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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
Authors:  Zikang Wang;  Linjing Li;  Daniel Zeng
Adobe PDF(3215Kb)  |  Favorite  |  View/Download：45/6  |  Submit date：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
Authors:  Shi, Jiahui;  Li, Linjing;  Zeng, Daniel
Favorite  |  View/Download：53/0  |  Submit date：2022/11/14
Adversarial example  Adversarial training  Model robustness  Contrastive learning  Natural language processing  
Hierarchical Multihop Reasoning on Knowledge Graphs 期刊论文
IEEE INTELLIGENT SYSTEMS, 2022, 卷号: 37, 期号: 1, 页码: 71-78
Authors:  Wang, Zikang;  Li, Linjing;  Zeng, Daniel Dajun
Adobe PDF(1656Kb)  |  Favorite  |  View/Download：74/5  |  Submit date：2022/07/25
Quantum Probability-inspired Graph Attention Network for Modeling Complex Text Interaction 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2021, 卷号: 234, 页码: 12
Authors:  Yan, Peng;  Li, Linjing;  Zeng, Daniel
Favorite  |  View/Download：107/0  |  Submit date：2021/12/28
Natural language processing  Quantum probability  Graph attention network  
Quantum Probability-inspired Graph Neural Network for Document Representation and Classification 期刊论文
Neurocomputing, 2021, 卷号: 445, 页码: 276-286
Authors:  Yan, Peng;  Li, Lingjing;  Jin, Miaotianzi;  Zeng, Daniel
Adobe PDF(1744Kb)  |  Favorite  |  View/Download：71/14  |  Submit date：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
Authors:  Wang, Zikang;  Li, Linjing;  Zeng, Daniel
Adobe PDF(545Kb)  |  Favorite  |  View/Download：157/15  |  Submit date：2021/05/31
Incorporating prior knowledge from counterfactuals into knowledge graph reasoning 期刊论文
Knowledge-Based Systems, 2021, 卷号: 223, 期号: 223, 页码: TBA
Authors:  Wang, Zikang;  Li, Linjing;  Zeng, Daniel;  Wu, Xiaofei
Adobe PDF(1353Kb)  |  Favorite  |  View/Download：92/19  |  Submit date：2021/05/31
knowledge graph  multi-hop reasoning  counterfactual  
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
Authors:  Wang, Zikang;  Li, Linjing;  Zeng, Daniel
Adobe PDF(1540Kb)  |  Favorite  |  View/Download：95/15  |  Submit date：2021/05/31
knowledge graph  multi-hop reasoning  graph convolutional network  
Knowledge-Enhanced Natural Language Inference Based on Knowledge Graphs 会议论文
, 在线, 2020.12.8-13
Authors:  Wang, Zikang;  Li, Linjing;  Zeng, Daniel
Adobe PDF(491Kb)  |  Favorite  |  View/Download：101/13  |  Submit date：2021/05/31
A Re-Ranking Framework for Knowledge Graph Completion 会议论文
, Glasgow, Scotland, UK, 2020.7.19-24
Authors:  Wang, Zikang;  Li, Linjing;  Zeng, Daniel
View  |  Adobe PDF(447Kb)  |  Favorite  |  View/Download：105/24  |  Submit date：2020/10/22
knowledge graph, link prediction, attention mechanism