Few-shot link prediction via graph neural networks for Covid-19
drug-repurposing

Few-shot link prediction via graph neural networks for Covid-19 drug-repurposing

20 July 2020

George Karypis

Papers citing "Few-shot link prediction via graph neural networks for Covid-19 drug-repurposing"

12 / 12 papers shown

Title
SKG-LLM: Developing a Mathematical Model for Stroke Knowledge Graph Construction Using Large Language Models Ali Sarabadani Kheirolah Rahsepar Fard Hamid Dalvand 75 0 0 09 Mar 2025
DGL-KE: Training Knowledge Graph Embeddings at Scale Da Zheng Xiang Song Chao Ma Zeyuan Tan Zihao Ye Jin Dong Hao Xiong Zheng Zhang George Karypis 63 189 0 18 Apr 2020
MAGNN: Metapath Aggregated Graph Neural Network for Heterogeneous Graph Embedding Xinyu Fu Jiani Zhang Ziqiao Meng Irwin King 91 858 0 05 Feb 2020
Meta Relational Learning for Few-Shot Link Prediction in Knowledge Graphs Yin Hua Wen Zhang Wei Zhang Qiang Chen Huajun Chen KELM 117 185 0 04 Sep 2019
Deep Graph Library: A Graph-Centric, Highly-Performant Package for Graph Neural Networks Minjie Wang Da Zheng Zihao Ye Quan Gan Mufei Li ... Jiaqi Zhao Haotong Zhang Alex Smola Jinyang Li Zheng Zhang AI4CE GNN 247 748 0 03 Sep 2019
RotatE: Knowledge Graph Embedding by Relational Rotation in Complex Space Zhiqing Sun Zhihong Deng Jian-Yun Nie Jian Tang 85 2,108 0 26 Feb 2019
Inductive Representation Learning on Large Graphs William L. Hamilton Z. Ying J. Leskovec 403 15,066 0 07 Jun 2017
Modeling Relational Data with Graph Convolutional Networks Michael Schlichtkrull Thomas Kipf Peter Bloem Rianne van den Berg Ivan Titov Max Welling GNN 150 4,772 0 17 Mar 2017
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 485 28,901 0 09 Sep 2016
Accurate De Novo Prediction of Protein Contact Map by Ultra-Deep Learning Model Sheng Wang S. Sun Zerui Li Renyu Zhang Jinbo Xu 46 819 0 02 Sep 2016
Complex Embeddings for Simple Link Prediction Théo Trouillon Johannes Welbl Sebastian Riedel Éric Gaussier Guillaume Bouchard BDL 81 2,955 0 20 Jun 2016
Embedding Entities and Relations for Learning and Inference in Knowledge Bases Bishan Yang Wen-tau Yih Xiaodong He Jianfeng Gao Li Deng NAI 80 3,174 0 20 Dec 2014

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