Kai Li (Publications)

Kai Li (Publications)

PhD University of New South Wales, Australia
Integrated PhD Researcher

Kai Li received the B.E. degree from Shandong University, China, in 2009, the M.S. degree from The Hong Kong University of Science and Technology, Hong Kong, in 2010, and the Ph.D. degree in computer science from The University of New South Wales, Sydney, NSW, Australia, in 2014. He is a Senior Research Scientist with the CISTER Research Unit at ISEP/IPP, and a CMU-Portugal Research Fellow, jointly supported by Carnegie Mellon University (CMU), Pittsburgh, PA, USA, and the Foundation for Science and Technology (FCT), Lisbon, Portugal. 

 

From 2023 to 2024, Dr. Li was a Visiting Research Scientist with the Division of Electrical Engineering, Department of Engineering, University of Cambridge, UK. In 2022, he was a Visiting Research Scholar with the CyLab Security and Privacy Institute at CMU. Prior to this, he was a Post-Doctoral Research Fellow with the SUTD-MIT International Design Centre, Singapore University of Technology and Design, Singapore, from 2014 to 2016. He has also held positions as a Visiting Research Assistant with the ICT Centre, CSIRO, Brisbane, QLD, Australia, from 2012 to 2013, and a Research Assistant with the Mobile Technologies Centre, The Chinese University of Hong Kong, Hong Kong, from 2010 to 2011. He has been an Associate Editor for the Internet of Things journal (Elsevier) since 2024, the Nature Computer Science journal (Springer) since 2023, the Computer Communications journal (Elsevier) and Ad Hoc Networks journal (Elsevier) since 2021, and IEEE ACCESS journal from 2018 to 2024. Dr. Li is an IEEE Senior Member, ACM member, and a member of IEEE Vehicular Technology Society and IEEE Communications Society.

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Journal Papers
Deep-Graph-Based Reinforcement Learning for Joint Cruise Control and Task Offloading for Aerial Edge Internet of Things (EdgeIoT) CISTER-TR-230704 
Kai Li, Wei Ni, Xin Yuan, Alam Noor, Abbas JamalipourIEEE Internet of Things Journal (IoTJ) (IoTJ), Article No 21, IEEE. 10, Jun, 2022, Volume 9, pp 21676-21686.
When Internet of Things meets Metaverse: Convergence of Physical and Cyber Worlds CISTER-TR-221203 
Kai Li, Yingping Cui, Weicai Li, Tiejun Lv, Xin Yuan, Shenghong Li, Wei Ni, Meryem Simsek, Falko DresslerIEEE Internet of Things Journal (IoTJ) (IoTJ), IEEE. 2022.
Employing Intelligent Aerial Data Aggregators for Internet of Things: Challenges and Solutions CISTER-TR-220401 
Kai Li, Wei Ni, Alam Noor, Mohsen GuizaniIEEE Internet of Things Magazine (IoTM), IEEE. 2022.
Data-driven Flight Control of Internet-of-Drones for Sensor Data Aggregation using Multi-agent Deep Reinforcement Learning CISTER-TR-220502 
Kai Li, Wei Ni, Yousef Emami, Falko DresslerIEEE Wireless Communications Magazine (WCM) (WCM), IEEE. 2022.This work was supported in part by the National Funds through FCT/MCTES (Portuguese Foundation for Science and Technology), within the CISTER Research Unit under Grant UIDP/UIDB/04234/2020, and in part by the National Funds through FCT, under CMU Portugal Partnership under Project CMU/TIC/0022/2019 (CRUAV).
Exploring Deep Reinforcement Learning-Assisted Federated Learning for Online Resource Allocation in Privacy-Preserving EdgeIoT CISTER-TR-220503 
Jingjing Zheng, Kai Li, Wei Ni, Eduardo Tovar, Mohsen Guizani, Naram MhaisenIEEE Internet of Things Journal (IoTJ), IEEE. 2022.
Deep Graph-based Reinforcement Learning for Joint Cruise Control and Task Offloading for Aerial Edge Internet-of-Things (EdgeIoT) CISTER-TR-220602 
Kai Li, Wei Ni, Xin Yuan, Alam Noor, Abbas JamalipourIEEE Internet of Things Journal (IOTJ), IEEE. 2022.
Robust Transmission Scheduling for UAV-assisted Millimeter-Wave Train-Ground Communication System CISTER-TR-220701 
Yunhan Ma, Yong Niu, Zhu Han, Bo Ai, Kai Li, Zhangdui Zhong, Ning WangIEEE Transactions on Vehicular Technology (TVT) (TVT), IEEE. 2022.
Conference or Workshop Papers/Talks
An Experimental Study of Two-way Ranging Optimization in UWB-based Simultaneous Localization and Wall-Mapping Systems CISTER-TR-220302 
Kai Li, Wei Ni, Bo Wei, Mohsen GuizaniIEEE International Wireless Communications and Mobile Computing Conference (IWCMC) (IWCMC). 30, May to 3, Jun, 2022, IoT & Wireless Sensors. Dubrovnik, Croatia.
Data-driven Deep Reinforcement Learning for Online Flight Resource Allocation in UAV-aided Wireless Powered Sensor Networks CISTER-TR-220102 
Kai Li, Wei Ni, Harrison Kurunathan, Falko DresslerIEEE International Conference on Communications (ICC). 16 to 20, May, 2022, SAC - Aerial Communications Track. Seoul, South Korea.
i2Key: A Cross-sensor Symmetric Key Generation System using Inertial Measurements and Inaudible Sound CISTER-TR-220203 
Bo Wei, WEITAO XU, Kai Li, CHENGWEN LUO, JIN ZHANGThe International Conference on Information Processing in Sensor Networks (IPSN) (IPSN). 4 to 6, May, 2022. MILAN, Italy.
Federated Learning for Online Resource Allocation in Mobile Edge Computing: A Deep Reinforcement Learning Approach CISTER-TR-221201 
Jingjing Zheng, Kai Li, Wei Ni, Eduardo Tovar, Mohsen Guizani, Naram MhaisenIEEE Wireless Communications and Networking Conference (WCNC2023). 2022. Glasgow, Scotland, United Kingdom.
Conference or Workshop Posters/Demos
An Experimental Localization Testbed based on UWB Channel Impulse Response Measurements CISTER-TR-220204 
Kai Li, Wei Ni, Pei ZhangPoster presented in The International Conference on Information Processing in Sensor Networks (IPSN) (IPSN). 4 to 6, May, 2022, Poster session. MILAN, Italy.
Technical Reports
Machine Learning-Aided Operations and Communications of Unmanned Aerial Vehicles: A Contemporary Survey CISTER-TR-220802 
Harrison Kurunathan, Kai Li, Wei Ni, Ekram Hossein, Hailong Huanh2022.