Graph machine learning
A research field
Graph machine learning is gaining ground in AI research: 1.4% to 1.5% of new AI papers, +0.1 points. It ranks #13 of 44 by gain in share. As of Oct 10, 2026.
- Change in share
- +0.1 pts
- Share, last 3 months
- 1.5%
- Papers, last 3 months
- 490
- Ready for products
- 2.4 / 5
Ideas in this field
Graph representation learning0.1% → 0.2%+0.1 ptsGraph neural network0.2% → 0.2%+0.0 ptsGraph foundation model0.1% → 0.1%+0.0 ptsGraph convolutional network0.0% → 0.0%0.0 ptsGraph contrastive learning0.1% → 0.0%0.0 ptsGraph anomaly detection0.0% → 0.0%0.0 ptsHeterogeneous graph neural network0.1% → 0.0%0.0 ptsGraph attention network0.0% → 0.0%0.0 ptsMessage passing neural network0.1% → 0.0%0.0 ptsHypergraph neural network0.0% → 0.0%0.0 pts
Companies working on it
Graph machine learning: quick answers
Yes. Its share of new AI papers went from 1.4% to 1.5%, with 490 papers in the last 3 months.