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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
作者:  Huang, Haitao;  Tian, Hu;  Zheng, Xiaolong;  Zhang, Xingwei;  Zeng, Dajun;  Wang, Feiyue
Adobe PDF(2267Kb)  |  收藏  |  浏览/下载:24/9  |  提交时间:2024/07/08
graph neural network  heterogeneous compatibility  social media bot detection  
Symbolic Knowledge Reasoning on Hyper-Relational Knowledge Graphs 期刊论文
IEEE Transactions on Big Data, 2024, 页码: accept
作者:  Zikang Wang;  Linjing Li;  Daniel Zeng
Adobe PDF(4767Kb)  |  收藏  |  浏览/下载:40/16  |  提交时间:2024/06/20
hyper-relational knowledge graph, knowledge reasoning, multi-hop reasoning  
Mining the User's Personality With an Attention-Based Label Prompt Method 期刊论文
IEEE INTELLIGENT SYSTEMS, 2024, 卷号: 39, 期号: 2, 页码: 31-39
作者:  Chen, Liping;  Wu, Yilin;  Li, Qiudan;  Song, Yuxuan;  Yuan, Chenyu;  Zeng, Daniel
收藏  |  浏览/下载:27/0  |  提交时间:2024/05/30
Semantics  Writing  Predictive models  Artificial intelligence  Feature extraction  Task analysis  Intelligent systems  Identification of persons  Behavioral sciences  
A Deep Learning Approach for Semantic Analysis of COVID-19-Related Stigma on Social Media 期刊论文
IEEE Transactions on Computational Social Systems, 2023, 页码: 246-254
作者:  Liu, Lin;  Cao, Zhidong;  Zhao, Pengfei;  Paul Jen-Hwa Hu;  Zeng, Dajun;  Luo, Yin
Adobe PDF(2871Kb)  |  收藏  |  浏览/下载:150/38  |  提交时间:2023/05/30
Coronavirus disease of 2019 (COVID-19)  deep learning  public sentiment analysis  social media  social stigma  
Integrating Relational Knowledge With Text Sequences for Script Event Prediction 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2023, 页码: early access
作者:  Zikang Wang;  Linjing Li;  Daniel Zeng
Adobe PDF(3215Kb)  |  收藏  |  浏览/下载:391/102  |  提交时间:2023/03/20
Inductive Representation Learning on Dynamic Stock Co-Movement Graphs for Stock Predictions 期刊论文
INFORMS JOURNAL ON COMPUTING, 2022, 页码: 19
作者:  Tian, Hu;  Zheng, Xiaolong;  Zhao, Kang;  Liu, Maggie Wenjing;  Zeng, Daniel Dajun
Adobe PDF(1329Kb)  |  收藏  |  浏览/下载:351/81  |  提交时间:2022/07/25
graph representation learning  deep learning  predictive models  business intelligence  
Reconstruction of the Transmission Chain of COVID-19 Outbreak in Beijing's Xinfadi Market, China 期刊论文
International Journal of Infectious Diseases, 2022, 卷号: 116, 页码: 411-417
作者:  Luo, Tianyi;  Wang, Jiaojiao;  Wang, Quanyi;  Wang, Xiaoli;  Zhao, Pengfei;  Zeng, Daniel Dajun;  Zhang, Qingpeng;  Cao, Zhidong
Adobe PDF(1640Kb)  |  收藏  |  浏览/下载:208/36  |  提交时间:2022/07/12
transmission chain  data augmentation  reconstruction  COVID-19  
Quantum Probability-inspired Graph Neural Network for Document Representation and Classification 期刊论文
Neurocomputing, 2021, 卷号: 445, 页码: 276-286
作者:  Yan, Peng;  Li, Lingjing;  Jin, Miaotianzi;  Zeng, Daniel
Adobe PDF(1744Kb)  |  收藏  |  浏览/下载:283/118  |  提交时间:2022/06/16
Natural language processing  Document representation  Document classification  Graph neural network  Quantum probability  
UNDERSTANDING MEDICATION NONADHERENCE FROM SOCIAL MEDIA: A SENTIMENT-ENRICHED DEEP LEARNING APPROACH br 期刊论文
MIS QUARTERLY, 2022, 卷号: 46, 期号: 1, 页码: 341-372
作者:  Xie, Jiaheng;  Liu, Xiao;  Zeng, Daniel Dajun;  Fang, Xiao
收藏  |  浏览/下载:209/0  |  提交时间:2022/06/10
Sentiment-enriched deep learning  reason mining  social media analytics  health risk analytics  medication nonadherence  
epsilon-k anonymization and adversarial training of graph neural networks for privacy preservation in social networks 期刊论文
ELECTRONIC COMMERCE RESEARCH AND APPLICATIONS, 2021, 卷号: 50, 页码: 17
作者:  Tian, Hu;  Zheng, Xiaolong;  Zhang, Xingwei;  Zeng, Daniel Dajun
Adobe PDF(2484Kb)  |  收藏  |  浏览/下载:312/105  |  提交时间:2021/12/28
Privacy preservation  Anonymization  Graph neural networks  Social network