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Task-Oriented Communication for Multi-Device Cooperative Edge Inference

1 September 2021

Jiawei Shao

Yuyi Mao

Jun Zhang

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Papers citing "Task-Oriented Communication for Multi-Device Cooperative Edge Inference"

34 / 34 papers shown

Title
The Larger the Merrier? Efficient Large AI Model Inference in Wireless Edge Networks Zhonghao Lyu Ming Xiao Jie Xu Mikael Skoglund Marco Di Renzo 61 1 0 14 May 2025
Transferable Deployment of Semantic Edge Inference Systems via Unsupervised Domain Adaption Weiqiang Jiao Suzhi Bi Xianrui Li Cheng Guo Hao Chen Zhi Quan 99 0 0 16 Apr 2025
Task as Context Prompting for Accurate Medical Symptom Coding Using Large Language Models Chengyang He Wenlong Zhang Violet Chen Yue Ning Ping Wang 61 0 0 03 Apr 2025
Task-Oriented Feature Compression for Multimodal Understanding via Device-Edge Co-Inference Cheng Yuan Ziqiang Liu Jiashu Lv Jiawei Shao Yufei Jiang Jing Zhang Xuelong Li 109 1 0 17 Mar 2025
Aligning Task- and Reconstruction-Oriented Communications for Edge Intelligence Yufeng Diao Yichi Zhang Changyang She Philip Guodong Zhao Emma Liying Li 96 0 0 24 Feb 2025
Over-the-Air Multi-Sensor Inference with Neural Networks Using Memristor-Based Analog Computing Busra Tegin Muhammad Atif Ali T. Duman 126 0 0 20 Jan 2025
Vision Transformer-based Semantic Communications With Importance-Aware Quantization Joohyuk Park Yongjeong Oh Yongjune Kim Yo-Seb Jeon MQ 117 0 0 08 Dec 2024
Task-Oriented Communication for Graph Data: A Graph Information Bottleneck Approach Shujing Li Yanhu Wang Shuaishuai Guo Chenyuan Feng 68 3 0 04 Sep 2024
WirelessLLM: Empowering Large Language Models Towards Wireless Intelligence Jiawei Shao Jingwen Tong Qiong Wu Wei Guo Zijian Li Zehong Lin Jun Zhang 90 40 0 27 May 2024
VideoQA-SC: Adaptive Semantic Communication for Video Question Answering Jiangyuan Guo Wei Chen Yuxuan Sun Jia-lin Xu Bo Ai 112 4 0 17 May 2024
Tackling Distribution Shifts in Task-Oriented Communication with Information Bottleneck Hongru Li Jiawei Shao Hengtao He Shenghui Song Jun Zhang Khaled B. Letaief OOD 91 5 0 15 May 2024
Socialized Learning: A Survey of the Paradigm Shift for Edge Intelligence in Networked Systems Xiaofei Wang Yunfeng Zhao Chao Qiu Qinghua Hu Victor C. M. Leung 83 7 0 20 Apr 2024
Semantic Communication for Cooperative Multi-Task Processing over Wireless Networks Ahmad Halimi Razlighi C. Bockelmann Armin Dekorsy 70 4 0 12 Apr 2024
Collaborative Edge AI Inference over Cloud-RAN Pengfei Zhang Dingzhu Wen Guangxu Zhu Qimei Chen Kaifeng Han Yuanming Shi 103 6 0 09 Apr 2024
Distributed and Rate-Adaptive Feature Compression Aditya Deshmukh Venugopal V. Veeravalli Gunjan Verma 19 0 0 02 Apr 2024
GeNet: A Graph Neural Network-based Anti-noise Task-Oriented Semantic Communication Paradigm Chunhang Zheng Kechao Cai 62 0 0 27 Mar 2024
Task-Oriented Edge Networks: Decentralized Learning Over Wireless Fronthaul Hoon Lee Seung-Wook Kim 80 5 0 03 Dec 2023
Green Edge AI: A Contemporary Survey Yuyi Mao X. Yu Kaibin Huang Ying-Jun Angela Zhang Jun Zhang 127 21 0 01 Dec 2023
Learning for Semantic Knowledge Base-Guided Online Feature Transmission in Dynamic Channels Xiangyu Gao Yaping Sun Dongyu Wei Xiaodong Xu Hao Chen Hao Yin Shuguang Cui 37 2 0 30 Nov 2023
Towards Scalable Wireless Federated Learning: Challenges and Solutions Yong Zhou Yuanming Shi Haibo Zhou Jingjing Wang Liqun Fu Yang Yang 108 3 0 08 Oct 2023
Efficient Multiuser AI Downloading via Reusable Knowledge Broadcasting Hai Wu Qunsong Zeng Kaibin Huang 104 8 0 28 Jul 2023
Rate-Adaptive Coding Mechanism for Semantic Communications With Multi-Modal Data Yangshuo He Guanding Yu Yunlong Cai 66 17 0 18 May 2023
Task-Oriented Communication Design at Scale Arsham Mostaani T. Vu Hamed Habibi Symeon Chatzinotas Björn E. Ottersten 63 3 0 15 May 2023
A Survey on Digital Twins: Architecture, Enabling Technologies, Security and Privacy, and Future Prospects Yuntao Wang Zhou Su Shaolong Guo Minghui Dai Tom H. Luan Yiliang Liu 94 125 0 31 Jan 2023
Semantics-Empowered Communication: A Tutorial-cum-Survey Zhilin Lu Rongpeng Li Kun Lu Xianfu Chen Ekram Hossain Zhifeng Zhao Honggang Zhang 121 19 0 16 Dec 2022
Task-Oriented Communication for Edge Video Analytics Jiawei Shao Xinjie Zhang Jun Zhang 50 21 0 25 Nov 2022
Enabling AI Quality Control via Feature Hierarchical Edge Inference Jinhyuk Choi Seongun Kim Seung-Woo Ko 43 0 0 15 Nov 2022
Robust Information Bottleneck for Task-Oriented Communication with Digital Modulation Songjie Xie Shuaijie Ma Ming Ding Yuanming Shi Ming-Fu Tang Youlong Wu 114 74 0 21 Sep 2022
Edge Learning for B5G Networks with Distributed Signal Processing: Semantic Communication, Edge Computing, and Wireless Sensing Wei Xu Zhaohui Yang Derrick Wing Kwan Ng Marco Levorato Yonina C. Eldar Mérouane Debbah 91 413 0 01 Jun 2022
Semantic Information Recovery in Wireless Networks Edgar Beck C. Bockelmann Armin Dekorsy 101 24 0 28 Apr 2022
Enabling All In-Edge Deep Learning: A Literature Review Praveen Joshi Mohammed Hasanuzzaman Chandra Thapa Haithem Afli T. Scully 100 24 0 07 Apr 2022
Edge Artificial Intelligence for 6G: Vision, Enabling Technologies, and Applications Khaled B. Letaief Yuanming Shi Jianmin Lu Jianhua Lu 99 434 0 24 Nov 2021
Learn to Communicate with Neural Calibration: Scalability and Generalization Yifan Ma Yifei Shen Xianghao Yu Jun Zhang S. H. Song Khaled B. Letaief 90 12 0 01 Oct 2021
Reinforcement Learning-powered Semantic Communication via Semantic Similarity Kun Lu Rongpeng Li Xianfu Chen Zhifeng Zhao Honggang Zhang 55 53 0 27 Aug 2021