naganandy/graph-based-deep-learning-literature resource

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5096 stars · 782 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

A curated collection of links to conference publications on graph-based deep learning, organized by conference, year, and topic. It also indexes related workshops, surveys, literature reviews, books, and software libraries.

Use cases

• find papers on graph neural networks from NeurIPS or ICML
• catch up on recent graph deep learning research by year
• find surveys and literature reviews on graph representation learning
• discover workshops related to graph neural networks
• locate software libraries for graph deep learning
• build a reading list for graph convolutional networks

When to choose

• you need a curated, topic-organized index of GNN research papers
• you want to track graph deep learning publications across major ML conferences over multiple years
• you are starting research in graph representation learning and need an entry point

When to avoid

• you need runnable code or a software library rather than paper links
• you need full-text papers rather than links to publication pages
• you need non-graph deep learning literature

Facets

learning-resource · maturity active

deep-learning machine-learning documentation deep-learning machine-learning tutorials awesome-lists cross-platform graph-neural-networks graph-convolutional-networks literature-review conference-publications curated-list graph-representation-learning

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markdown · JSON · MCP: product_card(name="naganandy/graph-based-deep-learning-literature")