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Dimitrios Kelesis β most-cited papers & profile Β· Large Language Models
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Dimitrios Kelesis
6
papers Β·
0
citations Β·
2
h-index
National Technical University of Athens Β· National Centre of Scientific Research "Demokritos" Β· Institute of Nuclear and Particle Physics Β· Institute of Informatics of the Slovak Academy of Sciences
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Most-cited papers
Improving Molecular Property Prediction in Small Language Models Using Graph-based Tools
2026
Enhancing Small Language Models Reasoning through Knowledge Graph Grounding
2026
Analyzing the Effect of Embedding Norms and Singular Values to Oversmoothing in Graph Neural Networks
2025
Tree-based Focused Web Crawling with Reinforcement Learning
2021
Partially Trained Graph Convolutional Networks Resist Oversmoothing
2024
Reducing Oversmoothing through Informed Weight Initialization in Graph Neural Networks
2024
Topics
GNN Architectures
Theory & Expressivity
Tool Use
Evaluation
Benchmarks
Model-Based RL
Exploration