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DGL-LifeSci: An Open-Source Toolkit for Deep Learning on Graphs in Life
  Science

DGL-LifeSci: An Open-Source Toolkit for Deep Learning on Graphs in Life Science

27 June 2021
Mufei Li
Jinjing Zhou
Jiajing Hu
Wenxuan Fan
Yangkang Zhang
Yaxin Gu
George Karypis
    GNN
    AI4CE
ArXivPDFHTML

Papers citing "DGL-LifeSci: An Open-Source Toolkit for Deep Learning on Graphs in Life Science"

6 / 6 papers shown
Title
DrugAgent: Automating AI-aided Drug Discovery Programming through LLM Multi-Agent Collaboration
DrugAgent: Automating AI-aided Drug Discovery Programming through LLM Multi-Agent Collaboration
Sizhe Liu
Y. Lu
Siyu Chen
Xiyang Hu
Jieyu Zhao
Tianfan Fu
Yue Zhao
LLMAG
69
6
0
24 Nov 2024
DeepProtein: Deep Learning Library and Benchmark for Protein Sequence Learning
DeepProtein: Deep Learning Library and Benchmark for Protein Sequence Learning
Jiaqing Xie
Yue Zhao
25
0
0
02 Oct 2024
CTAGE: Curvature-Based Topology-Aware Graph Embedding for Learning
  Molecular Representations
CTAGE: Curvature-Based Topology-Aware Graph Embedding for Learning Molecular Representations
Yili Chen
Zhengyu Li
Zheng Wan
Hui Yu
Xian Wei
6
0
0
25 Jul 2023
Retrosynthesis Prediction with Local Template Retrieval
Retrosynthesis Prediction with Local Template Retrieval
Shufang Xie
Rui Yan
Junliang Guo
Yingce Xia
Lijun Wu
Tao Qin
12
12
0
07 Jun 2023
Junction Tree Variational Autoencoder for Molecular Graph Generation
Junction Tree Variational Autoencoder for Molecular Graph Generation
Wengong Jin
Regina Barzilay
Tommi Jaakkola
208
1,205
0
12 Feb 2018
MoleculeNet: A Benchmark for Molecular Machine Learning
MoleculeNet: A Benchmark for Molecular Machine Learning
Zhenqin Wu
Bharath Ramsundar
Evan N. Feinberg
Joseph Gomes
C. Geniesse
Aneesh S. Pappu
K. Leswing
Vijay S. Pande
OOD
152
1,748
0
02 Mar 2017
1