← all repositories

thunlp/GNNPapers

A curated repository of must-read academic papers on graph neural networks.

16.8k stars Learning
GNNPapers
Not currently ranked — collecting fresh signals.
star history

This repository collects and organizes influential papers on graph neural networks, covering topics from basic models and architectures to applications in computer vision, NLP, chemistry, and other domains. It serves as a structured reading list maintained by researchers from the THUNLP group at Tsinghua University.

Frequently asked

What is thunlp/GNNPapers?
A curated repository of must-read academic papers on graph neural networks.
Is GNNPapers open source?
Yes — thunlp/GNNPapers is an open-source project tracked on heatdrop.
How popular is GNNPapers?
thunlp/GNNPapers has 16.8k stars on GitHub.
Where can I find GNNPapers?
thunlp/GNNPapers is on GitHub at https://github.com/thunlp/GNNPapers.

heatdrop uses Google Analytics to see which pages get read — nothing else. Your call. How we handle data.