Kun Guo

2013.08-2019.06, Xidian University, Communication and Information Systems, Ph.D.

2008.06-2012.07, Xidian University, Spatial Information and Digital Technology, B.E.

2021.06- , East China Normal University, Zijiang Young Scholar

2019.11-2021.05, Singapore University of Technology and Design, Research Fellow

Kun Guo received the B.E. degree in Telecommunications Engineering from Xidian University, Xi'an, China, in 2012, where she received the Ph.D. degree in communication and information systems in 2019. From 2019 to 2021, she was a Post-Doctoral Research Fellow with the Singapore University of Technology and Design (SUTD), Singapore. Currently, she is a Zijiang Young Scholar with the School of Communication and Electronic Engineering at East China Normal University, Shanghai, China. Her research interests include edge computing, caching, and intelligence. She has 7 granted patents and over 20 peer-revieweed publications in refereed journals and conference proceedings. 

Edge computing and caching;

Machine learning for communications;

Integrated sening, communication, and computation; 

Edge federated learning;

Journal papers（* Corresponding author）:

1. Peng Yang, Xing Xi, Kun Guo, Tony Q. S. Quek, Jingxuan Chen, and Xianbin Cao, “Proactive UAV Network Slicing for URLLC and Mobile Broadband Service Multiplexing,” IEEE J. Select. Areas Commun., pp. 1-1, Jun. 2021.

2. Wei Teng, Min Sheng, Xiaoli Chu, Kun Guo, Juan Wen, and Zhiliang Qiu, “Joint Optimization of Base Station Activation and User Association in Ultra Dense Networks Under Traffic Uncertainty,” IEEE Trans. Commun., pp. 1-1, Jun. 2021.

3. Jinghong Tan, Tsung-Hui Chang, Kun Guo*, and Tony Q. S. Quek, “Robust Computation Offloading in Fog Radio Access Network with Fronthaul Compression,” IEEE Trans. Wireless Commun., pp. 1-1, Apr. 2021. 

4. Min Sheng, Wei Teng, Xiaoli Chu, Jiandong Li, Kun Guo, and Zhiliang Qiu, “Cooperative Content Replacement and Recommendation in Small Cell Networks,” IEEE Trans. Wireless Commun., vol. 20, no. 3, pp. 2049-2063, Mar. 2021.

5. Kun Guo, Ruifeng Gao, Wenchao Xia, and Tony Q. S. Quek, “Online Learning based Computation Offloading in MEC Systems with Communication and Computation Dynamics,” IEEE Trans. Commun., vol. 69, no.2, pp. 1147-1162, Feb. 2021.

6. Kun Guo and Tony Q. S. Quek, “On the Asynchrony of Computation Offloading in Multi-User MEC Systems,” IEEE Trans. Commun., vol. 68, no. 12, pp.7746-7761, Dec. 2020.

7. Wenchao Xia, Tony Q. S. Quek, Kun Guo, Wanli Wen, Howard H. Yang, and Hongbo Zhu, “Multi-Armed Bandit Based Client Scheduling for Federated Learning,” IEEE Trans. Wireless Commun., vol. 19, no. 11, pp. 7108-7123, Nov. 2020.

8. Kun Guo, Min Sheng, Jianhua Tang, Tony Q. S. Quek, and Zhiliang Qiu, “Hierarchical Offloading for Delay-Constrained Applications in Fog RAN,” IEEE Trans. Veh. Technol., vol. 69, no. 4, pp. 4257–4270, Apr. 2020.

9. Kun Guo, Min Sheng, Tony Q. S. Quek, and Zhiliang Qiu, “Computation Offloading in Fog RAN: A Parallel Communication and Computation Perspective,” IEEE Wireless Commun. Letters, vol. 9, no. 2, pp. 215–218, Feb. 2020.

10. Wei Teng, Min Sheng, Kun Guo, and Zhiliang Qiu, “Content Placement and User Association for Delay Minimization in Small Cell Networks”, IEEE Trans. Veh. Technol., vol. 68, no. 10, pp. 10201-10215, Oct. 2019.

11. Yanting Wang, Yan Zhang, Min Sheng, and Kun Guo, “On the Interaction of Video Caching and Retrieving in Multi-Server Mobile-Edge Computing Systems”, IEEE Wireless Commun. Letters, vol. 8, no. 5, pp. 1444-1447, Oct. 2019.

