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A Tutorial on Federated Learning from Theory to Practice: Foundations, Software Frameworks, Exemplary Use Cases, and Selected Trends 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 4, 页码: 824-850
作者:  M. Victoria Luzón;  Nuria Rodríguez-Barroso;  Alberto Argente-Garrido;  Daniel Jiménez-López;  Jose M. Moyano;  Javier Del Ser;  Weiping Ding;  Francisco Herrera
Adobe PDF(4602Kb)  |  收藏  |  浏览/下载：13/3  |  提交时间：2024/03/18
Data privacy  distributed machine learning  federated learning  software frameworks  
UAV-Assisted Dynamic Avatar Task Migration for Vehicular Metaverse Services: A Multi-Agent Deep Reinforcement Learning Approach 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 430-445
作者:  Jiawen Kang;  Junlong Chen;  Minrui Xu;  Zehui Xiong;  Yutao Jiao;  Luchao Han;  Dusit Niyato;  Yongju Tong;  Shengli Xie
Adobe PDF(6097Kb)  |  收藏  |  浏览/下载：44/12  |  提交时间：2024/01/23
Avatar  blockchain  metaverses  multi-agent deep reinforcement learning  transformer  UAVs  
Stabilization Controller of An Extended Chained Nonholonomic System With Disturbance: An FAS Approach 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 5, 页码: 1262-1273
作者:  Zhongcai Zhang;  Guangren Duan
Adobe PDF(2299Kb)  |  收藏  |  浏览/下载：5/1  |  提交时间：2024/04/10
Disturbance observer  exponential stabilization  finite-time stabilization  fully actuated systems  nonholonomic systems  
An Incentive Mechanism for Federated Learning: A Continuous Zero-Determinant Strategy Approach 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 1, 页码: 88-102
作者:  Changbing Tang;  Baosen Yang;  Xiaodong Xie;  Guanrong Chen;  Mohammed A. A. Al-qaness;  Yang Liu
Adobe PDF(2968Kb)  |  收藏  |  浏览/下载：168/129  |  提交时间：2024/01/02
Federated learning (FL)  game theory  incentive mechanism  machine learning  zero-determinant strategy  
Security and Privacy in Solar Insecticidal Lamps Internet of Things: Requirements and Challenges 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 1, 页码: 58-73
作者:  Qingsong Zhao;  Lei Shu;  Kailiang Li;  Mohamed Amine Ferrag;  Ximeng Liu;  Yanbin Li
Adobe PDF(3374Kb)  |  收藏  |  浏览/下载：191/149  |  提交时间：2024/01/02
Challenges  Internet of Things (IoT)  privacy and security  security requirements  solar insecticidal lamps (SIL)  
Contrastive Adversarial Training for Multi-Modal Machine Translation 期刊论文
ACM Transactions on Asian and Low-Resource Language Information Processing, 2023, 卷号: 22, 期号: 6, 页码: 157:1-18
作者:  Huang X(黄鑫);  Zhang JJ(张家俊);  Zong CQ(宗成庆)
Adobe PDF(2387Kb)  |  收藏  |  浏览/下载：166/55  |  提交时间：2023/06/26
contrastive learning  adversarial training  multi-modal machine translation  
Instance-aware Prompt Learning for Language Understanding and Generation 期刊论文
TALLIP, 2023, 页码: 19
作者:  Jin feihu;  Lu jinliang;  Zhang jiajun;  Zong chengqing
Adobe PDF(1091Kb)  |  收藏  |  浏览/下载：147/45  |  提交时间：2023/06/14
New development of SGII-UP laser facility control system based on tango controls 期刊论文
FUSION ENGINEERING AND DESIGN, 2023, 卷号: 188, 页码: 6
作者:  Zeng, Peiying;  Cheng, Ningbo;  Guo, Wenbin;  Ji, Tong;  Tang, Xiaoyun;  Zou, Wei;  Zhu, Baoqiang;  Zhu, Jianqiang
Adobe PDF(3304Kb)  |  收藏  |  浏览/下载：238/27  |  提交时间：2023/03/20
Tango controls  SGII-UP  Control system  Hierarchical structure  
Self-supervised Calorie-aware Heterogeneous Graph Networks for Food Recommendation 期刊论文
ACM Transactions on Multimedia Computing, Communications, and Applications, 2023, 卷号: 19, 期号: 1s, 页码: 1-23
作者:  Song, Yaguang;  Yang, Xiaoshan;  Xu, Changsheng
Adobe PDF(1381Kb)  |  收藏  |  浏览/下载：140/52  |  提交时间：2023/06/12
Food recommendation  recipe calories  heterogeneous graph  selfsupervised learning  
A Review and Outlook on Predictive Cruise Control of Vehicles and Typical Applications Under Cloud Control System 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 5, 页码: 614-639
作者:  Bolin Gao
Adobe PDF(12630Kb)  |  收藏  |  浏览/下载：76/33  |  提交时间：2023/09/25
Predictive cruise control (PCC), cloud control system (CCS), cooperative control, efficient operation, intelligent connected vehicle