Pantelis Dogoulis

According to our database, Pantelis Dogoulis authored at least 5 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Constraint-Guided Prediction Refinement via Deterministic Diffusion Trajectories.

Pantelis Dogoulis, Fabien Bernier, Félix Fourreau, Karim Tit, Maxime Cordy

CoRR, June, 2025

KCLNet: Physics-Informed Power Flow Prediction via Constraints Projections.

Pantelis Dogoulis, Karim Tit, Maxime Cordy

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track and Demo Track, 2025

2024

Robustness Analysis of AI Models in Critical Energy Systems.

Pantelis Dogoulis, Matthieu Jimenez, Salah Ghamizi, Maxime Cordy, Yves Le Traon

CoRR, 2024

2023

Towards a Knowledge Graph for the Visual Recognition of Skin Cancer.

Pantelis Dogoulis, Alexandros Vassiliades, Nick Bassiliades

Proceedings of the 17th IEEE International Conference on Semantic Computing, 2023

Improving Synthetically Generated Image Detection in Cross-Concept Settings.

Pantelis Dogoulis, Giorgos Kordopatis-Zilos, Ioannis Kompatsiaris, Symeon Papadopoulos

Proceedings of the 2nd ACM International Workshop on Multimedia AI against Disinformation, 2023