Task-Oriented Over-the-Air Computation for Multi-Device Edge AI

Task-Oriented Over-the-Air Computation for Multi-Device Edge AI

2 November 2022

Guangxu Zhu

Papers citing "Task-Oriented Over-the-Air Computation for Multi-Device Edge AI"

7 / 7 papers shown

Title
A Survey on Integrated Sensing, Communication, and Computation Dingzhu Wen Yong Zhou Xiaoyang Li Yuanming Shi Kaibin Huang Khaled B. Letaief 17 0 0 15 Aug 2024
Private Collaborative Edge Inference via Over-the-Air Computation Selim F. Yilmaz Burak Hasircioglu Li Qiao Deniz Gunduz FedML 41 0 0 30 Jul 2024
Task-oriented Over-the-air Computation for Edge-device Co-inference with Balanced Classification Accuracy Xiang Jiao Dingzhu Wen Guangxu Zhu Wei Jiang Wu Luo Yuanming Shi 20 0 0 01 Jul 2024
Collaborative Edge AI Inference over Cloud-RAN Pengfei Zhang Dingzhu Wen Guangxu Zhu Qimei Chen Kaifeng Han Yuanming Shi 30 5 0 09 Apr 2024
Integrated Sensing-Communication-Computation for Edge Artificial Intelligence Dingzhu Wen Xiaoyang Li Yong Zhou Yuanming Shi Sheng Wu Chunxiao Jiang 14 21 0 01 Jun 2023
Federated Dropout -- A Simple Approach for Enabling Federated Learning on Resource Constrained Devices Dingzhu Wen Ki-Jun Jeon Kaibin Huang FedML 60 88 0 30 Sep 2021
Learning Task-Oriented Communication for Edge Inference: An Information Bottleneck Approach Jiawei Shao Yuyi Mao Jun Zhang 24 211 0 08 Feb 2021