Improving Synthetically Generated Image Detection in Cross-Concept Settings. - Pantelis Dogoulis; Giorgos Kordopatis-Zilos; Ioannis Kompatsiaris; Symeon Papadopoulos (MAD@ICMR, 2023)

Towards a Knowledge Graph for the Visual Recognition of Skin Cancer. - Pantelis Dogoulis; Alexandros Vassiliades; Nick Bassiliades (ICSC, 2023)

Robustness Analysis of AI Models in Critical Energy Systems. - Pantelis Dogoulis; Matthieu Jimenez; Salah Ghamizi; Maxime Cordy; Yves Le Traon (CoRR, 2024)

KCLNet: Physics-Informed Power Flow Prediction via Constraints Projections. - Pantelis Dogoulis; Karim Tit; Maxime Cordy (CoRR, 2025)

Constraint-Guided Prediction Refinement via Deterministic Diffusion Trajectories. - Pantelis Dogoulis; Fabien Bernier; Félix Fourreau; Karim Tit; Maxime Cordy (CoRR, 2025)