guo, Mingxiong Zhao
2025 — conf
Matching Game Based Robust Service Recovery in Space-Air-Ground Integrated Network.
VTC2025-Spring
Yilu Cao, Ziye Jia, Lijun He, Kun Guo, Guangxia Li, Qihui Wu
2025 J jnl
Video Object Recognition in Mobile Edge Networks: Local Tracking or Edge Detection?
CoRR
Kun Guo, Yun Shen, Xijun Wang, Chaoqun You, Yun Rui, Tony Q. S. Quek
2024 B conf
Accelerating Wireless Distributed Learning through Hybrid Split and Federated Learning.
GLOBECOM
Xuefei Li, Kun Guo, Xijun Wang, Ruifeng Gao, Howard H. Yang
2024 J jnl
Client Scheduling for Multiserver Federated Learning in Industrial IoT With Unreliable Communications.
IEEE Internet Things J.
Haitao Zhao, Yuhao Tan, Kun Guo, Wenchao Xia, Bo Xu, Tony Q. S. Quek
2024 B conf
Enabling Respiration Sensing via Commodity WiFi 6E Devices.
GLOBECOM
Xuanhong Liang, Howard H. Yang, Kun Guo, Tony Q. S. Quek
2024 J jnl
Energy-Efficient URLLC Service Provision via a Near-Space Information Network.
IEEE Trans. Wirel. Commun.
Puguang An, Peng Yang, Xianbin Cao, Kun Guo, Yue Gao, Tony Q. S. Quek
2024 B conf
FedDS: Data Selection for Streaming Federated Learning with Limited Storage.
WCNC
Yongquan Wei, Xijun Wang, Kun Guo, Howard H. Yang, Xiang Chen
2024 J jnl
Online Joint Data Offloading and Power Control for Space-Air-Ground Integrated Networks.
IEEE Trans. Wirel. Commun.
Lijun He, Ziye Jia, Kun Guo, Hongping Gan, Zhu Han, Chau Yuen
2024 — conf
SemSAN: Semantic Satellite Access Network Slicing for NextG Non-Terrestrial Networks.
ICC
Chaoqun You, Xingqiu He, Yajing Zhang, Kun Guo, Yue Gao, Tony Q. S. Quek
2024 J jnl
Semantic Communication Empowered NTN for IoT: Benefits and Challenges.
IEEE Netw.
Danhao Deng, Chaowei Wang, Lexi Xu, Fan Jiang, Kun Guo, Zhi Zhang, Weidong Wang, Tony Q. S. Quek, Ping Zhang
2024 J jnl
Towards Effective Resource Procurement in MEC: A Resource Re-Selling Framework.
IEEE Trans. Serv. Comput.
Marie Siew, Shikhar Sharma, Kun Guo, Desmond W. H. Cai, Wanli Wen, Carlee Joe-Wong, Tony Q. S. Quek
2023 J jnl
Automated Federated Learning in Mobile Edge Networks - Fast Adaptation and Convergence.
CoRR
Chaoqun You, Kun Guo, Gang Feng, Peng Yang, Tony Q. S. Quek
2023 J jnl
Automated Federated Learning in Mobile-Edge Networks - Fast Adaptation and Convergence.
IEEE Internet Things J.
Chaoqun You, Kun Guo, Gang Feng, Peng Yang, Tony Q. S. Quek
2023 — conf
Client Scheduling for Unreliable Semi-Decentralized Federated Learning.
ICCT
Yuhao Tan, Haitao Zhao, Wenchao Xia, Qin Wang, Kun Guo, Bo Xu, Tony Q. S. Quek
2023 J jnl
Deep unfolding based optimization framework of fractional programming for wireless communication systems.
Wirel. Networks
Haitao Zhao, Zhiyuan Chen, Wenchao Xia, Kun Guo, Yiyang Ni, Kunlun He
2023 J jnl
Energy-Efficient URLLC Service Provision via a Near-Space Information Network.
