HyGNN: Drug-Drug Interaction Prediction via Hypergraph Neural Network

HyGNN: Drug-Drug Interaction Prediction via Hypergraph Neural Network

25 June 2022

Khaled Mohammed Saifuddin

Bri Bumgardnerr

Papers citing "HyGNN: Drug-Drug Interaction Prediction via Hypergraph Neural Network"

10 / 10 papers shown

Title
Tackling Oversmoothing in GNN via Graph Sparsification: A Truss-based Approach Tanvir Hossain Khaled Mohammed Saifuddin Muhammad Ifte Khairul Islam Farhan Tanvir Esra Akbas 30 0 0 16 Jul 2024
DPHGNN: A Dual Perspective Hypergraph Neural Networks Siddhant Saxena Shounak Ghatak Raghu Kolla Debashis Mukherjee Tanmoy Chakraborty 21 2 0 26 May 2024
A Survey on Hypergraph Neural Networks: An In-Depth and Step-By-Step Guide Sunwoo Kim Soo Yong Lee Yue Gao Alessia Antelmi Mirko Polato Kijung Shin GNN AI4TS 31 19 0 01 Apr 2024
HypeBoy: Generative Self-Supervised Representation Learning on Hypergraphs Sunwoo Kim Shinhwan Kang Fanchen Bu Soo Yong Lee Jaemin Yoo Kijung Shin SSL 29 11 0 31 Mar 2024
LightHGNN: Distilling Hypergraph Neural Networks into MLPs for $100\times$ Faster Inference Yifan Feng Yihe Luo Shihui Ying Yue Gao BDL 14 2 0 06 Feb 2024
Molecular Hypergraph Neural Networks Junwu Chen Philippe Schwaller GNN 47 10 0 20 Dec 2023
HeTriNet: Heterogeneous Graph Triplet Attention Network for Drug-Target-Disease Interaction Farhan Tanvir Khaled Mohammed Saifuddin Tanvir Hossain A. Bagavathi Esra Akbas 25 3 0 30 Nov 2023
Seq-HyGAN: Sequence Classification via Hypergraph Attention Network Khaled Mohammed Saifuddin Corey May Farhan Tanvir Muhammad Ifte Khairul Islam Esra Akbas GNN 15 9 0 04 Mar 2023
DDI Prediction via Heterogeneous Graph Attention Networks Farhan Tanvir Khaled Mohammed Saifuddin Esra Akbas 14 1 0 12 Jul 2022
A Survey on Hyperlink Prediction Cang Chen Yang-Yu Liu 3DV AI4CE 11 40 0 06 Jul 2022