Zhichun Guo

Few-Shot Graph Learning for Molecular Property Prediction

Zhichun Guo, Chuxu Zhang, Wenhao Yu et al. · 2021 · 141 citations · Full text

Few-shot Learning, Geometric Learning, Engineering +16

On the use of real-world datasets for reaction yield prediction

Mandana Saebi, Bozhao Nan, John E. Herr et al. · Chemical Science · 2023 · 119 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +22

What can Large Language Models do in chemistry? A comprehensive benchmark on eight tasks

Taicheng Guo, Kehan Guo, Bozhao Nan et al. · arXiv (Cornell University) · 2023 · 91 citations · Full text

Artificial Intelligence, Llm Fine-tuning, Engineering +25

A Survey of Multi-task Learning in Natural Language Processing: Regarding Task Relatedness and Training Methods

Zhihan Zhang, Wenhao Yu, Mengxia Yu et al. · 2023 · 53 citations · Full text

Engineering, Machine Learning, Cross-lingual Representation +21

Graph-based Molecular Representation Learning

Zhichun Guo, Kehan Guo, Bozhao Nan et al. · 2023 · 52 citations · Full text

Geometric Learning, Graph Representation Learning, Machine Learning +19