CoRR
Puguang An, Xianbin Cao, Peng Yang, Kun Guo, Yue Gao, Tony Q. S. Quek
2023 J jnl
Hierarchical Personalized Federated Learning Over Massive Mobile Edge Computing Networks.
CoRR
Chaoqun You, Kun Guo, Howard H. Yang, Tony Q. S. Quek
2023 J jnl
Hierarchical Personalized Federated Learning Over Massive Mobile Edge Computing Networks.
IEEE Trans. Wirel. Commun.
Chaoqun You, Kun Guo, Howard H. Yang, Tony Q. S. Quek
2023 — conf
Joint Local Training and Device Scheduling for Heterogeneous Federated Learning.
WCSP
Yongquan Wei, Xijun Wang, Kun Guo, Howard H. Yang, Xinghua Sun, Xiang Chen
2023 J jnl
Joint Network Topology Inference via Structural Fusion Regularization.
IEEE Trans. Knowl. Data Eng.
Yanli Yuan, De Wen Soh, Kun Guo, Zehui Xiong, Tony Q. S. Quek
2023 J jnl
MDC Enhanced IoT Networks: Network Modeling and Performance Analysis.
IEEE Trans. Green Commun. Netw.
Hongguang Sun, Yajun Ma, Tony Q. S. Quek, Xijun Wang, Kun Guo, Hongming Zhang
2023 J jnl
Semi-Synchronous Personalized Federated Learning Over Mobile Edge Networks.
IEEE Trans. Wirel. Commun.
Chaoqun You, Daquan Feng, Kun Guo, Howard H. Yang, Chenyuan Feng, Tony Q. S. Quek
2023 J jnl
Spatially-Temporally Collaborative Service Placement and Task Scheduling in MEC Networks.
IEEE Trans. Veh. Technol.
Chunhui Feng, Qinghai Yang, Tony Q. S. Quek, Weihua Wu, Kun Guo
2023 C conf
Split Learning in Wireless Networks: A Communication and Computation Adaptive Scheme.
ICCC
Yuzhu Wang, Kun Guo, Wei Hong, Qin Mu, Zhongyuan Zhao
2023 J jnl
The Potential of LEO Satellites in 6G Space-Air-Ground Enabled Access Networks.
CoRR
Ziye Jia, Chao Dong, Kun Guo, Qihui Wu
2022 J jnl
Collaborative Data Offloading for Earth Observation Satellite Networks.
IEEE Commun. Lett.
Lijun He, Kun Guo, Hongping Gan, Li Wang
2022 J jnl
Dynamic Scheduling for Heterogeneous Federated Learning in Private 5G Edge Networks.
IEEE J. Sel. Top. Signal Process.
Kun Guo, Zihan Chen, Howard H. Yang, Tony Q. S. Quek
2022 J jnl
FIRE: A Failure-Adaptive Reinforcement Learning Framework for Edge Computing Migrations.
CoRR
Marie Siew, Shikhar Sharma, Kun Guo, Chao Xu, Tony Q. S. Quek, Carlee Joe-Wong
2022 J jnl
Fresh, Fair and Energy-Efficient Content Provision in a Private and Cache-Enabled UAV Network.
IEEE J. Sel. Top. Signal Process.
Peng Yang, Kun Guo, Xing Xi, Tony Q. S. Quek, Xianbin Cao, Chenxi Liu
2022 J jnl
GRACGE: Graph Signal Clustering and Multiple Graph Estimation.
IEEE Trans. Signal Process.
Yanli Yuan, De Wen Soh, Xiao Yang, Kun Guo, Tony Q. S. Quek
2022 J jnl
MDC Enhanced IoT Networks: Network Modeling and Performance Analysis.
CoRR
Hongguang Sun, Yajun Ma, Tony Q. S. Quek, Xijun Wang, Kun Guo, Hongming Zhang
2022 J jnl
Reinforcement Learning-Empowered Mobile Edge Computing for 6G Edge Intelligence.
