Home

Awesome

Rethinking Tokenizer and Decoder in Masked Graph Modeling for Molecules

NeurIPS 2023 poster [paper]

Authors: Zhiyuan Liu, Yaorui Shi, An Zhang, Enzhi Zhang, Kenji Kawaguchi, Xiang Wang, Tat-Seng Chua

This repository contains the official code implementation for the paper Rethinking Tokenizer and Decoder in Masked Graph Modeling for Molecules.

<p align="center"> <img src="./figures/framework.jpg" width="1000"> </p> <p align="center"> <b>Overview of the SimSGT's framework</b> </p>

Citation

If you use our codes or checkpoints, please cite our paper:

@inproceedings{liu2023rethinking,
    title={Rethinking Tokenizer and Decoder in Masked Graph Modeling for Molecules},
    author={Liu, Zhiyuan and Shi, Yaorui and Zhang, An and Zhang, Enzhi and Kawaguchi, Kenji and Wang, Xiang and Chua, Tat-Seng},
    booktitle={NeurIPS},
    year={2023},
    url={https://openreview.net/forum?id=fWLf8DV0fI}
}