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Modeling the Coupling Propagation of Information, Behavior, and Disease in Multilayer Heterogeneous Networks 期刊论文
IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2023, 页码: 13
作者:  Luo, Tianyi;  Xu, Duo;  Cao, Zhidong;  Zhao, Pengfei;  Wang, Jiaojiao;  Zhang, Qingpeng
收藏  |  浏览/下载：136/0  |  提交时间：2023/11/17
COVID-19  heterogeneous coupling networks  infectious disease transmission models  information dissemination  scenario modeling  
Adversarial Heterogeneous Graph Neural Network for Robust Recommendation 期刊论文
IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2023, 页码: 12
作者:  Sang, Lei;  Xu, Min;  Qian, Shengsheng;  Wu, Xindong
收藏  |  浏览/下载：105/0  |  提交时间：2023/11/17
Perturbation methods  Motion pictures  Training  Graph neural networks  Robustness  Semantics  Predictive models  Adversarial training (AT)  graph neural network (GNN)  heterogeneous graph  recommendation  
Analyzing the Stock Volatility Spillovers in Chinese Financial and Economic Sectors 期刊论文
IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2023, 卷号: 10, 期号: 1, 页码: 269-284
作者:  Li, Jingyu;  Cheng, Lu;  Zheng, Xiaolong;  Wang, Fei-Yue
收藏  |  浏览/下载：39/0  |  提交时间：2023/11/17
COVID-19  financial and economic system  network analysis  stock volatility spillover  variational mode decomposition (VMD)  
ArtCap: A Dataset for Image Captioning of Fine Art Paintings 期刊论文
IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2022, 页码: 12
作者:  Lu, Yue;  Guo, Chao;  Dai, Xingyuan;  Wang, Fei-Yue
Adobe PDF(5137Kb)  |  收藏  |  浏览/下载：251/46  |  提交时间：2023/02/22
Dataset construction  image captioning  painting captioning  
Feature-Contrastive Graph Federated Learning: Responsible AI in Graph Information Analysis 期刊论文
IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2022, 页码: 11
作者:  Zeng, Xingjie;  Zhou, Tao;  Bao, Zhicheng;  Zhao, Hongwei;  Chen, Leiming;  Wang, Xiao;  Wang, Feiyue
收藏  |  浏览/下载：191/0  |  提交时间：2023/02/22
Federated learning  Data models  Artificial intelligence  Graph neural networks  Training  Learning systems  Servers  graph neural networks  responsible artificial intelligence (AI)  weight divergence  weight similarity evaluation  
Hashing Fake: Producing Adversarial Perturbation for Online Privacy Protection Against Automatic Retrieval Models 期刊论文
IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2022, 页码: 11
作者:  Zhang, Xingwei;  Zheng, Xiaolong;  Mao, Wenji;  Zeng, Daniel Dajun;  Wang, Fei-Yue
收藏  |  浏览/下载：241/0  |  提交时间：2022/11/14
Perturbation methods  Semantics  Computational modeling  Codes  Task analysis  Privacy  Software  Adversarial perturbation  deep neural network (DNN)  privacy protection  semantic retrieval  
Towards Human-Machine Recognition Alignment: An Adversarilly Robust Multimodal Retrieval Hashing Framework 期刊论文
IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2022, 页码: 13
作者:  Zhang, Xingwei;  Zheng, Xiaolong;  Liu, Bin;  Wang, Xiao;  Mao, Wenji;  Zeng, Daniel Dajun;  Wang, Fei-Yue
收藏  |  浏览/下载：197/0  |  提交时间：2022/11/14
Training  Task analysis  Semantics  Perturbation methods  Feature extraction  Computational modeling  Robustness  Adversarial perturbation  adversarially robust training  deep hashing  multimodal retrieval  
HackGAN: Harmonious Cross-Network Mapping Using CycleGAN With Wasserstein-Procrustes Learning for Unsupervised Network Alignment 期刊论文
IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2022, 页码: 14
作者:  Yang, Linyao;  Wang, Xiao;  Zhang, Jun;  Yang, Jun;  Xu, Yancai;  Hou, Jiachen;  Xin, Kejun;  Wang, Fei-Yue
Adobe PDF(4053Kb)  |  收藏  |  浏览/下载：288/45  |  提交时间：2022/03/17
Task analysis  Optimization  Generative adversarial networks  Computational modeling  Automation  Training  Standards  Embedding  generative adversarial network  network alignment (NA)  optimal transport  unsupervised learning  
Integration of Train Control and Online Rescheduling for High-Speed Railways in Case of Emergencies 期刊论文
IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2021, 页码: 9
作者:  Dong, Hairong;  Liu, Xuan;  Zhou, Min;  Zheng, Wei;  Xun, Jing;  Gao, Shigen;  Song, Haifeng;  Li, Yidong;  Wang, Fei-Yue
收藏  |  浏览/下载：186/0  |  提交时间：2022/01/27
Rail transportation  Control systems  Delays  Dispatching  Trajectory  Wind  Optimization  Carrying capacity  emergencies  high-speed railways (HSRs)  integration  online rescheduling  train control  
Integrated Timetable Rescheduling for Multidispatching Sections of High-Speed Railways During Large-Scale Disruptions 期刊论文
IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2021, 页码: 10
作者:  Zhou, Min;  Dong, Hairong;  Liu, Xuan;  Zhang, Hongjie;  Wang, Fei-Yue
收藏  |  浏览/下载：153/0  |  提交时间：2022/01/27
Delays  Dispatching  Rail transportation  Rails  Safety  Routing  Real-time systems  Delay propagation  high-speed railways (HSRs)  integrated timetable rescheduling  large-scale disruptions  multidispatching sections