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CASIA OpenIR
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Towards Better Word Importance Ranking in Textual Adversarial Attacks 会议论文
, Gold Coast, Australia, June 18-23, 2023
作者:  Shi, Jiahui;  Li, Linjing;  Zeng, Daniel Dajun
Adobe PDF(932Kb)  |  收藏  |  浏览/下载：198/88  |  提交时间：2023/09/27
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：88/25  |  提交时间：2023/05/30
Coronavirus disease of 2019 (COVID-19)  deep learning  public sentiment analysis  social media  social stigma  
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：196/21  |  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：256/50  |  提交时间：2022/07/25
graph representation learning  deep learning  predictive models  business intelligence  
Game Starts at GameStop: Characterizing the Collective Behaviors and Social Dynamics in the Short Squeeze Episode 期刊论文
IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2021, 页码: 14
作者:  Zheng, Xiaolong;  Tian, Hu;  Wan, Zhe;  Wang, Xiao;  Zeng, Daniel Dajun;  Wang, Fei-Yue
Adobe PDF(8005Kb)  |  收藏  |  浏览/下载：182/13  |  提交时间：2022/01/27
Social networking (online)  Dictionaries  Stock markets  Investment  Games  Analytical models  Market research  Dynamic interaction network  financial market  GameStop  short squeeze  social network analysis  
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：224/99  |  提交时间：2022/06/16
Natural language processing  Document representation  Document classification  Graph neural network  Quantum probability  
Time-Aware Representation Learning of Knowledge Graphs 会议论文
, 在线, 2021.07.18-22
作者:  Wang, Zikang;  Li, Linjing;  Zeng, Daniel
Adobe PDF(545Kb)  |  收藏  |  浏览/下载：258/45  |  提交时间：2021/05/31
SRGCN: Graph-based multi-hop reasoning on knowledge graphs 期刊论文
Neurocomputing, 2021, 卷号: 454, 期号: 454, 页码: 280-290
作者:  Wang, Zikang;  Li, Linjing;  Zeng, Daniel
Adobe PDF(1540Kb)  |  收藏  |  浏览/下载：190/54  |  提交时间：2021/05/31
knowledge graph  multi-hop reasoning  graph convolutional network  
A Re-Ranking Framework for Knowledge Graph Completion 会议论文
, Glasgow, Scotland, UK, 2020.7.19-24
作者:  Wang, Zikang;  Li, Linjing;  Zeng, Daniel
浏览  |  Adobe PDF(447Kb)  |  收藏  |  浏览/下载：168/39  |  提交时间：2020/10/22
knowledge graph, link prediction, attention mechanism  
A Prior Knowledge Based Neural Attention Model for Opioid Topic Identification 会议论文
, Shenzhen, China, 1-3 July 2019
作者:  Yao, Riheng;  Li, Qiudan;  Wei-Hsuan Lo-Ciganic;  Zeng, Daniel Dajun
浏览  |  Adobe PDF(124Kb)  |  收藏  |  浏览/下载：261/107  |  提交时间：2020/06/08
prior knowledge  attention  opioid  topic