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Toward Human-centered XAI in Practice: A survey 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 4, 页码: 740-770
Authors:  Xiangwei Kong;  Shujie Liu;  Luhao Zhu
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Artificial intelligence (AI) application  explainable AI (XAI)  human-centered design  visual computing  medical diagnosis  
Privacy Protection for Blockchain-Based Healthcare IoT Systems: A Survey 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 8, 页码: 1757-1776
Authors:  Minfeng Qi;  Ziyuan Wang;  Qing-Long Han;  Jun Zhang;  Shiping Chen;  Yang Xiang
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Blockchain  internet of healthcare things (IoHT)  privacy-preserving techniques (PPTs)  
CGNN: A Compatibility-aware Graph Neural Network for Social Media Bot Detection 期刊论文
IEEE Transactions on Computational Social System, 2024, 页码: Early Access
Authors:  Huang, Haitao;  Tian, Hu;  Zheng, Xiaolong;  Zhang, Xingwei;  Zeng, Dajun;  Wang, Feiyue
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graph neural network  heterogeneous compatibility  social media bot detection  
基于异配图神经网络的社交机器人检测 学位论文
, 2024
Authors:  黄海涛
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社交机器人检测  图神经网络  异配性  相容性  图自监督学习  
GMAE2: Stacking Graph Masked Autoencoder on Feature Autoencoder for Social Bot Detection 会议论文
Proceedings of 2024 12th China Conference on Command and Control, 北京市朝阳区国家会议中心, 2024-5-17
Authors:  Huang, Haitao;  Zhao, Mohan
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Social Bot Detection  Graph Self-supervised Learning  Graph Masked Autoencoder  
Understanding and Mitigating Dimensional Collapse in Federated Learning 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2024, 卷号: 46, 期号: 5, 页码: 2936-2949
Authors:  Shi, Yujun;  Liang, Jian;  Zhang, Wenqing;  Xue, Chuhui;  Tan, Vincent Y. F.;  Bai, Song
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Federated learning  representation learning  distribution shift  dimensional collapse  
DRL-Based Adaptive Sharding for Blockchain-Based Federated Learning 期刊论文
IEEE TRANSACTIONS ON COMMUNICATIONS, 2023, 卷号: 71, 期号: 10, 页码: 5992-6004
Authors:  Lin, Yijing;  Gao, Zhipeng;  Du, Hongyang;  Kang, Jiawen;  Niyato, Dusit;  Wang, Qian;  Ruan, Jingqing;  Wan, Shaohua
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Blockchain sharding  federated learning  reputation  deep reinforcement learning  
Generative AI Empowering Parallel Manufacturing: Building a "6S" Collaborative Production Ecology for Manufacturing 5.0 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2024, 页码: 15
Authors:  Yang, Jing;  Wang, Yutong;  Wang, Xingxia;  Wang, Xiaoxing;  Wang, Xiao;  Wang, Fei-Yue
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Blockchain  collaborative manufacturing  DAO  foundation models  industry 5.0  manufacturing 5.0  parallel intelligence  parallel manufacturing  privacy-preserving  
面向算力网络的智慧调度综述 期刊论文
自动化学报, 2024, 卷号: 50, 期号: 6, 页码: 1086-1103
Authors:  李逸博;  李小平;  王爽;  蒋嶷川
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算力网络  云计算  边缘计算  资源调度  知识  
基于区块链的联邦学习: 模型、方法与应用 期刊论文
自动化学报, 2024, 卷号: 50, 期号: 6, 页码: 1059-1085
Authors:  李程;  袁勇;  郑志勇;  杨东;  王飞跃
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区块链  联邦学习  智能合约  机器学习  隐私保护