COINs
Community-informed graph embeddings for fast knowledge-graph link prediction.
Community-informed graph embeddings for knowledge-graph link prediction and conjunctive query answering. Two-stage prediction: community membership prediction followed by within-community node lookup. Achieves ~97% baseline accuracy at ~7.5% of original compute. ICT Innovations 2025 paper.
Deep Neural Networks
- Technical
- Source code: Lab Github
- Last commit: 2025-06-01
Laboratory for Information and Inference Systems
Laboratory for Information and Inference Systems
At LIONS, we are concerned with optimized information extraction from signals or data volumes. We therefore develop mathematical theory and computational methods for information recovery from highly incomplete data.
This page was last edited on 2026-03-03.
This page was last edited on 2026-03-03.