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	Leveraging Large Language Models for Network Security: A Multi-Expert Approach 期刊论文 INTERNET TECHNOLOGY LETTERS, 2025, 卷号: 8, 期号: 3 作者: Lin, Tianshun; Xu, Changgui; Zhang, Jianshan; Lin, Nan; Liu, Yuxin Adobe PDF(335Kb) \| 收藏 \| 浏览/下载：14/1 \| 提交时间：2025/04/25 Deep learning Reinforcement learning Semantics Computational overheads Edge computing EDGE Networks Industrial edge computing Language model Large language model Multi-expert Networks security Reinforcement learning models Reinforcement learnings
	Dynamic UAV-Assisted Cooperative Edge AI Inference 期刊论文 IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2025, 卷号: 24, 期号: 1, 页码: 615-628 作者: Jingfeng Huang; Lixiang Lian; Dingzhu Wen; Yong Zhou; Fuzhai Wang Adobe PDF(9902Kb) \| 收藏 \| 浏览/下载：195/10 \| 提交时间：2025/01/13 Aircraft communication Data communication systems Digital communication systems Edge computing Health risks Inference engines Aerial vehicle Edge AI inference Inference systems Intelligent Services Over the airs Over-the-air computation Real-time data Trajectory designs Unmanned aerial vehicle trajectory design Vehicle trajectories
	Federated Fine-Tuning for Pre-Trained Foundation Models Over Wireless Networks 期刊论文 IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2025, 卷号: PP, 期号: 99 作者: Wang, Zixin; Zhou, Yong; Shi, Yuanming; Letaief, Khaled B. Adobe PDF(12364Kb) \| 收藏 \| 浏览/下载：84/1 \| 提交时间：2025/02/28 Adversarial machine learning Data privacy Differential privacy Edge computing Frequency allocation Integer programming Learning to rank Network embeddings Resource allocation Edge server Fine tuning Foundation models Intelligence services Learning performance On-line algorithms Parameter-efficient fine-tuning Pre-trained foundation model Resources allocation Upper Bound
	Federated Low-Rank Adaptation for Large Language Model Fine-Tuning Over Wireless Networks 会议论文 GLOBECOM 2024 - 2024 IEEE GLOBAL COMMUNICATIONS CONFERENCE, Cape Town, South Africa, 8-12 Dec. 2024 作者: Zixin Wang; Yong Zhou 收藏 \| 浏览/下载：52/0 \| 提交时间：2025/03/18 Edge computing Frequency allocation Integer programming Learning to rank Mixed-integer linear programming Problem oriented languages Resource allocation Critical challenges Device scheduling Distributed data Fine tuning Fine-tuning methods Global models Language model Learning performance On-line algorithms Radio resources
	Satellite Federated Fine-Tuning for Foundation Models: Architecture Design and System Optimization 会议论文 GLOBECOM 2024 - 2024 IEEE GLOBAL COMMUNICATIONS CONFERENCE, Cape Town, South Africa, 8-12 Dec. 2024 作者: Yan Zhu; Peng Yang; Jingyang Zhu; Dingzhu Wen; Ting Wang 收藏 \| 浏览/下载：52/0 \| 提交时间：2025/03/18 Edge computing Integrated circuit design Network security Privacy by design Satellite communication systems Tropics Architecture designs Design optimization Fine tuning Foundation models Intelligence models Low earth orbit satellites Modeling architecture Proposed architectures Satellite data System optimizations
	Selective and quasi-continuous switching of ferroelectric Chern insulator devices for neuromorphic computing 期刊论文 NATURE NANOTECHNOLOGY, 2024, 卷号: 19, 期号: 7, 页码: 962-969 作者: Chen, Moyu; Xie, Yongqin; Cheng, Bin; Yang, Zaizheng; Li, Xin-Zhi Adobe PDF(1801Kb) \| 收藏 \| 浏览/下载：267/1 \| 提交时间：2024/07/22 Boron nitride Ferroelectricity Graphene Quantum chemistry Quantum theory Topology Computing devices Computing technology Edge state Fault-tolerant computing Ferroelectric state Ferroelectric switching Hall conductance Insulating state Neuromorphic computing State based
	GNN-Aided Distributed GAN with Partially Observable Social Graph 会议论文 IEEE WCNC 2024, Dubai, United Arab Emirates, 21-24 April 2024 作者: Chen, Ming; Wang, Shangshang; Zhang, Tianyi; Shao, Ziyu; Yang, Yang Adobe PDF(12034Kb) \| 收藏 \| 浏览/下载：355/2 \| 提交时间：2024/03/14 Budget control Deep learning E-learning Energy utilization Graph neural networks Ubiquitous computing Distributed data Distributed implementation Edge computing Edge-based End-devices Energy budgets Graph neural networks Limited energies Social graphs Social ties
	Green Edge Intelligence Scheme for Mobile Keyboard Emoji Prediction 期刊论文 IEEE TRANSACTIONS ON MOBILE COMPUTING, 2024, 卷号: 23, 期号: 2, 页码: 1888-1901 作者: Tang, Yinxu; Hou, Jianfeng; Huang, Xi; Shao, Ziyu; Yang, Yang Adobe PDF(2393Kb) \| 收藏 \| 浏览/下载：296/2 \| 提交时间：2024/08/23 E-learning Energy efficiency Green computing Learning systems Smartphones Atmospheric modeling Bandit learning Computational modelling Edge intelligence Emoji prediction Green edge intelligence Keyboard On-line controls Predictive models Smart phones
	Joint Task Offloading and Energy Harvesting in Space–Air–Ground Integrated MEC Networks 期刊论文 IEEE INTERNET OF THINGS JOURNAL, 2024, 卷号: PP, 期号: 99 作者: Yuexia Zhang; Yunong Yang; Siyu Zhang; Sheng Wu; Yuanming Shi Adobe PDF(745Kb) \| 收藏 \| 浏览/下载：153/1 \| 提交时间：2024/11/11 Computation offloading Mobile edge computing Queueing theory Resource allocation Air grounds Edge computing Energy Integrated networks Optimisations Resources allocation Space-air-ground integrated network Task executions Task offloading Terminal devices
	Semantic Communication Meets Edge Intelligence: Semantic-Relay-Aided Text Transmissions 期刊论文 IEEE INTERNET OF THINGS JOURNAL, 2024, 卷号: PP, 期号: 99, 页码: 1-1 作者: Zeyang Hu; Changsheng You; Tianyu Liu; Dingzhu Wen; Ye Hu Adobe PDF(10567Kb) \| 收藏 \| 浏览/下载：160/3 \| 提交时间：2024/08/26 Edge computing Frequency allocation Job analysis Mobile telecommunication systems Resource allocation Edge learning Joint power Joint power and bandwidth allocation Mobile handsets Receiver Relay Resource management Semantic communication Semantic relay Task analysis

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