面向知识发现的网络对齐方法及其在生物网络中的应用

61873288
2018
F0305.生物、医学信息系统与技术
高建良
面上项目
教授
中南大学
66万元
生物网络;知识发现;数据挖掘;蛋白质网络;网络对齐
2019-01-01到2022-12-31
  • 中英文摘要
  • 结题摘要
  • 结题报告
  • 项目成果
  • 项目参与人
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序号 标题 类型 作者
1 Who is Who: Name Disambiguation in Large-Scale Scientific Literature 会议论文 Hongliang Du;Zhiyi Jiang;Jianliang Gao
2 Memory Augmented Graph Learning Networks for Multivariate Time Series Forecasting 会议论文 Xiangyue Liu;Xinqi Lyu;Xiangchi Zhang;Jianliang Gao;Jiamin Chen
3 MDNN: A Multimodal Deep Neural Network for Predicting Drug-Drug Interaction Events 会议论文 Tengfei Lyu;Jianliang Gao;Ling Tian;Zhao Li;Peng Zhang;Ji Zhang
4 Protein2Vec: Aligning Multiple PPI Networks with Representation Learning 期刊论文 Jianliang Gao;Ling Tian;Tengfei Lv;Jianxin Wang;Bo Song;Xiaohua Hu
5 Auto-GNAS: A Parallel Graph Neural Architecture Search Framework 期刊论文 Jiamin Chen;Jianliang Gao;Yibo Chen;Babatounde Moctard Oloulade;Tengfei Lyu;Zhao Li
6 Predicting the Survival of Cancer Patients with Multimodal Graph Neural Network 期刊论文 Jianliang Gao;Tengfei Lyu;Fan Xiong;Jianxin Wang;Weimao Ke;Zhao Li
7 Similar Disease Prediction with Heterogeneous Disease Information Networks 期刊论文 Jianliang Gao;Ling Tian;Jianxin Wang;Yibo Chen;Bo Song;Xiaohua Hu
8 Graph-Based Stock Recommendation by Time-Aware Relational Attention Network 期刊论文 Jianliang Gao;Xiaoting Ying;Cong Xu;Jianxin Wang;Shichao Zhang;Zhao Li
9 Higher-Order Interaction Goes Neural: A Substructure Assembling Graph Attention Network for Graph Classification 期刊论文 Jianliang Gao;Jun Gao;Xiaoting Ying;Mingming Lu;Jianxin Wang
10 MGNN: A Multimodal Graph Neural Network for Predicting the Survival of Cancer Patients 会议论文 JianliangGao;Tengfei Lyu;Fan Xiong;Jianxin Wang;Weimao Ke;Zhao Li
11 Graph Neural Architecture Search: A survey 期刊论文 Babatounde Moctard Oloulade;Jianliang Gao;Jiamin Chen;Tengfei Lyu;Raeed Al-Sabri
12 GraphPAS: Parallel Architecture Search for Graph Neural Networks 会议论文 Jiamin Chen;Jianliang Gao;Yibo Chen;Moctard Babatounde Oloulade;Tengfei Lyu;Zhao Li
13 Glycan Immunogenicity Prediction with Efficient Automatic Graph Neural Network 会议论文 Jiamin Chen;Zhenpeng Wu;Jianliang Gao;Xiaohua Hu
14 Measuring Disease Similarity Based on Multiple Heterogeneous Disease Information Networks 会议论文 Ling Tian;Jianliang Gao;Jianxin Wang;Ying Wang;Bo Song;Xiaohua Hu
15 Dual-Augment Graph Neural Network for Fraud Detection 会议论文 Qiutong L;Yanshen He;Cong Xu;Feng Wu;Jianliang Gao;Zhao Li
16 基于多模态深度神经网络药物-药物相互作用事件预测 专利 高建良;吕腾飞
17 基于元学习的少样本知识图谱补全方法 专利 向行;陈毅波;蒋志怡;黄鑫;蒋破荒;田建伟;朱宏宇;祝视;吕欣琪;高建良
18 MTGNN: Multi-Task Graph Neural Network Based Few-Shot Learning for Disease Similartiy Measurement 期刊论文 Jianliang Gao;Xiangchi Zhang;Ling Tian;Yuxin Liu;Jianxin Wang;Zhao Li;Xiaohua Hu
19 Attention with Long-Term Interval-Based Deep Sequential Learning for Recommendation 期刊论文 Zhao Li;Long Zhang;Chenyi Lei;Xia Chen;Jianliang Gao;Jun Gao
20 Static-Dynamic Graph Neural Network for Stock Recommendation 会议论文 Yanshen He;Qiutong Li;Feng Wu;Jianliang Gao
21 Multi-label Metabolic Pathway Prediction with Auto Molecular Structure Representation Learning 会议论文 Jiamin Chen;Jianliang Gao;Tengfei Lyu;Babatounde Moctard Oloulade;Xiaohua Hu
22 Time-Aware Graph Relational Attention Network for Stock Recommendation 会议论文 Xiaoting Ying;Cong Xu;Jianliang Gao;Jianxin Wang;Zhao Li
23 一种基于边类型注意力机制的实体对齐方法及装置 专利 陈毅波;向行;熊帆;高建良;何智强;陈远扬;田建伟;蒋破荒;黄鑫;杨芳僚;孙毅臻;朱宏宇;祝视;张宇翔;李浩志
24 MetaP: Meta Pattern Learning for One-Shot Knowledge Graph Completion 会议论文 Zhiyi Jiang;Jianliang Gao;Xinqi Lv
25 Pattern Adaptive Specialist Network for Learning Trading Patterns in Stock Market 会议论文 Huiling Huang;Jianliang Gao;Cong Xu;Xiaoting Ying
26 LAMAD: A Linguistic Attentional Model for Arabic Text Diacritization 会议论文 Raeed Al-Sabri;Jianliang Gao
27 MHGCN: Multiview Highway Graph Convolutional Network for Cross-Lingual Entity Alignment 期刊论文 Jianliang Gao;Xiangyue Liu;Yibo Chen;Fan Xiong
28 A supervised and distributed framework for cold-start author disambiguation in large-scale publications 期刊论文 Yibo Chen;Zhiyi Jiang;Jianliang Gao;Hongliang Du;Liping Gao;Zhao Li
29 Multi-task Based Few-Shot Learning for Disease Similarity Measurement 会议论文 Jianliang Gao;Ling Tian;Yuxin Liu;Jianxin Wang;Zhao Li;Xiaohua Hu
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