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	Federated Fine-Tuning for Pre-Trained Foundation Models Over Wireless Networks 期刊论文 IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2025, 卷号: 24, 期号: 4, 页码: 3450-3464 作者: Wang, Zixin; Zhou, Yong; Shi, Yuanming; Letaief, Khaled B. Adobe PDF(12364Kb) \| 收藏 \| 浏览/下载：92/1 \| 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
	DropNaE: Alleviating irregularity for large-scale graph representation learning 期刊论文 NEURAL NETWORKS, 2025, 卷号: 183 作者: Liu, Xin; Xiong, Xunbin; Yan, Mingyu; Xue, Runzhen; Pan, Shirui Adobe PDF(1802Kb) \| 收藏 \| 浏览/下载：127/2 \| 提交时间：2024/12/27 Adversarial machine learning Federated learning Graph algorithms Knowledge graph Algorithm on graph representation learning Efficient large-scale graph representation learning Graph neural networks Graph representation Irregularity Large-scales Neural networks trainings Real-world graphs Real-world scenario
	A Retina-Electrode Interface for Light Sensing and Image Recognition 会议论文 2025 IEEE 38TH INTERNATIONAL CONFERENCE ON MICRO ELECTRO MECHANICAL SYSTEMS (MEMS), Kaohsiung, Taiwan, 19-23 Jan. 2025 作者: Yunxiao Lu; Peijie Chen; Zhitao Zhou; Xiaoling Wei; Tiger H. Tao 收藏 \| 浏览/下载：41/0 \| 提交时间：2025/03/25 Eye protection Microbial electrodes Electrode interface Light sensing Light stimuli Machine learning algorithms Microelectrodes arrays Perforated microelectrode array Perforated structure Retina-electrode interface Retinal ganglion cells Simultaneous recording
	Efficient Collaborative Learning Over Unreliable D2D Network: Adaptive Cluster Head Selection and Resource Allocation 期刊论文 IEEE TRANSACTIONS ON COMMUNICATIONS, 2025, 卷号: 73, 期号: 1, 页码: 425-438 作者: Shengli Liu; Chonghe Liu; Dingzhu Wen; Guanding Yu Adobe PDF(2554Kb) \| 收藏 \| 浏览/下载：215/2 \| 提交时间：2024/08/14 Budget control Clustering algorithms Cost reduction Information management Learning systems Mobile telecommunication systems Cluster-head selections Collaborative learning D2D Data distribution Device-to-Device communications Federated learning Learning latency Mobile handsets Model divergence Performances evaluation Resource management
	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: 收藏 \| 浏览/下载：61/0 \| 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
	Dynamic Communication in Multi-Agent Reinforcement Learning via Information Bottleneck 会议论文 GLOBECOM 2024 - 2024 IEEE GLOBAL COMMUNICATIONS CONFERENCE, Cape Town, South Africa, 8-12 Dec. 2024 作者: Adobe PDF(411Kb) \| 收藏 \| 浏览/下载：360/5 \| 提交时间：2024/09/14 Adversarial machine learning Information dissemination Reinforcement learning Communication overheads Communication range Cooperative tasks Dynamic communication Information bottleneck Information sharing Multi-agent reinforcement learning Multiagent systems (MASs) Reinforcement learning algorithms Task performance
	Nondestructive in-ovo sexing of Hy-Line Sonia eggs by EggFormer using hyperspectral imaging 期刊论文 COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2024, 卷号: 225 作者: Ji, Chengming; Song, Ke; Chen, Zixin; Wang, Shanyong; Xu, Huanliang Adobe PDF(5667Kb) \| 收藏 \| 浏览/下载：288/1 \| 提交时间：2024/08/23 Animals Cost effectiveness Deep learning Forestry Learning algorithms Learning systems Polymerase chain reaction Principal component analysis Volatile organic compounds Animal welfare Chicken eggs Cost-effective solutions Deep learning Economic values In-ovo sexing Interpretable Non destructive Poultry production Spectral images
	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：179/1 \| 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
	Decentralized Satellite Federated Learning via Intra- and Inter-Orbit Communications 会议论文 2024 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS WORKSHOPS, ICC WORKSHOPS 2024, Denver, CO, USA, 9-13 June 2024 作者: Zhou Fangtong; Wang Zhibin; Shi Yuanming; Zhou Yong Adobe PDF(693Kb) \| 收藏 \| 浏览/下载：458/5 \| 提交时间：2024/05/27 Combinatorial optimization Energy utilization Frequency allocation Resource allocation Routing algorithms Satellite communication systems Satellite links Tropics Computing resource Convergence time Data resources Decentralised Ground stations Joint resource allocations Learning frameworks Resource routing Routing selection Selection algorithm
	Transfer learning improves predictions in lignin content of Chinese fir based on Raman spectra 期刊论文 INTERNATIONAL JOURNAL OF BIOLOGICAL MACROMOLECULES, 2024, 卷号: 269 作者: Gao, Wenli; Jiang, Qianqian; Guan, Ying; Huang, Huahong; Liu, Shengquan Adobe PDF(5516Kb) \| 收藏 \| 浏览/下载：258/1 \| 提交时间：2024/06/07 Environmental protection Forecasting Learning algorithms Lignin Machine learning Sustainable development % reductions Chinese fir Energy expenditure Heavy workloads Lignin contents Machine-learning Synthetic polymers Toxic reagents Transfer learning Wet-chemical method

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