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Jingjing Zheng (Publications)

Jingjing Zheng (Publications)

Jingjing Zheng (Publications)

PhD Student

Jingjing Zheng was born in 1991 in Hubei, China. From a very young age he showed enormously passionate about computers and mathematics. During his college years, he participated in China Undergraduate Mathematical Contest in Modeling three times, and obtained the Second Prize in Jiangxi Province, the First Prize in Jiangxi Province, the Second Prize in the Nation, respectively. In 2015 he began to study Control Science and Engineering at the Guangdong University of Technology, where he had done the master thesis of Research on Resource Allocation and Multi-agent Co-optimization for Dynamic Heterogeneous Multi-core Processors, and having obtained a good result through peer reviews. After that he rceived the M.S.degree from Guangdong University of Technology, China, in June 2018. Currently his research interests are in Real Time Embedded Systems, Multi-core processors and Optimization Algorithm. 

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Journal Papers
Leverage Variational Graph Representation for Model Poisoning on Federated Learning CISTER-TR-240507 
Kai Li, Xin Yuan, Jingjing Zheng, Wei Ni, Falko Dressler, Abbas Jamalipour
ABSTRACTPDFPDF
IEEE Transactions on Neural Networks and Learning Systems (TNNLS) (TNNLS), IEEE. 3, May, 2024.
Data-Agnostic Model Poisoning against Federated Learning: A Graph Autoencoder Approach CISTER-TR-240201 
Kai Li, Jingjing Zheng, Xin Yuan, Wei Ni, Ozgur B. Akan, H. Vincent Poor
ABSTRACTPDFPDF
IEEE Transactions on Information Forensics and Security (TIFS) (TIFS), IEEE. 2024.
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 Mhaisen
ABSTRACTPDFPDF
IEEE Internet of Things Journal (IoTJ), IEEE. 2022.
BloothAir: A Secure Aerial Relay System Using Bluetooth Connected Autonomous Drones CISTER-TR-210202 
Kai Li, Ning Lu, Jingjing Zheng, Pei Zhang, Wei Ni, Eduardo Tovar
ABSTRACT
ACM Transactions on Cyber-Physical Systems (TCPS), ACM. 9, Feb, 2021.In press.
Confidentiality and Timeliness of Data Dissemination in Platoon-based Vehicular Cyber-Physical Systems CISTER-TR-210402 
Kai Li, Wei Ni, Jingjing Zheng, Eduardo Tovar, Mohsen Guizani
ABSTRACTPDFPDF
IEEE Network (NET-M), IEEE. 2021.In press
Conference or Workshop Papers/Talks
Exploring Adversarial Graph Autoencoders to Manipulate Federated Learning in The Internet of Things CISTER-TR-230301 
Kai Li, Xin Yuan, Jingjing Zheng, Wei Ni, Mohsen Guizani
ABSTRACTPDFPDF
International Wireless Communications & Mobile Computing Conference (IWCMC) (IWCMC). 19 to 23, Jun, 2023, IoT & Wireless Sensors. Marrakesh, Morocco.Kai Li is a chair of AI FOR AUTONMOUS UNMANNED SYSTEMS SYMPOSIUM (AAUSS).
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 Mhaisen
ABSTRACTPDFPDF
IEEE Wireless Communications and Networking Conference (WCNC2023). 2022. Glasgow, Scotland, United Kingdom.
Federated Learning for Energy-balanced Client Selection in Mobile Edge Computing CISTER-TR-210305 
Jingjing Zheng, Kai Li, Eduardo Tovar, Mohsen Guizani
ABSTRACT
17th International Wireless Communications & Mobile Computing Conference (IWCMC 2021). 28, Jun to 2, Jul, 2021. Harbin, China.Jingjing Zheng, Kai Li, Eduardo Tovar, Mohsen Guizani
Conference or Workshop Posters/Demos
A Practical Secret Key Management for Multihop Drone Relay Systems based on Bluetooth Low Energy CISTER-TR-210601 
Kai Li, Ning Lu, Jingjing Zheng, Pei Zhang, Wei Ni, Eduardo Tovar
ABSTRACT
Demo in International Conference on Sensing, Communication and Networking (SECON). 6 to 9, Jul, 2021, Demo. Virtual conference.