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	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; Yuanming Shi; Khaled. B. Letaief 收藏 \| 浏览/下载：51/0 \| 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
	SDDRL-SR: A High-Reliability Satellite Routing Algorithm Based on Deep Reinforcement Learning 会议论文 2024 IEEE 99TH VEHICULAR TECHNOLOGY CONFERENCE (VTC2024-SPRING), Singapore, Singapore, 24-27 June 2024 作者: Zhao-Long Ding; Hui-Jie Liu; Feng Tian; Zi-Jian Yang Adobe PDF(559Kb) \| 收藏 \| 浏览/下载：164/1 \| 提交时间：2024/09/30 Bayesian networks Deep learning Reinforcement learning Routing algorithms Satellite communication systems Satellite links Dijkstra Distributed routing End to end latencies Low earth orbit satellite network Low earth orbit satellites Reinforcement learnings Routing methods Routings Satellite network Two-hop state-aware
	An Empirical Study on Google Research Football Multi-agent Scenarios 期刊论文 MACHINE INTELLIGENCE RESEARCH, 2024, 卷号: 21, 期号: 3, 页码: 549-570 作者: Song, Yan; Jiang, He; Tian, Zheng; Zhang, Haifeng; Zhang, Yingping Adobe PDF(4254Kb) \| 收藏 \| 浏览/下载：349/60 \| 提交时间：2024/02/23 Fertilizers HTTP Learning algorithms Learning systems Multi agent systems Reinforcement learning Distributed reinforcement learning system Empirical studies Google+ Multi agent Multi-agent reinforcement learning Population-based training Reinforcement learning systems Reward shaping Training framework
	Distributed Online Optimization with Coupled Inequality Constraints Over Unbalanced Directed Networks 会议论文 2023 62ND IEEE CONFERENCE ON DECISION AND CONTROL (CDC), Singapore, Singapore, 13-15 Dec. 2023 作者: Wang, Dandan; Zhu, Daokuan; Sou, Kin Cheong; Lu, Jie Adobe PDF(3618Kb) \| 收藏 \| 浏览/下载：427/55 \| 提交时间：2024/02/23 Plug-in electric vehicles Heuristic algorithms Cost function Convex functions Vehicle dynamics Distributed algorithms Standards
	Next-Word Prediction: A Perspective of Energy-Aware Distributed Inference 期刊论文 IEEE TRANSACTIONS ON MOBILE COMPUTING, 2023, 卷号: PP, 期号: 99, 页码: 1-14 作者: Shangshang Wang; Ziyu Shao; John C.S. Lui Adobe PDF(7221Kb) \| 收藏 \| 浏览/下载：249/0 \| 提交时间：2023/09/22 Budget control E-learning Economic and social effects Energy utilization Forecasting Inference engines Learning algorithms Learning systems Modeling languages Natural language processing systems Numerical methods Quality control Computational modelling Distributed inference Edge natural language processing Energy-consumption Language processing Natural language processing Natural languages Next-word prediction On-line controls Online learning Predictive models Quality of experience Quality-of-service Word prediction
	Over-the-Air Computation for Vertical Federated Learning 会议论文 2022 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS WORKSHOPS, ICC WORKSHOPS 2022, Seoul, Korea, Republic of, May 16, 2022 - May 20, 2022 作者: Zeng, Xiangyu; Xia, Shuhao; Yang, Kai; Wu, Youlong; Shi, Yuanming Adobe PDF(363Kb) \| 收藏 \| 浏览/下载：364/0 \| 提交时间：2022/08/08 Artificial intelligence Learning algorithms Communication efficiency Convergence analysis Distributed Artificial Intelligence Global aggregations Intelligence services Learning approach Machine-learning Mean squared error Optimality Over the airs
	A Unifying Approximate Method of Multipliers for Distributed Composite Optimization 期刊论文 IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2022, 卷号: 68, 期号: 4, 页码: 1-1 作者: Wu, Xuyang; Lu, Jie Adobe PDF(683Kb) \| 收藏 \| 浏览/下载：605/147 \| 提交时间：2022/07/25 Approximation algorithms Approximation theory Distributed computer systems Functions Parallel algorithms Approximate methods Composite optimization Convergence Convex composite optimization Convex functions Design Methodology Distributed optimization Linear-programming The method of multiplier
	A Second-Order Proximal Algorithm for Consensus Optimization 期刊论文 IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2021, 卷号: 66, 期号: 4, 页码: 1864-1871 作者: Xuyang Wu; Zhihai Qu; Jie Lu Adobe PDF(695Kb) \| 收藏 \| 浏览/下载：522/1 \| 提交时间：2021/11/25 Convergence Cost function Lagrangian functions Couplings Machine learning algorithms Machine learning Consensus optimization distributed optimization proximal algorithm second-order method
	Graph neural networks for scalable radio resource management: architecture design and theoretical analysis 期刊论文 IEEE JOURNAL OF SELECTED AREAS COMMUNICATION., 2021, 卷号: 39, 期号: 1, 页码: 101-115 作者: Yifei Shen; Yuanming Shi; Jun Zhang; Khaled B. Letaief Adobe PDF(890Kb) \| 收藏 \| 浏览/下载：803/7 \| 提交时间：2020/12/29 Wireless networks Neural networks Resource management Optimization Computer architecture Array signal processing Scalability Radio resource management wireless networks graph neural networks distributed algorithms permutation equivariance
	CATS: Cost Aware Task Scheduling in Multi-Tier Computing Networks 期刊论文计算机研究与发展, 2020, 卷号: 57, 期号: 9, 页码: 1810-1822 作者: Liu, Zening; Li, Kai; Wu, Liantao; Wang, Zhi; Yang, Yang Adobe PDF(2102Kb) \| 收藏 \| 浏览/下载：228/0 \| 提交时间：2022/12/09 Computing power Cost functions Computer games Internet of things Numerical methods Scheduling algorithms computation offloading Fog Multitasking Computation loads Computation offloading Computing resource Computing technology Distributed tasks Near-optimal performance Potential games Weighted cost functions

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