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	Hierarchical Federated Learning with Integrated Sensing-Communication-Computation over Space-Air-Ground Integrated Networks 会议论文 2025 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC) 作者: Zhanpeng,Yang; Pengfei,Zhang; Jingyang,Zhu; Dingzhu,Wen; Yuanming,Shi Adobe PDF(678Kb) \| 收藏 \| 浏览/下载：119/6 \| 提交时间：2025/03/13
	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：35/1 \| 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
	Efficient Wireless Federated Learning Via Low-Rank Gradient Factorization 期刊论文 IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2025, 卷号: 74, 期号: 4, 页码: 6811-6816 作者: Mingzhao Guo; Dongzhu Liu; Osvaldo Simeone; Dingzhu Wen Adobe PDF(820Kb) \| 收藏 \| 浏览/下载：260/61 \| 提交时间：2024/12/04 Benchmarking Iterative methods Jacobian matrices Compression methods Gradient factorization Low rank compression Low-rank matrices Matrix factorizations Over the airs Over-the-air computation Successive convex approximations Wireless federated learning Wireless systems
	Joint Source and Channel Coding for Multi-Modal Satellite-to-Ground Semantic Communications 会议论文 2025 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE (WCNC), Milan, Italy, 24-27 March 2025 作者: Yanbo Yin; Shu Liu; Dingzhu Wen; Youlong Wu; Yuanming Shi Adobe PDF(4445Kb) \| 收藏 \| 浏览/下载：28/2 \| 提交时间：2025/05/12 Amplitude modulation Encoding (symbols) Frequency modulation Image coding Image reconstruction Light modulation Network coding Phase modulation Satellite communication systems Signal modulation Ground stations Joint source and channel coding Low earth orbit satellite communication Low earth orbit satellites Multi-modal Multi-modal data Multi-modal joint source and channel coding Neural-networks Satellite communications Semantic communication
	Integrated Sensing-Communication-Computation Based Online Federated Learning with Limited Cache 会议论文 2025 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE (WCNC), Milan, Italy, 24-27 March 2025 作者: Qiaosheng Hu; Nannan Zhang; Dingzhu Wen Adobe PDF(643Kb) \| 收藏 \| 浏览/下载：88/1 \| 提交时间：2025/03/18 Cache memory Communication schemes Data sample Integrated computing Integrated sensing Learning performance Noise ratio Over the airs Real- time Sensory data Signal to noise
	Balancing Straggler Mitigation and Information Protection for Matrix Multiplication in Heterogeneous Multi-Group Networks 期刊论文 IEEE TRANSACTIONS ON COMMUNICATIONS, 2025, 卷号: 73, 期号: 2, 页码: 1276-1289 作者: Hongtao Zhu; Li Chen; Dingzhu Wen; Xiaohui Chen; Weidong Wang Adobe PDF(5000Kb) \| 收藏 \| 浏览/下载：200/2 \| 提交时间：2024/09/18 Correlation theory Heterogeneous networks Information hiding Job analysis Matrix algebra Polynomials Resource allocation Turbo codes Code Coded distributed computation Distributed computations Information leakage Prevention and mitigation Protection Resource management Secure computation Straggler mitigation Task analysis
	Sensing-Communication-Computation Integration for Federated Edge Learning with Controllable Model Dropout 期刊论文 IEEE INTERNET OF THINGS JOURNAL, 2025, 卷号: PP, 期号: 99 作者: Xiang Jiao; Guangxu Zhu; Wei Jiang; Li Chen; Wu Luo Adobe PDF(7280Kb) \| 收藏 \| 浏览/下载：89/2 \| 提交时间：2025/02/17 Adversarial machine learning Contrastive Learning Convex optimization Electronic data interchange Gluing Resource allocation Batch sizes Collaborative modeling Convergence analysis Dropout Federated edge learning Integrated sensing Integrated sensing-computation-communication Learning convergence Privacy preserving Resources allocation
	Partitioned Edge Learning Over Fast Fading Channels 期刊论文 IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2025, 卷号: PP, 期号: 99 作者: Zhihui Jiang; Dingzhu Wen; Shengli Liu; Guangxu Zhu; Guanding Yu Adobe PDF(4403Kb) \| 收藏 \| 浏览/下载：93/3 \| 提交时间：2025/02/17
	Clustered Federated Multi-Task Learning: A Communication-and-Computation Efficient Sparse Sharing Approach 期刊论文 IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2025, 卷号: PP, 期号: 99 作者: Yuhan Ai; Qimei Chen; Guangxu Zhu; Dingzhu Wen; Hao Jiang Adobe PDF(3720Kb) \| 收藏 \| 浏览/下载：85/3 \| 提交时间：2025/03/10 Adversarial machine learning Benchmarking Contrastive Learning Federated learning Multi-task learning Transfer learning Clusterings Communication resources Distributed data Federated multi-task learning Model pruning Multitask learning Performance Personalized model Sparse sharing Sparsity ratios
	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：227/2 \| 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

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