Krzysztof Rusek

Describing Subjective Experiment Consistency by p-Value P--P Plot

Lucjan Janowski, Jakub Nawala, Bogdan Cmiel, 2020, ACM Multimedia.

Deep Reinforcement Learning meets Graph Neural Networks: An optical network routing use case pdf

Albert Cabellos-Aparicio, Pere Barlet-Ros, Paul Almasan, 2019, ArXiv.

Message-Passing Neural Networks Learn Little’s Law

Krzysztof Rusek, Piotr Chołda, P. Chołda, 2019, IEEE Communications Letters.

Towards more realistic network models based on Graph Neural Networks

Albert Cabellos-Aparicio, Pere Barlet-Ros, Paul Almasan, 2019, CoNEXT Companion.

RouteNet: Leveraging Graph Neural Networks for Network Modeling and Optimization in SDN

Albert Cabellos-Aparicio, Pere Barlet-Ros, Paul Almasan, 2020, IEEE Journal on Selected Areas in Communications.

Dangerous Tool Detection for CCTV Systems

Piotr Guzik, Andrzej Matiolanski, Jakub Król, 2020, MCSS.

Unveiling the potential of Graph Neural Networks for network modeling and optimization in SDN

Albert Cabellos-Aparicio, Pere Barlet-Ros, Albert Mestres, 2019, SOSR.

Deep Reinforcement Learning meets Graph Neural Networks: exploring a routing optimization use case.

Albert Cabellos-Aparicio, Pere Barlet-Ros, Paul Almasan, 2020 .

Challenging the generalization capabilities of Graph Neural Networks for network modeling

Albert Cabellos-Aparicio, Pere Barlet-Ros, Paul Almasan, 2019, SIGCOMM Posters and Demos.