On the Impact of Feature Heterophily on Link Prediction with Graph Neural Networks
–Neural Information Processing Systems
Based on our definitions, we identify and analyze six real-world benchmarks spanning from homophilic to heterophilic link prediction settings, with graphs containing up to 30M edges.
Neural Information Processing Systems
Feb-15-2026, 23:57:04 GMT
- Country:
- Asia > Myanmar
- Tanintharyi Region > Dawei (0.04)
- North America > United States
- Illinois > Champaign County
- Urbana (0.04)
- Michigan (0.04)
- Illinois > Champaign County
- Asia > Myanmar
- Genre:
- Research Report > Experimental Study (0.93)
- Industry:
- Information Technology (0.68)
- Technology:
- Information Technology
- Artificial Intelligence
- Machine Learning > Neural Networks (1.00)
- Representation & Reasoning (1.00)
- Communications (1.00)
- Data Science > Data Mining (1.00)
- Information Management > Search (1.00)
- Artificial Intelligence
- Information Technology