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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：25/9  |  提交时间：2024/07/08
graph neural network  heterogeneous compatibility  social media bot detection  
Disentangled Text Representation Learning With Information-Theoretic Perspective for Adversarial Robustness 期刊论文
IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2024, 卷号: 32, 页码: 1237-1247
作者:  Zhao, Jiahao;  Mao, Wenji;  Zeng, Daniel Dajun
收藏  |  浏览/下载：10/0  |  提交时间：2024/07/03
Adversarial robustness  variation of information  disentangled text representation learning  
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：10/0  |  提交时间：2024/07/03
Entangled interaction  causality detection  complex causality  self-paced contrastive learning  causal directionality  
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：44/18  |  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：28/0  |  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 cross-lingual transfer learning method for online COVID-19-related hate speech detection 期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2023, 卷号: 234, 页码: 11
作者:  Liu, Lin;  Xu, Duo;  Zhao, Pengfei;  Zeng, Daniel Dajun;  Hu, Paul Jen-Hwa;  Zhang, Qingpeng;  Luo, Yin;  Cao, Zhidong
收藏  |  浏览/下载：176/0  |  提交时间：2023/11/16
COVID-19  Deep learning  Cross-lingual  Hate speech detection  Natural language processing  
CRule: Category-Aware Symbolic Multi-Hop Reasoning on Knowledge Graphs 期刊论文
IEEE Intelligent Systems, 2023, 页码: 1-9
作者:  Wang, Zikang;  Li, Linjing;  Li, Jinlin;  Zhao, Pengfei;  Zeng, Daniel
Adobe PDF(529Kb)  |  收藏  |  浏览/下载：122/35  |  提交时间：2023/07/28
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：151/38  |  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：394/103  |  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：276/33  |  提交时间：2022/11/14
Adversarial example  Adversarial training  Model robustness  Contrastive learning  Natural language processing