Edge Artificial Intelligence for 6G: Vision, Enabling Technologies, and Applications

24 November 2021

Papers citing "Edge Artificial Intelligence for 6G: Vision, Enabling Technologies, and Applications"

50 / 85 papers shown

Title
Token Communication-Driven Multimodal Large Models in Resource-Constrained Multiuser Networks Junhe Zhang Wanli Ni Pengwei Wang Dongyu Wang 9 0 0 06 May 2025
Edge-Cloud Collaborative Computing on Distributed Intelligence and Model Optimization: A Survey J. H. Liu Yao Du Kun Yang Yan Wang Xiping Hu Z. Wang Y. Liu Peng Sun Azzedine Boukerche Victor C.M. Leung 31 0 0 03 May 2025
Edge Large AI Models: Revolutionizing 6G Networks Zixin Wang Yuanming Shi Yong Zhou Jingyang Zhu Khaled B. Letaief 27 0 0 01 May 2025
Satellite Federated Fine-Tuning for Foundation Models in Space Computing Power Networks Yan zhu Jingyang Zhu Ting Wang Yuanming Shi Chunxiao Jiang Khaled B. Letaief 22 0 0 14 Apr 2025
Empowering Edge Intelligence: A Comprehensive Survey on On-Device AI Models Xubin Wang Zhiqing Tang Jianxiong Guo Tianhui Meng Chenhao Wang Tian-sheng Wang Weijia Jia 39 0 0 08 Mar 2025
Keeping Yourself is Important in Downstream Tuning Multimodal Large Language Model Wenke Huang Jian Liang Xianda Guo Yiyang Fang Guancheng Wan ... Bin Yang He Li Jiawei Shao Mang Ye Bo Du OffRL LRM MLLM KELM VLM 63 1 0 06 Mar 2025
Optimizing Edge AI: A Comprehensive Survey on Data, Model, and System Strategies Xubin Wang Weijia Jia 34 0 0 08 Jan 2025
IRS Aided Federated Learning: Multiple Access and Fundamental Tradeoff Guangji Chen Jun Li Qingqing Wu Yiyang Ni 68 0 0 30 Nov 2024
Personal Data Protection in AI-Native 6G Systems Keivan Navaie 28 1 0 05 Nov 2024
On-Device LLMs for SMEs: Challenges and Opportunities Jeremy Stephen Gabriel Yee Pai Chet Ng Zhengkui Wang Ian McLoughlin Aik Beng Ng Simon See 22 1 0 21 Oct 2024
Peer-to-Peer Learning Dynamics of Wide Neural Networks Shreyas Chaudhari Srinivasa Pranav Emile Anand José M. F. Moura 22 3 0 23 Sep 2024
Federated Learning with Integrated Sensing, Communication, and Computation: Frameworks and Performance Analysis Yipeng Liang Qimei Chen Hao Jiang FedML 18 0 0 17 Sep 2024
Security, Trust and Privacy challenges in AI-driven 6G Networks Helena Rifa-Pous Victor Garcia-Font Carlos Núñez-Gómez Julian Salas 13 4 0 16 Sep 2024
Two-Timescale Synchronization and Migration for Digital Twin Networks: A Multi-Agent Deep Reinforcement Learning Approach Wenshuai Liu Yaru Fu Yongna Guo Fu Lee Wang Wen Sun Yan Zhang 18 5 0 02 Sep 2024
Statistical QoS Provision in Business-Centric Networks Chang Wu Yuang Chen Hancheng Lu 20 0 0 28 Aug 2024
Hierarchical Learning and Computing over Space-Ground Integrated Networks Jingyang Zhu Yuanming Shi Yong Zhou Chunxiao Jiang Linling Kuang 24 2 0 26 Aug 2024
Sequential Federated Learning in Hierarchical Architecture on Non-IID Datasets Xingrun Yan Shiyuan Zuo Rongfei Fan Han Hu Li Shen Puning Zhao Yong Luo FedML 39 0 0 19 Aug 2024
A Survey on Integrated Sensing, Communication, and Computation Dingzhu Wen Yong Zhou Xiaoyang Li Yuanming Shi Kaibin Huang Khaled B. Letaief 19 0 0 15 Aug 2024
On-the-fly Communication-and-Computing to Enable Representation Learning for Distributed Point Clouds Xu Chen Hai Wu Kaibin Huang 18 1 0 30 Jul 2024
Communication and Control Co-Design in 6G: Sequential Decision-Making with LLMs Xianfu Chen Celimuge Wu Yi Shen Yusheng Ji Tsutomu Yoshinaga Qiang Ni Charilaos C. Zarakovitis Honggang Zhang 25 1 0 06 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 23 0 0 01 Jul 2024
Adaptive Layer Splitting for Wireless LLM Inference in Edge Computing: A Model-Based Reinforcement Learning Approach Yuxuan Chen Rongpeng Li Xiaoxue Yu Zhifeng Zhao Honggang Zhang 29 8 0 03 Jun 2024
Beyond the Edge: An Advanced Exploration of Reinforcement Learning for Mobile Edge Computing, its Applications, and Future Research Trajectories Ning Yang Shuo Chen Haijun Zhang Randall Berry OffRL 29 4 0 22 Apr 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
Satellite Federated Edge Learning: Architecture Design and Convergence Analysis Yuanming Shi Li Zeng Jingyang Zhu Yong Zhou Chunxiao Jiang Khaled B. Letaief 19 12 0 02 Apr 2024
