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CASIA OpenIR

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KAMPNet: multi-source medical knowledge augmented medication prediction network with multi-level graph contrastive learning 期刊论文
BMC MEDICAL INFORMATICS AND DECISION MAKING, 2023, 卷号: 23, 期号: 1, 页码: 19
作者:  An, Yang;  Tang, Haocheng;  Jin, Bo;  Xu, Yi;  Wei, Xiaopeng
收藏  |  浏览/下载：52/0  |  提交时间：2023/12/21
Electronic medical records  Medication prediction  Intelligent healthcare system  Multi-source medical knowledge  Graph contrastive learning  
Knowledge Reasoning via Jointly Modeling Knowledge Graphs and Soft Rules 期刊论文
APPLIED SCIENCES-BASEL, 2023, 卷号: 13, 期号: 19, 页码: 17
作者:  Lan, Yinyu;  He, Shizhu;  Liu, Kang;  Zhao, Jun
收藏  |  浏览/下载：64/0  |  提交时间：2023/12/21
distributed representation  knowledge graph  link prediction  logical rule  
Spatial-temporal knowledge graph network for event prediction 期刊论文
NEUROCOMPUTING, 2023, 卷号: 553, 页码: 11
作者:  Huai, Zepeng;  Zhang, Dawei;  Yang, Guohua;  Tao, Jianhua
收藏  |  浏览/下载：67/0  |  提交时间：2023/11/17
Multi -event prediction  Knowledge graph  Dynamic graph embedding  
Contrastive Multi-Modal Knowledge Graph Representation Learning 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2023, 卷号: 35, 期号: 9, 页码: 8983-8996
作者:  Fang, Quan;  Zhang, Xiaowei;  Hu, Jun;  Wu, Xian;  Xu, Changsheng
收藏  |  浏览/下载：71/0  |  提交时间：2023/11/17
Knowledge graph  multimedia  graph neural network  contrastive learning  
Hierarchical graph attention network for temporal knowledge graph reasoning 期刊论文
NEUROCOMPUTING, 2023, 卷号: 550, 页码: 8
作者:  Shao, Pengpeng;  He, Jiayi;  Li, Guanjun;  Zhang, Dawei;  Tao, Jianhua
收藏  |  浏览/下载：103/0  |  提交时间：2023/11/17
Temporal knowledge graphs  Graph attention network  Reasoning  
Multi-Source Knowledge Reasoning Graph Network for Multi-Modal Commonsense Inference 期刊论文
ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2023, 卷号: 19, 期号: 4, 页码: 17
作者:  Ma, Xuan;  Yang, Xiaoshan;  Xu, Changsheng
收藏  |  浏览/下载：61/0  |  提交时间：2023/11/17
Knowledge reasoning  multi-modal commonsense inference  graph neural network  
GraphCA: Learning From Graph Counterfactual Augmentation for Knowledge Tracing 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 11, 页码: 2108-2123
作者:  Xinhua Wang;  Shasha Zhao;  Lei Guo;  Lei Zhu;  Chaoran Cui;  Liancheng Xu
Adobe PDF(1627Kb)  |  收藏  |  浏览/下载：79/35  |  提交时间：2023/09/22
Contrastive learning  counterfactual representation  graph neural network  knowledge tracing  
Markovian Policy Network for Efficient Robot Learning 期刊
创刊日期: 2022,
主办者:  Zhang FY(张丰一), Yurou Chen, Zhiyong Liu
Adobe PDF(2453Kb)  |  收藏  |  浏览/下载：201/70  |  提交时间：2023/01/12
Efficient robot learning  Structural prior knowledge  Reinforcement learning  Graph neural network  
TCKGE: Transformers with contrastive learning for knowledge graph embedding 期刊论文
INTERNATIONAL JOURNAL OF MULTIMEDIA INFORMATION RETRIEVAL, 2022, 页码: 9
作者:  Zhang, Xiaowei;  Fang, Quan;  Hu, Jun;  Qian, Shengsheng;  Xu, Changsheng
收藏  |  浏览/下载：187/0  |  提交时间：2023/01/09
Augmentation  Contrastive learning  Knowledge graph  Transformer  
Knowledge Graph Representation Learning-Based Forest Fire Prediction 期刊论文
REMOTE SENSING, 2022, 卷号: 14, 期号: 17, 页码: 19
作者:  Chen, Jiahui;  Yang, Yi;  Peng, Ling;  Chen, Luanjie;  Ge, Xingtong
收藏  |  浏览/下载：153/0  |  提交时间：2022/11/14
forest fire  graph neural network  disaster prediction  knowledge graph  link prediction