no code implementations • 18 Feb 2024 • Yao Shu, Jiongfeng Fang, Ying Tiffany He, Fei Richard Yu
First-order optimization (FOO) algorithms are pivotal in numerous computational domains such as machine learning and signal denoising.
no code implementations • 18 Jan 2024 • Jie Guo, Hao Chen, Bin Song, Yuhao Chi, Chau Yuen, Fei Richard Yu, Geoffrey Ye Li, Dusit Niyato
In this article, we present a novel framework, named distributed task-oriented communication networks (DTCN), based on recent advances in multimodal semantic transmission and edge intelligence.
no code implementations • 27 Oct 2023 • Xiaojie Wang, Beibei Wang, Yu Wu, Zhaolong Ning, Song Guo, Fei Richard Yu
Edge Intelligence (EI) integrates Edge Computing (EC) and Artificial Intelligence (AI) to push the capabilities of AI to the network edge for real-time, efficient and secure intelligent decision-making and computation.
no code implementations • 24 Apr 2023 • Yan Zhou, Jie Guo, Hao Sun, Bin Song, Fei Richard Yu
The main idea of multimodal recommendation is the rational utilization of the item's multimodal information to improve the recommendation performance.
no code implementations • 31 Mar 2023 • Yanjie Dong, Luya Wang, Yuanfang Chi, Jia Wang, Haijun Zhang, Fei Richard Yu, Victor C. M. Leung, Xiping Hu
A wireless federated learning system is investigated by allowing a server and workers to exchange uncoded information via orthogonal wireless channels.