Large Language Models Empowered Autonomous Edge AI for Connected Intelligence

6 July 2023

Jiawei Shao

Papers citing "Large Language Models Empowered Autonomous Edge AI for Connected Intelligence"

35 / 35 papers shown

Title
UserCentrix: An Agentic Memory-augmented AI Framework for Smart Spaces Alaa Saleh Sasu Tarkoma Praveen Kumar Donta Naser Hossein Motlagh Schahram Dustdar Susanna Pirttikangas Lauri Lovén 41 0 0 01 May 2025
Exploring the Role of Large Language Models in Cybersecurity: A Systematic Survey Shuang Tian Tao Zhang J. Liu Jiacheng Wang Xuangou Wu ... Ruichen Zhang W. Zhang Zhenhui Yuan Shiwen Mao Dong In Kim 48 0 0 22 Apr 2025
Battling Misinformation: An Empirical Study on Adversarial Factuality in Open-Source Large Language Models Shahnewaz Karim Sakib Anindya Bijoy Das Shibbir Ahmed AAML 58 1 0 12 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
ViDDAR: Vision Language Model-Based Task-Detrimental Content Detection for Augmented Reality Yanming Xiu T. Scargill M. Gorlatova 70 2 0 22 Jan 2025
Multi-Agent Collaboration Mechanisms: A Survey of LLMs Khanh-Tung Tran Dung Dao Minh-Duong Nguyen Quoc-Viet Pham Barry O’Sullivan Hoang D. Nguyen LLMAG 90 22 0 10 Jan 2025
Towards Edge General Intelligence via Large Language Models: Opportunities and Challenges Handi Chen Weipeng Deng Shuo Yang J. Xu Zhihan Jiang Edith Ngai Jiangchuan Liu Xue Liu ELM 19 1 0 16 Oct 2024
Generative Semantic Communication via Textual Prompts: Latency Performance Tradeoffs Mengmeng Ren Li Qiao Long Yang Zhen Gao Jian Chen Mahdi Boloursaz Mashhadi Pei Xiao Rahim Tafazolli Mehdi Bennis VLM 94 4 0 15 Sep 2024
Mobile Edge Intelligence for Large Language Models: A Contemporary Survey Guanqiao Qu Qiyuan Chen Wei Wei Zheng Lin Xianhao Chen Kaibin Huang 33 37 0 09 Jul 2024
Leveraging Large Language Models for Integrated Satellite-Aerial-Terrestrial Networks: Recent Advances and Future Directions Shumaila Javaid R. A. Khalil Nasir Saeed Bin He Mohamed-Slim Alouini 32 8 0 05 Jul 2024
Resource Allocation and Secure Wireless Communication in the Large Model-based Mobile Edge Computing System Zefan Wang Yitong Wang Jun Zhao 24 0 0 29 Jun 2024
VELO: A Vector Database-Assisted Cloud-Edge Collaborative LLM QoS Optimization Framework Zhi Yao Zhiqing Tang Jiong Lou Ping Shen Weijia Jia 32 7 0 19 Jun 2024
Recent Advances in Federated Learning Driven Large Language Models: A Survey on Architecture, Performance, and Security Youyang Qu Ming Liu Tianqing Zhu Longxiang Gao Shui Yu Wanlei Zhou MU FedML 52 2 0 14 Jun 2024
Generative AI-in-the-loop: Integrating LLMs and GPTs into the Next Generation Networks Han Zhang A. B. Sediq Ali Afana Melike Erol-Kantarci 36 1 0 06 Jun 2024
WirelessLLM: Empowering Large Language Models Towards Wireless Intelligence Jiawei Shao Jingwen Tong Qiong Wu Wei Guo Zijian Li Zehong Lin Jun Zhang 29 25 0 27 May 2024
EdgeShard: Efficient LLM Inference via Collaborative Edge Computing Mingjin Zhang Jiannong Cao Xiaoming Shen Zeyang Cui 31 45 0 23 May 2024
Large Language Model (LLM) for Telecommunications: A Comprehensive Survey on Principles, Key Techniques, and Opportunities Hao Zhou Chengming Hu Ye Yuan Yufei Cui Yili Jin ... Di Wu Xue Liu Charlie Zhang Xianbin Wang Jiangchuan Liu 30 55 0 17 May 2024
