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Sotirios Panagiotis Chytas

2 accepted papers

2025

FoGE: Fock Space inspired encoding for graph prompting

NeurIPS 2025poster

Recent results show that modern Large Language Models (LLM) are indeed capable of understanding and answering questions about structured data such as graphs. This new paradigm can lead to solutions that require less supervision while, at the same time, providing a model that can generalize and answe…

Cited by 0SourcecodeScholar
2024

Pooling Image Datasets with Multiple Covariate Shift and Imbalance

ICLR 2024poster

Small sample sizes are common in many disciplines, which necessitates pooling roughly similar datasets across multiple sites/institutions to study weak but relevant associations between images and disease incidence. Such data often manifest shifts and imbalances in covariates (secondary non-ima…

Cited by 3SourcePDFScholar