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CASIA OpenIR
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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：23/9  |  提交时间：2024/07/08
graph neural network  heterogeneous compatibility  social media bot detection  
Learning Entangled Interactions of Complex Causality via Self-Paced Contrastive Learning 期刊论文
ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA, 2024, 卷号: 18, 期号: 3, 页码: 24
作者:  Liang, Yunji;  Liu, Lei;  Huangfu, Luwen;  Samtani, Sagar;  Yu, Zhiwen;  Daniel D Zeng
收藏  |  浏览/下载：7/0  |  提交时间：2024/07/03
Entangled interaction  causality detection  complex causality  self-paced contrastive learning  causal directionality  
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：388/102  |  提交时间：2023/03/20
ASCL: Adversarial supervised contrastive learning for defense against word substitution attacks 期刊论文
NEUROCOMPUTING, 2022, 卷号: 510, 页码: 59-68
作者:  Shi, Jiahui;  Li, Linjing;  Zeng, Daniel
Adobe PDF(1054Kb)  |  收藏  |  浏览/下载：272/33  |  提交时间：2022/11/14
Adversarial example  Adversarial training  Model robustness  Contrastive learning  Natural language processing  
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：350/80  |  提交时间：2022/07/25
graph representation learning  deep learning  predictive models  business intelligence  
Hierarchical Multihop Reasoning on Knowledge Graphs 期刊论文
IEEE INTELLIGENT SYSTEMS, 2022, 卷号: 37, 期号: 1, 页码: 71-78
作者:  Wang, Zikang;  Li, Linjing;  Zeng, Daniel Dajun
Adobe PDF(1656Kb)  |  收藏  |  浏览/下载：386/87  |  提交时间：2022/07/25
A Dissemination Model Based on Psychological Theories in Complex Social Networks 期刊论文
IEEE Transactions on Cognitive and Developmental Systems, 2022, 卷号: 14, 期号: 2, 页码: 519-531
作者:  Luo, Tianyi;  Cao, Zhidong;  Zeng, Daniel;  Zhang, Qingpeng
Adobe PDF(2330Kb)  |  收藏  |  浏览/下载：270/52  |  提交时间：2022/07/12
Knowledge structure driven prototype learning and verification for fact checking 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2022, 卷号: 238, 页码: 10
作者:  Wang, Shuai;  Mao, Wenji;  Wei, Penghui;  Zeng, Daniel D.
Adobe PDF(965Kb)  |  收藏  |  浏览/下载：497/90  |  提交时间：2022/06/10
Fact checking  Knowledge structure  Hierarchical prototype learning  Relation enhancement  Verification  
Robust Detection of Malicious URLs With Self-Paced Wide & Deep Learning 期刊论文
IEEE TRANSACTIONS ON DEPENDABLE AND SECURE COMPUTING, 2022, 卷号: 19, 期号: 2, 页码: 717-730
作者:  Liang, Yunji;  Wang, Qiushi;  Xiong, Kang;  Zheng, Xiaolong;  Yu, Zhiwen;  Zeng, Daniel
收藏  |  浏览/下载：220/0  |  提交时间：2022/06/06
paced learning  temporal convolutional network  factorization machine  wide & deep  malicious URL detection  
Role of Asymptomatic COVID-19 Cases in Viral Transmission: Findings From a Hierarchical Community Contact Network Model 期刊论文
IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2021, 页码: 10
作者:  Luo, Tianyi;  Cao, Zhidong;  Wang, Yuejiao;  Zeng, Daniel;  Zhang, Qingpeng
Adobe PDF(2265Kb)  |  收藏  |  浏览/下载：311/47  |  提交时间：2022/01/27
COVID-19  Epidemics  Pandemics  Sociology  Market research  Mathematical models  Timing  Risk management  Statistics  Asymptomatic patients  COVID-19  epidemic rebound  strategy evaluation  transmission model