IEEE Access
Peng Wei, Kun Guo, Ye Li, Jue Wang, Wei Feng, Shi Jin, Ning Ge, Ying-Chang Liang
2022 J jnl
Reinforcement Learning-Empowered Mobile Edge Computing for 6G Edge Intelligence.
CoRR
Peng Wei, Kun Guo, Ye Li, Jue Wang, Wei Feng, Shi Jin, Ning Ge, Ying-Chang Liang
2022 J jnl
Semi-Synchronous Personalized Federated Learning over Mobile Edge Networks.
CoRR
Chaoqun You, Daquan Feng, Kun Guo, Howard H. Yang, Tony Q. S. Quek
2022 J jnl
Towards Effective Resource Procurement in MEC: a Resource Re-selling Framework.
CoRR
Marie Siew, Kun Guo, Desmond W. H. Cai, Wanli Wen, Carlee Joe-Wong, Tony Q. S. Quek
2021 J jnl
Cooperative Content Replacement and Recommendation in Small Cell Networks.
IEEE Trans. Wirel. Commun.
Min Sheng, Wei Teng, Xiaoli Chu, Jiandong Li, Kun Guo, Zhiliang Qiu
2021 J jnl
Fresh, Fair and Energy-Efficient Content Provision in a Private and Cache-Enabled UAV Network.
CoRR
Peng Yang, Kun Guo, Xing Xi, Tony Q. S. Quek, Xianbin Cao, Chenxi Liu
2021 J jnl
Joint Optimization of Base Station Activation and User Association in Ultra Dense Networks Under Traffic Uncertainty.
IEEE Trans. Commun.
Wei Teng, Min Sheng, Xiaoli Chu, Kun Guo, Juan Wen, Zhiliang Qiu
2021 A* conf
Let's Share VMs: Optimal Placement and Pricing across Base Stations in MEC Systems.
INFOCOM
Marie Siew, Kun Guo, Desmond W. H. Cai, Lingxiang Li, Tony Q. S. Quek
2021 J jnl
Let's Share VMs: Optimal Placement and Pricing across Base Stations in MEC Systems.
CoRR
Marie Siew, Kun Guo, Desmond W. H. Cai, Lingxiang Li, Tony Q. S. Quek
2021 J jnl
Online Learning Based Computation Offloading in MEC Systems With Communication and Computation Dynamics.
IEEE Trans. Commun.
Kun Guo, Ruifeng Gao, Wenchao Xia, Tony Q. S. Quek
2021 B conf
Online Sparse Beamforming in C-RAN: A Deep Reinforcement Learning Approach.
WCNC
Chonghao Zhong, Kun Guo, Mingxiong Zhao
2021 J jnl
Proactive UAV Network Slicing for URLLC and Mobile Broadband Service Multiplexing.
IEEE J. Sel. Areas Commun.
Peng Yang, Xing Xi, Kun Guo, Tony Q. S. Quek, Jingxuan Chen, Xianbin Cao
2021 J jnl
Robust Computation Offloading in Fog Radio Access Network With Fronthaul Compression.
IEEE Trans. Wirel. Commun.
Jinghong Tan, Tsung-Hui Chang, Kun Guo, Tony Q. S. Quek
2020 B conf
Dynamic Computation Offloading in Multi-Server MEC Systems: An Online Learning Approach.
GLOBECOM
Kun Guo, Tony Q. S. Quek
2020 J jnl
Hierarchical Offloading for Delay-Constrained Applications in Fog RAN.
IEEE Trans. Veh. Technol.
Kun Guo, Min Sheng, Jianhua Tang, Tony Q. S. Quek, Zhiliang Qiu
2020 J jnl
Multi-Armed Bandit Based Client Scheduling for Federated Learning.
CoRR
Wenchao Xia, Tony Q. S. Quek, Kun Guo, Wanli Wen, Howard H. Yang, Hongbo Zhu
2020 J jnl
Multi-Armed Bandit-Based Client Scheduling for Federated Learning.
