Few-shot Molecular Property Prediction via Hierarchically Structured Learning on Relation Graphs-Reference-Cited by-同舟云学术

Few-shot Molecular Property Prediction via Hierarchically Structured Learning on Relation Graphs

Published:2023-06 Issue: Volume:163 Page:122-131
ISSN:0893-6080
Container-title:Neural Networks
language:en
Short-container-title:Neural Networks

Author:

Ju Wei^ORCID,Liu Zequn,Qin Yifang,Feng Bin,Wang Chen,Guo Zhihui^ORCID,Luo Xiao^ORCID,Zhang Ming^ORCID

Funder

National Natural Science Foundation of China

Key Technologies Research and Development Program

National Key Research and Development Program of China

Publisher

Elsevier BV

Subject

Artificial Intelligence,Cognitive Neuroscience

Reference75 articles.

1. Abbas, M., Xiao, Q., Chen, L., Chen, P.-Y., & Chen, T. (2022). Sharp-MAML: Sharpness-Aware Model-Agnostic Meta Learning. In International conference on machine learning.

2. Low data drug discovery with one-shot learning;Altae-Tran;ACS Central Science,2017

3. Few-shot learning on graphs via super-classes based on graph spectral measures;Chauhan,2020

4. Multi-task neural networks for QSAR predictions;Dahl,2014

5. Bert: Pre-training of deep bidirectional transformers for language understanding;Devlin,2018

Cited by 25 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Multi-view discriminative edge heterophily contrastive learning network for attributed graph anomaly detection;Expert Systems with Applications;2024-12

2. FSRM-DDIE : few-shot learning methods based on relation metrics for the prediction of drug-drug interaction events;Applied Intelligence;2024-09-10

3. Molecular sharing and molecular-specific representations for multimodal molecular property prediction;Applied Soft Computing;2024-09

4. Impact of Domain Knowledge and Multi-Modality on Intelligent Molecular Property Prediction: A Systematic Survey;Big Data Mining and Analytics;2024-09

5. A bioactivity foundation model using pairwise meta-learning;Nature Machine Intelligence;2024-08-14