Awesome Graph Learning
📄
Papers
🧭
Topics
🔥
Trending
🗺️
Map
🏆
Leaderboards
🎓
Learn
🤖
Ask AI
⋯
More
👥
Authors
📚
Reading Packs
📊
Datasets
🛠️
Tools
📰
News
📝
Blogs
✉️
Newsletter
🎯
Research Radar
🔖
Saved
+ Add Paper
☾
☀
← authors
·
overview
Loading author…
🤖
Ask AI
Davy Monticolo — most-cited papers & profile · Graph Learning
← authors
·
overview
Davy Monticolo
7
papers ·
0
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
G2CP: A Graph-Grounded Communication Protocol for Verifiable and Efficient Multi-Agent Reasoning
2026
Sem@$K$: Is my knowledge graph embedding model semantic-aware?
2023
Treat Different Negatives Differently: Enriching Loss Functions with Domain and Range Constraints for Link Prediction
2023
Schema First! Learn Versatile Knowledge Graph Embeddings by Capturing Semantics with MASCHInE
2023
PyGraft: Configurable Generation of Synthetic Schemas and Knowledge Graphs at Your Fingertips
2023
Do Similar Entities have Similar Embeddings?
2023
Top co-authors
Armelle Brun
· 5
Nicolas Hubert
· 5
Pierre Monnin
· 4
Heiko Paulheim
· 2
Karim Ben Khaled
· 1
Mathieu d'Aquin
· 1
Topics
cs.AI
cs.LG
cs.MA
cs.CL
cs.SE
cs.IR