Large Language Models in Wireless Application Design: In-Context Learning-enhanced Automatic Network Intrusion Detection Han Zhang A. B. Sediq Ali Afana Melike Erol-Kantarci 33 7 0 17 May 2024
An Overview of Machine Learning-Enabled Optimization for Reconfigurable Intelligent Surfaces-Aided 6G Networks: From Reinforcement Learning to Large Language Models Hao Zhou Chengming Hu Xue Liu AI4CE 28 0 0 09 May 2024
Artificial General Intelligence (AGI)-Native Wireless Systems: A Journey Beyond 6G Walid Saad Omar Hashash Christo Kurisummoottil Thomas Christina Chaccour Merouane Debbah N. Mandayam Zhu Han AI4CE 27 22 0 29 Apr 2024
Advances and Open Challenges in Federated Learning with Foundation Models Chao Ren Han Yu Hongyi Peng Xiaoli Tang Anran Li ... A. Tan Bo Zhao Xiaoxiao Li Zengxiang Li Qiang Yang FedML AIFin AI4CE 65 4 0 23 Apr 2024
Follow-Me AI: Energy-Efficient User Interaction with Smart Environments Alaa Saleh Praveen Kumar Donta Roberto Morabito Naser Hossein Motlagh Lauri Lovén 9 4 0 18 Apr 2024
Generative AI Agent for Next-Generation MIMO Design: Fundamentals, Challenges, and Vision Zhe Wang Jiayi Zhang Hongyang Du Ruichen Zhang Dusit Niyato Bo Ai K. B. Letaief 75 3 0 13 Apr 2024
Communication-Efficient Large-Scale Distributed Deep Learning: A Comprehensive Survey Feng Liang Zhen Zhang Haifeng Lu Victor C. M. Leung Yanyi Guo Xiping Hu GNN 29 6 0 09 Apr 2024
Rethinking Resource Management in Edge Learning: A Joint Pre-training and Fine-tuning Design Paradigm Zhonghao Lyu Yuchen Li Guangxu Zhu Jie Xu H. Vincent Poor Shuguang Cui 24 7 0 01 Apr 2024
When Large Language Model Agents Meet 6G Networks: Perception, Grounding, and Alignment Minrui Xu Dusit Niyato Jiawen Kang Zehui Xiong Shiwen Mao Zhu Han Dong In Kim K. B. Letaief LLMAG 31 30 0 15 Jan 2024
Towards Message Brokers for Generative AI: Survey, Challenges, and Opportunities Alaa Saleh Roberto Morabito Sasu Tarkoma Susanna Pirttikangas Lauri Lovén 53 3 0 22 Dec 2023
Large Language Model Enhanced Multi-Agent Systems for 6G Communications Feibo Jiang Li Dong Yubo Peng Kezhi Wang Kun Yang Cunhua Pan Dusit Niyato O. Dobre LLMAG 19 35 0 13 Dec 2023
Edge AI for Internet of Energy: Challenges and Perspectives Yassine Himeur A. Sayed A. Alsalemi F. Bensaali Abbes Amira 43 26 0 28 Nov 2023
AI-native Interconnect Framework for Integration of Large Language Model Technologies in 6G Systems Sasu Tarkoma Roberto Morabito Jaakko Sauvola 8 19 0 10 Nov 2023
Orchestration of Emulator Assisted Mobile Edge Tuning for AI Foundation Models: A Multi-Agent Deep Reinforcement Learning Approach Wen-li Yu Terence Jie Chua Junfeng Zhao 11 2 0 26 Oct 2023
Pushing Large Language Models to the 6G Edge: Vision, Challenges, and Opportunities Zhengyi Lin Guanqiao Qu Qiyuan Chen Randy Sarayar Zhe Chen Kaibin Huang 8 89 0 28 Sep 2023
RT-LM: Uncertainty-Aware Resource Management for Real-Time Inference of Language Models Yufei Li Zexin Li Wei Yang Cong Liu 8 6 0 12 Sep 2023
TinyML: Tools, Applications, Challenges, and Future Research Directions Rakhee Kallimani K. Pai Prasoon Raghuwanshi S. Iyer O. López 30 40 0 23 Mar 2023
Sparks of Artificial General Intelligence: Early experiments with GPT-4 Sébastien Bubeck Varun Chandrasekaran Ronen Eldan J. Gehrke Eric Horvitz ... Scott M. Lundberg Harsha Nori Hamid Palangi Marco Tulio Ribeiro Yi Zhang ELM AI4MH AI4CE ALM 206 2,232 0 22 Mar 2023