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Multi-aspect self-supervised learning for heterogeneous information network 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2021, 卷号: 233, 页码: 14
作者:  Che, Feihu;  Tao, Jianhua;  Yang, Guohua;  Liu, Tong;  Zhang, Dawei
Adobe PDF(2661Kb)  |  收藏  |  浏览/下载：251/51  |  提交时间：2021/12/28
Heterogeneous information network  Self-supervised  Contrastive learning  Graph neural network  
HackRL: Reinforcement learning with hierarchical attention for cross-graph knowledge fusion and collaborative reasoning 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2021, 卷号: 233, 页码: 14
作者:  Yang, Linyao;  Wang, Xiao;  Dai, Yuxin;  Xin, Kejun;  Zheng, Xiaolong;  Ding, Weiping;  Zhang, Jun;  Wang, Fei-Yue
Adobe PDF(1159Kb)  |  收藏  |  浏览/下载：400/138  |  提交时间：2021/12/28
Knowledge fusion  Knowledge reasoning  Decision-making  Hierarchical graph attention  Reinforcement learning  
Prior-knowledge and attention based meta-learning for few-shot learning 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2021, 卷号: 213, 页码: 12
作者:  Qin, Yunxiao;  Zhang, Weiguo;  Zhao, Chenxu;  Wang, Zezheng;  Zhu, Xiangyu;  Shi, Jingping;  Qi, Guojun;  Lei, Zhen
收藏  |  浏览/下载：287/0  |  提交时间：2021/04/06
Meta-learning  Few-shot learning  Prior-knowledge  Representation  Attention mechanism