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杨凯
Personal Information
中级
Supervisor of Master's Candidates
Scientific Research
Research Field
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Paper Publications
YK,刘渊,赵紫娟,丁培锦,赵文倩.Local structure-aware graph contrastive representation learning.NEURAL NETWORKS,2024,172
YK,刘渊,赵紫娟,周星星,丁培锦.Graph attention network via node similarity for link prediction.EUROPEAN PHYSICAL JOURNAL B,2023,96(3)
YK,刘渊,赵紫娟,周星星,丁培锦.Graph attention network via node similarity for link prediction.EUROPEAN PHYSICAL JOURNAL B,2023,96(3)
Patents
YK , 刘渊,一种基于节点相似性的图注意力网络的链路预测方法
YK , 杨凯,一种基于医学知识图谱对比学习的药物预测方法
YK , 杨凯,一种基于图联邦对比表示学习的医疗数据分析分类方法、系统及介质
一种基于图神经网络预测药物-副作用关系的方法
Published Books
杨凯,基于图对比学习的知识推荐系统V1.0.[Software].2023
杨凯,基于注意力机制的图卷积神经网络的预测系统V1.0.[Software].2023
杨凯,基于协同对比学习的异质图注意力网络的链路预测系统V1.0.[Software].2023
杨凯,基于在复杂网络全局结构中节点影响力识别系统V1.0.[Software].2023
杨凯,基于图注意力网络及节点相似性的预测系统V1.0.[Software].2023
Research Projects
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