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20212026
most citedExplaining Graph Neural Networks for Node Similarity on Graphs

2 citations · 2 across the 2 of their papers we have counts for

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cs.AI2026

APOLO: Automatic Prompt Optimization for Ontology Learning

Huu Tan Mai, Roman Kochnev, Cuong Xuan Chu +3

Ontology Learning (OL) from text has advanced with the emergence of Large Language Models (LLMs), but it remains challenging due to the limited availability of annotated training d…

cs.LG2026

Scalable GNN-based Knowledge Graph Representation Learning with Efficient Message Passing

Huu Tan Mai, Cuong Xuan Chu, Heiko Paulheim +1

Graph neural networks (GNNs) excel at representation learning on Knowledge Graphs (KGs), achieving stateof-the-art performance on tasks like link prediction or entity classificatio…