IEEE Trans. Wirel. Commun.
Wenchao Xia, Tony Q. S. Quek, Kun Guo, Wanli Wen, Howard H. Yang, Hongbo Zhu
2020 J jnl
On the Asynchrony of Computation Offloading in Multi-User MEC Systems.
IEEE Trans. Commun.
Kun Guo, Tony Q. S. Quek
2020 J jnl
Task Offloading and Scheduling in Fog RAN: A Parallel Communication and Computation Perspective.
IEEE Wirel. Commun. Lett.
Kun Guo, Min Sheng, Tony Q. S. Quek, Zhiliang Qiu
2019 B conf
Computation Offloading in C-RAN: A Sequential Computation Model.
GLOBECOM
Kun Guo, Min Sheng, Lijun He, Tony Q. S. Quek, Zhiliang Qiu
2019 J jnl
Content Placement and User Association for Delay Minimization in Small Cell Networks.
IEEE Trans. Veh. Technol.
Wei Teng, Min Sheng, Kun Guo, Zhiliang Qiu
2019 — conf
Distributed Content Replacement in Small Cell Networks using Continuous-Time Markov Chain.
ICC
Wei Teng, Min Sheng, Kun Guo, Zhiliang Qiu
2019 J jnl
Dynamic Scheduling of Hybrid Tasks With Time Windows in Data Relay Satellite Networks.
IEEE Trans. Veh. Technol.
Lijun He, Jiandong Li, Min Sheng, Runzi Liu, Kun Guo, Di Zhou
2019 J jnl
On the Interaction of Video Caching and Retrieving in Multi-Server Mobile-Edge Computing Systems.
IEEE Wirel. Commun. Lett.
Yanting Wang, Yan Zhang, Min Sheng, Kun Guo
2018 — conf
Exploring Content Clustering for User Association in Small Cell Networks.
ICC
Wei Teng, Min Sheng, Jiandong Li, Kun Guo, Zhiliang Qiu
2018 — conf
Joint Optimization of VNF Deployment and Routing in Software Defined Satellite Networks.
VTC Fall
Ziye Jia, Min Sheng, Jiandong Li, Runzi Liu, Kun Guo, Yu Wang, Dong Chen, Rui Ding
2018 B conf
Joint allocation of transmission and computation resources for space networks.
WCNC
Lijun He, Jiandong Li, Min Sheng, Runzi Liu, Kun Guo, Jianping Liu
2018 J jnl
On the Interplay Between Communication and Computation in Green C-RAN With Limited Fronthaul and Computation Capacity.
IEEE Trans. Commun.
Kun Guo, Min Sheng, Jianhua Tang, Tony Q. S. Quek, Zhiliang Qiu
2017 — conf
Joint optimization of transmit beamforming and processor sleeping for green C-RAN.
ICC
Kun Guo, Min Sheng, Jianhua Tang, Tony Q. S. Quek, Zhiliang Qiu
2016 — conf
Cooperative transmission meets computation provisioning in downlink C-RAN.
ICC
Kun Guo, Min Sheng, Jianhua Tang, Tony Q. S. Quek, Xijun Wang, Zhiliang Qiu
2016 J jnl
Exploiting Hybrid Clustering and Computation Provisioning for Green C-RAN.
IEEE J. Sel. Areas Commun.
Kun Guo, Min Sheng, Jianhua Tang, Tony Q. S. Quek, Zhiliang Qiu
2014 B conf
Energy-efficient capacity offload to smallcells with interference compensation.
WCNC
Chungang Yang, Kun Guo, Min Sheng, Jiangdong Li, Jian Yue
2014 B conf
Standards-compliant energy-saving schemes for downlink LTE/LTE-Advanced networks.
PIMRC
Zecai Shao, Kun Guo, Min Sheng, Sen Bian, Yan Zhang, Jinwei He, Yuzhou Li, Chih-Lin I