12. Lijun He, Jiandong Li, Min Sheng, Runzi Liu, Kun Guo, and Di Zhou, “Dynamic Scheduling of Hybrid Tasks with Time Windows in Data Relay Satellite Networks,” IEEE Trans. Veh. Technol., vol. 68, no. 5, pp. 4989-5004, May 2019.

13. Kun Guo, Min Sheng, Jianhua Tang, Tony Q. S. Quek, and Zhiliang Qiu, “On the Interplay between Communication and Computation in Green C-RAN with Limited Fronthaul and Computation Capacity,” IEEE Trans. Commun., vol. 66, no. 7, pp. 3201-3216, Jul. 2018.
    

14. Kun Guo, Min Sheng, Jianhua Tang, Tony Q. S. Quek, and Zhiliang Qiu, “Exploiting Hybrid Clustering and Computation Provisioning for Green C-RAN,” IEEE J. Select. Areas Commun., vol. 34, no. 12, pp. 4063-4076, Dec. 2016.

Conference papers:

1. Marie Siew, Kun Guo*, Desmond Cai, Lingxiang Li, and Tony Q. S. Quek, “Let’s Share VMs: Optimal Placement and Pricing across Base Stations in MEC Systems,” in Proc. IEEE INFOCOM, Vancouver, Canada, May 2021, pp. 1-10.

2. Chong-Hao Zhong, Kun Guo, and Mingxiong Zhao, “Online Sparse Beamforming in C-RAN: A Deep Reinforcement Learning Approach,” in Proc. IEEE WCNC, Nanjing, China, Mar. 2021, pp.1-6.

3. Kun Guo and Tony Q. S. Quek, “Dynamic Computation Offloading in Multi-Server MEC Systems: An Online Learning Approach,” in Proc. IEEE Globecom, Taipei, Dec. 2020, pp. 1-6.

4. Kun Guo, Min Sheng, Lijun He, Tony Q. S. Quek, and Zhiliang Qiu, “Task Offloading and Scheduling in C-RAN: A Sequence Computation Model,” in Proc. IEEE Globecom, Waikoloa, HI, USA, Dec. 2019, pp. 1-6.

5. Wei Teng, Min Sheng, Kun Guo, and Zhiliang Qiu, “Distributed Content Replacement in Small Cell Networks Using Continuous-Time Markov Chain”, in Proc. IEEE ICC, Shanghai, China, May 2019, pp. 1-6.

6. Wei Teng, Min Sheng, Jiandong Li, Kun Guo, and Zhiliang Qiu, “Exploring Content Clustering for User Association in Small Cell Networks,” in Proc. IEEE ICC, Kansas, USA, May 2018, pp. 1-6.

7. Lijun He, Jiandong Li, Min Sheng, Runzi Liu, Kun Guo, and Jianping Liu, “Joint Allocation of Transmission and Computation Resources for Space Networks”, in Proc. IEEE WCNC, Barcelona, Spain, Apr. 2018, pp. 1-6.

8. Ziye Jia, Min Sheng, Jiandong Li, Runzi Liu, Kun Guo, and Yu Wang, “Joint Optimization of VNF Deployment and Routing in Software Defined Satellite Networks,” in Proc. IEEE VTC-Fall, Chicago, USA, Apr. 2018, pp. 1-5.

9. Kun Guo, Min Sheng, Jianhua Tang, Tony Q. S. Quek, and Zhiliang Qiu, “Joint Optimization of Transmit Beamforming and Processor Sleeping for Green C-RAN,” in Proc. IEEE ICC, Paris, France, May 2017, pp. 1-6.

10. Kun Guo, Min Sheng, Jianhua Tang, Tony Q. S. Quek, Xijun Wang, and Zhiliang Qiu, “Cooperative Transmission Meets Computation Provisioning in Downlink C-RAN,” in Proc. IEEE ICC, Kuala Lumpur, Malaysia, May 2016, pp. 3709-3714.

11. Zecai Shao, Kun Guo, Min Sheng, Sen Bian, Yan Zhang, Jinwei He, Yuzhou Li, and Chih-Lin I, “Standards-Compliant Energy-Saving Schemes for Downlink LTE/LTE-Advanced Networks,” in Proc. IEEE PIMRC, Washington DC, America, Jul. 2014, pp. 86-90.

12. Chungang Yang, Kun Guo, Min Sheng, Jiandong Li, Jian Yue, “Energy-Efficient Capacity Offload to Smallcells with Interference Compensation,” in Proc. IEEE WCNC, Istanbul, Turkey, Apr. 2014, pp. 1745-1749.