no code implementations • 21 Jan 2024 • Yihan Cang, Ming Chen, Yijin Pan, Zhaohui Yang, Ye Hu, Haijian Sun, Mingzhe Chen
By iteratively solving the primal problem and master problem, the optimal scheduling and resource allocation scheme is obtained.
no code implementations • 16 Jan 2024 • Lihao Zhang, Haijian Sun, Yong Zeng, Rose Qingyang Hu
As 5G technology becomes increasingly established, the anticipation for 6G is growing, which promises to deliver faster and more reliable wireless connections via cutting-edge radio technologies.
no code implementations • 3 Jan 2024 • Ethan Zhu, Haijian Sun, Mingyue Ji
Connected and automated vehicles (CAVs) have become a transformative technology that can change our daily life.
no code implementations • 2 Jan 2024 • Ethan Zhu, Haijian Sun, Mingyue Ji
Channel modeling is fundamental in advancing wireless systems and has thus attracted considerable research focus.
no code implementations • 14 Sep 2023 • Fei Dou, Jin Ye, Geng Yuan, Qin Lu, Wei Niu, Haijian Sun, Le Guan, Guoyu Lu, Gengchen Mai, Ninghao Liu, Jin Lu, Zhengliang Liu, Zihao Wu, Chenjiao Tan, Shaochen Xu, Xianqiao Wang, Guoming Li, Lilong Chai, Sheng Li, Jin Sun, Hongyue Sun, Yunli Shao, Changying Li, Tianming Liu, WenZhan Song
Artificial General Intelligence (AGI), possessing the capacity to comprehend, learn, and execute tasks with human cognitive abilities, engenders significant anticipation and intrigue across scientific, commercial, and societal arenas.
no code implementations • 12 Apr 2023 • Guoyu Lu, Sheng Li, Gengchen Mai, Jin Sun, Dajiang Zhu, Lilong Chai, Haijian Sun, Xianqiao Wang, Haixing Dai, Ninghao Liu, Rui Xu, Daniel Petti, Tianming Liu, Changying Li
Artificial General Intelligence (AGI) is poised to revolutionize a variety of sectors, including healthcare, finance, transportation, and education.
no code implementations • 3 Aug 2022 • Xiang Ma, Haijian Sun, Rose Qingyang Hu, Yi Qian
Nevertheless, since it is the model instead of the raw data that is shared, the system can be exposed to the poisoning model attacks launched by malicious clients.
no code implementations • 12 Jan 2022 • Qun Wang, Haijian Sun, Rose Qingyang Hu, Arupjyoti Bhuyan
The exponential growth of internet connected systems has generated numerous challenges, such as spectrum shortage issues, which require efficient spectrum sharing (SS) solutions.
no code implementations • 5 Aug 2021 • Xiang Ma, Haijian Sun, Qun Wang, Rose Qingyang Hu
A new machine learning (ML) technique termed as federated learning (FL) aims to preserve data at the edge devices and to only exchange ML model parameters in the learning process.
no code implementations • 9 Feb 2021 • Qun Wang, Han Hu, Haijian Sun, Rose Qingyang Hu
In this paper, we study the task offloading and resource allocation problem in a non-orthogonal multiple access (NOMA) assisted MEC network with security and energy efficiency considerations.
no code implementations • 21 Jun 2020 • Xiang Ma, Haijian Sun, Rose Qingyang Hu
Due to the limited bandwidth, only a subset of connected devices can be scheduled in each round.
no code implementations • 3 Mar 2020 • Haijian Sun, Xiang Ma, Rose Qingyang Hu
Federated learning (FL) is an emerging machine learning technique that aggregates model attributes from a large number of distributed devices.
Networking and Internet Architecture Signal Processing