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CASIA OpenIR
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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：41/17  |  提交时间：2024/06/20
hyper-relational knowledge graph, knowledge reasoning, multi-hop reasoning  
PCEN: Potential Correlation-Enhanced Network for Multimodal Named Entity Recognition 会议论文
, Charlotte, NC, USA, 02-03 October 2023
作者:  Jiakai Geng;  Chenyang Zhang;  Linjing Li;  Qing Yang;  Daniel Zeng
Adobe PDF(4985Kb)  |  收藏  |  浏览/下载：62/9  |  提交时间：2024/05/31
named entity recognition  multimodal learning  vision-language pre-trained model  inconsistency loss  
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：392/102  |  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：274/33  |  提交时间：2022/11/14
Adversarial example  Adversarial training  Model robustness  Contrastive learning  Natural language processing  
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：284/118  |  提交时间：2022/06/16
Natural language processing  Document representation  Document classification  Graph neural network  Quantum probability  
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：241/69  |  提交时间：2021/05/31
knowledge graph  multi-hop reasoning  graph convolutional network  
A Shortcut-Stacked Document Encoder for Extractive Text Summarization 会议论文
, Budapest, Hungary, 2019.7.14-19
作者:  Yan, Peng;  Li, Linjing;  Zeng, Daniel
浏览  |  Adobe PDF(233Kb)  |  收藏  |  浏览/下载：174/67  |  提交时间：2020/10/22
HiWalk: Learning node embeddings from heterogeneous networks 期刊论文
INFORMATION SYSTEMS, 2019, 卷号: 81, 期号: 1, 页码: 82-91
作者:  Bai, Jie;  Li, Linjing;  Zeng, Daniel
浏览  |  Adobe PDF(776Kb)  |  收藏  |  浏览/下载：397/82  |  提交时间：2019/07/12
Network analysis  Representation learning  Behavioral analysis  Random walk  Heterogeneous network  
Capturing Deep Dynamic Information for Mapping Users across Social Networks 会议论文
, Shenzhen, China, July 1-3
作者:  Chiyu Cai;  Linjing Li;  Weiyun Chen;  Daniel Zeng
浏览  |  Adobe PDF(330Kb)  |  收藏  |  浏览/下载：321/100  |  提交时间：2019/05/14
Exploring Writing Pattern with Pop Culture Ingredients for Social User Modeling 会议论文
, Budapest, Hungary, July 14-19
作者:  Chiyu Cai;  Linjing Li;  Daniel Zeng;  Hongyuan Ma
浏览  |  Adobe PDF(337Kb)  |  收藏  |  浏览/下载：406/140  |  提交时间：2019/05/06