Search Results for author: Hanyu Gao

Found 2 papers, 1 papers with code

MolNexTR: A Generalized Deep Learning Model for Molecular Image Recognition

1 code implementation6 Mar 2024 Yufan Chen, Ching Ting Leung, Yong Huang, Jianwei Sun, Hao Chen, Hanyu Gao

In addition, it employs a series of novel augmentation algorithms to significantly enhance the robustness and performance of the model.

Data Augmentation

RetroOOD: Understanding Out-of-Distribution Generalization in Retrosynthesis Prediction

no code implementations18 Dec 2023 Yemin Yu, Luotian Yuan, Ying WEI, Hanyu Gao, Xinhai Ye, Zhihua Wang, Fei Wu

Machine learning-assisted retrosynthesis prediction models have been gaining widespread adoption, though their performances oftentimes degrade significantly when deployed in real-world applications embracing out-of-distribution (OOD) molecules or reactions.

Out-of-Distribution Generalization Retrosynthesis

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