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	Structured IB: Improving Information Bottleneck with Structured Feature Learning 会议论文 PROCEEDINGS OF THE AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, Philadelphia, PA, United states, February 25, 2025 - March 4, 2025 作者: Yang, Hanzhe; Wu, Youlong; We, Dingzhu; Zhou, Yong; Shi, Yuanming Adobe PDF(486Kb) \| 收藏 \| 浏览/下载：2/1 \| 提交时间：2025/06/17 Cluster analysis Deep neural networks Digital arithmetic Document Clustering Feature learning Generalisation Images segmentations Information bottleneck Information bottleneck principles Interpretability Lagrangian methods Neural-networks Structured information Information Bottleneck Representation Learning Information Theory Machine Learning
	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
	Microservice Migration in Hybrid Satellite-Terrestrial Networks for Autonomous Vehicles 期刊论文 JOURNAL OF COMMUNICATIONS AND INFORMATION NETWORKS, 2025, 卷号: 10, 期号: 1, 页码: 1-14 作者: Xin Long; Yuning Jiang; Zixin Wang; Xin Liu; Yuanming Shi Adobe PDF(4375Kb) \| 收藏 \| 浏览/下载：47/3 \| 提交时间：2025/04/14 Autonomous vehicles Computation offloading Integer linear programming Integer programming Linear programming Traffic congestion Autonomous Vehicles Computational demands Computing services Edge computing Hybrid satellite-terrestrial network Hybrid satellites Low earth orbit satellites Microservice migration Road safety Satellite-terrestrial network
	Over-the-Air Hierarchical Personalized Federated Learning 期刊论文 IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2025, 卷号: 74, 期号: 3, 页码: 5006-5021 作者: Fangtong Zhou; Zhibin Wang; Hangguan Shan; Liantao Wu; Xiaohua Tian Adobe PDF(17363Kb) \| 收藏 \| 浏览/下载：291/1 \| 提交时间：2024/11/28 Convex optimization Optical transceivers Transfer learning Cloud servers Data heterogeneity Data-communication Edge server Hierarchical architectures Interference management Learning frameworks Learning performance Over the airs Over-the-air computation
	Cooperative Beamforming Design for Anti-UAV ISAC Systems 期刊论文 IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2025, 卷号: 24, 期号: 3, 页码: 2249-2264 作者: Yue Zhang; Hangguan Shan; Yong Zhou; Zhiguo Shi; Li Sheng Adobe PDF(2245Kb) \| 收藏 \| 浏览/下载：242/1 \| 提交时间：2024/12/30 Aircraft communication Beam forming networks Clutter (information theory) Cooperative communication Echo suppression Radar clutter Unmanned aerial vehicles (UAV) Aerial vehicle Anti-unmanned aerial vehicle Communications systems Cooperative beamforming Cooperative sensing Integrated sensing Integrated sensing and communication Sensing systems Transceiver beamforming Transceiver beamforming design
	Learning to Beamform for Integrated Sensing and Communication: A Graph Neural Network with Implicit Projection Approach 期刊论文 IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2025, 卷号: PP, 期号: 99 作者: Yifei Zhao; Yong Zhou; Zixin Wang; Yuanming Shi; Nan Cheng Adobe PDF(3702Kb) \| 收藏 \| 浏览/下载：66/2 \| 提交时间：2025/03/25
	LacGCL: Lightweight message masking with linear attention and cross-view interaction graph contrastive learning for recommendation 期刊论文 INFORMATION PROCESSING AND MANAGEMENT, 2025, 卷号: 62, 期号: 1 作者: Jia, Haohe; Hou, Peng; Zhou, Yong; Zhu, Hongbin; Chai, Hongfeng Adobe PDF(1539Kb) \| 收藏 \| 浏览/下载：356/2 \| 提交时间：2024/11/08 Adversarial machine learning Federated learning Computational costs Cross-view Dense matrix Graph neural networks Graph structures High-accuracy Interaction graphs Learning methods Matrix operations Recommendation accuracy
	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：207/10 \| 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
	Exploiting Continuous-Aperture Arrays in Integrated Sensing and Communication Systems 期刊论文 IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2025, 卷号: PP, 期号: 99 作者: Adobe PDF(3287Kb) \| 收藏 \| 浏览/下载：4/1 \| 提交时间：2025/06/09
	Hierarchical Learning and Computing over Space-Ground Integrated Networks 期刊论文 IEEE TRANSACTIONS ON MOBILE COMPUTING, 2025 作者: Zhu, Jingyang; Shi, Yuanming; Zhou, Yong; Jiang, Chunxiao; Kuang, Linling Adobe PDF(12809Kb) \| 收藏 \| 浏览/下载：4/1 \| 提交时间：2025/06/17 Data flow graphs Geodetic satellites Network theory (graphs) Satellite communication systems Signal flow graphs Supervised learning Directed steiner trees Energy efficient routing Global connectivity Hierarchical learning Integrated networks Low earth orbit satellites Space-ground integrated network Steiner tree problem Topology aware Topology-aware energy-efficient routing

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