AdaptSFL: Adaptive Split Federated Learning in Resource-constrained Edge Networks Zhengyi Lin Guanqiao Qu Wei Wei Xianhao Chen Kin K. Leung 41 43 0 19 Mar 2024
Blockchain-Enhanced Offloading in Mobile Edge Computing: A Systematic Review and Survey of Current Trends and Future Directions Komeil Moghaddasi Shakiba Rajabi 32 2 0 09 Mar 2024
Multi-Tier Computing-Enabled Digital Twin in 6G Networks Kunlun Wang Yongyi Tang T. Duong Saeed R. Khosravirad O. Dobre G. Karagiannidis AI4CE 8 2 0 28 Dec 2023
Hybrid-Task Meta-Learning: A Graph Neural Network Approach for Scalable and Transferable Bandwidth Allocation Xin Hao Changyang She Phee Lep Yeoh Yuhong Liu B. Vucetic Yonghui Li 17 0 0 23 Dec 2023
Task-Oriented Edge Networks: Decentralized Learning Over Wireless Fronthaul Hoon Lee Seung-Wook Kim 17 4 0 03 Dec 2023
Adaptive Resource Allocation for Semantic Communication Networks Lingyi Wang Wei Wu Fuhui Zhou Zhaohui Yang Zhijing Qin 11 17 0 02 Dec 2023
Green Edge AI: A Contemporary Survey Yuyi Mao X. Yu Kaibin Huang Ying-Jun Angela Zhang Jun Zhang 26 16 0 01 Dec 2023
A Survey on Trustworthy Edge Intelligence: From Security and Reliability To Transparency and Sustainability Xiaojie Wang Beibei Wang Yu Wu Zhaolong Ning Song Guo F. I. F. Richard Yu 24 10 0 27 Oct 2023
End-to-End Delay Minimization based on Joint Optimization of DNN Partitioning and Resource Allocation for Cooperative Edge Inference Xinrui Ye Yanzan Sun Dingzhu Wen Guangjin Pan Shunqing Zhang 20 2 0 19 Oct 2023
Over-the-Air Federated Learning and Optimization Jingyang Zhu Yuanming Shi Yong Zhou Chunxiao Jiang Wei-Neng Chen Khaled B. Letaief FedML 11 10 0 16 Oct 2023
Towards Scalable Wireless Federated Learning: Challenges and Solutions Yong Zhou Yuanming Shi Haibo Zhou Jingjing Wang Liqun Fu Yang Yang 10 3 0 08 Oct 2023
Edge AI Empowered Physical Layer Security for 6G NTN: Potential Threats and Future Opportunities Hong-Fu Chou Sourabh Solanki Vu Nguyen Ha Lin Chen Sean Longyu Ma H. Al-Hraishawi G. Eappen Symeon Chatzinotas 14 1 0 03 Oct 2023
Federated Reinforcement Learning for Electric Vehicles Charging Control on Distribution Networks Junkai Qian Yuning Jiang Xin Liu Qiong Wang Ting Wang Yuanming Shi Wei-Neng Chen 12 18 0 17 Aug 2023
Efficient Multiuser AI Downloading via Reusable Knowledge Broadcasting Hai Wu Qunsong Zeng Kaibin Huang 19 7 0 28 Jul 2023
Communication-Efficient Split Learning via Adaptive Feature-Wise Compression Yong-Nam Oh Jaeho Lee Christopher G. Brinton Yo-Seb Jeon MQ 15 7 0 20 Jul 2023
Large Language Models Empowered Autonomous Edge AI for Connected Intelligence Yifei Shen Jiawei Shao Xinjie Zhang Zehong Lin Hao Pan Dongsheng Li Jun Zhang Khaled B. Letaief 34 77 0 06 Jul 2023
Edge Learning for 6G-enabled Internet of Things: A Comprehensive Survey of Vulnerabilities, Datasets, and Defenses M. Ferrag Othmane Friha B. Kantarci Norbert Tihanyi Lucas C. Cordeiro Merouane Debbah Djallel Hamouda Muna Al-Hawawreh K. Choo 15 42 0 17 Jun 2023
When Decentralized Optimization Meets Federated Learning Hongchang Gao My T. Thai Jie Wu FedML 11 22 0 05 Jun 2023
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
Lyapunov-Driven Deep Reinforcement Learning for Edge Inference Empowered by Reconfigurable Intelligent Surfaces Kyriakos Stylianopoulos M. Merluzzi P. Lorenzo G. C. Alexandropoulos 23 9 0 18 May 2023
Vertical Federated Learning over Cloud-RAN: Convergence Analysis and System Optimization Yuanming Shi Shuhao Xia Yong Zhou Yijie Mao Chunxiao Jiang M. Tao FedML 8 15 0 04 May 2023
A Survey on Vertical Federated Learning: From a Layered Perspective Liu Yang Di Chai Junxue Zhang Yilun Jin Leye Wang Hao Liu Han Tian Qian Xu Kai Chen FedML 17 27 0 04 Apr 2023
Collaborative Authentication for 6G Networks: An Edge Intelligence based Autonomous Approach He Fang Zhenlong Xiao Xianbin Wang Li Xu L. Hanzo 13 13 0 27 Mar 2023
Efficient Parallel Split Learning over Resource-constrained Wireless Edge Networks Zhengyi Lin Guangyu Zhu Yiqin Deng Xianhao Chen Yue Gao Kaibin Huang Yuguang Fang 21 94 0 26 Mar 2023
On-the-Fly Communication-and-Computing for Distributed Tensor Decomposition Over MIMO Channels Xu Chen Erik G. Larsson Kaibin Huang 19 3 0 28 Feb 2023