Krzysztof Rusek

72 papers A* 3B 3C 2Journal 54Unranked 10
YearRankTypeTitle / Venue / Authors
2026 J jnl
Indoor positioning with Wi-Fi Location: A survey of IEEE 802.11mc/az/bk fine timing measurement research.
Comput. Commun.
Katarzyna Kosek-Szott, Szymon Szott, Wojciech Ciezobka, Maksymilian Wojnar, Krzysztof Rusek, Jonathan Segev
2026 J jnl
Regression test optimization for software of the cellular network base stations: A language-based approach.
Expert Syst. Appl.
Sebastian Zarebski, Krzysztof Rusek, Piotr Cholda
2025 J jnl
Coordinated Spatial Reuse Scheduling With Machine Learning in IEEE 802.11 MAPC Networks.
CoRR
Maksymilian Wojnar, Wojciech Ciezobka, Artur Tomaszewski, Piotr Cholda, Krzysztof Rusek, Katarzyna Kosek-Szott, Jetmir Haxhibeqiri, Jeroen Hoebeke, Boris Bellalta, Anatolij Zubow, Falko Dressler, Szymon Szott
2025 J jnl
Coordinated Spatial Reuse Scheduling With Machine Learning in IEEE 802.11 MAPC Networks.
IEEE J. Sel. Areas Commun.
Maksymilian Wojnar, Wojciech Ciezobka, Artur Tomaszewski, Piotr Cholda, Krzysztof Rusek, Katarzyna Kosek-Szott, Jetmir Haxhibeqiri, Jeroen Hoebeke, Boris Bellalta, Anatolij Zubow, Falko Dressler, Szymon Szott
2025 J jnl
IEEE 802.11bn Multi-AP Coordinated Spatial Reuse With Hierarchical Multi-Armed Bandits.
IEEE Commun. Lett.
Maksymilian Wojnar, Wojciech Ciezobka, Katarzyna Kosek-Szott, Krzysztof Rusek, Szymon Szott, David Nunez, Boris Bellalta
2025 J jnl
IEEE 802.11bn Multi-AP Coordinated Spatial Reuse with Hierarchical Multi-Armed Bandits.
CoRR
Maksymilian Wojnar, Wojciech Ciezobka, Katarzyna Kosek-Szott, Krzysztof Rusek, Szymon Szott, David Nunez, Boris Bellalta
2025 J jnl
Indoor Positioning with Wi-Fi Location: A Survey of IEEE 802.11mc/az/bk Fine Timing Measurement Research.
CoRR
Katarzyna Kosek-Szott, Szymon Szott, Wojciech Ciezobka, Maksymilian Wojnar, Krzysztof Rusek, Jonathan Segev
2025 J jnl
Toward Specialized Wireless Networks Using an ML-Driven Radio Interface.
IEEE Access
Kamil Szczech, Maksymilian Wojnar, Katarzyna Kosek-Szott, Krzysztof Rusek, Szymon Szott, Dileepa Marasinghe, Nandana Rajatheva, Richard Combes, Francesc Wilhelmi, Anders Jonsson, Boris Bellalta
2025 J jnl
Towards Specialized Wireless Networks Using an ML-Driven Radio Interface.
CoRR
Kamil Szczech, Maksymilian Wojnar, Katarzyna Kosek-Szott, Krzysztof Rusek, Szymon Szott, Dileepa Marasinghe, Nandana Rajatheva, Richard Combes, Francesc Wilhelmi, Anders Jonsson, Boris Bellalta
2024 J jnl
Maximum Entropy and Quantized Metric Models for Absolute Category Ratings.
IEEE Signal Process. Lett.
Dietmar Saupe, Krzysztof Rusek, David Hägele, Daniel Weiskopf, Lucjan Janowski
2024 J jnl
Maximum entropy and quantized metric models for absolute category ratings.
CoRR
Dietmar Saupe, Krzysztof Rusek, David Hägele, Daniel Weiskopf, Lucjan Janowski
2024 J jnl
Neural Networks in Selected Aspects of Communications and Networking.
IEEE Access
Piotr Borylo, Edyta Biernacka, Jerzy Domzal, Bartosz Kadziolka, Miroslaw Kantor, Krzysztof Rusek, Maciej Skala, Krzysztof Wajda, Robert Wójcik, Wojciech Zabek
2024 J jnl
Reinforced-lib: Rapid prototyping of reinforcement learning solutions.
SoftwareX
Maksymilian Wojnar, Szymon Szott, Krzysztof Rusek, Wojciech Ciezobka
2024 J jnl
Using ranging for collision-immune IEEE 802.11 rate selection with statistical learning.
Comput. Commun.
Wojciech Ciezobka, Maksymilian Wojnar, Krzysztof Rusek, Katarzyna Kosek-Szott, Szymon Szott, Anatolij Zubow, Falko Dressler
2023 J jnl
A tutorial on reinforcement learning in selected aspects of communications and networking.
Comput. Commun.
Piotr Borylo, Edyta Biernacka, Jerzy Domzal, Bartosz Kadziolka, Miroslaw Kantor, Krzysztof Rusek, Maciej Skala, Krzysztof Wajda, Robert Wójcik, Wojciech Zabek
2023 — conf
Atom: Neural Traffic Compression with Spatio-Temporal Graph Neural Networks.
GNNet@CoNEXT
Paul Almasan, Krzysztof Rusek, Shihan Xiao, Xiang Shi, Xiangle Cheng, Albert Cabellos-Aparicio, Pere Barlet-Ros
2023 J jnl
Atom: Neural Traffic Compression with Spatio-Temporal Graph Neural Networks.
CoRR
Paul Almasan, Krzysztof Rusek, Shihan Xiao, Xiang Shi, Xiangle Cheng, Albert Cabellos-Aparicio, Pere Barlet-Ros
2023 J jnl
Bayesian inference of spatial and temporal relations in AI patents for EU countries.
Scientometrics
Krzysztof Rusek, Agnieszka Kleszcz, Albert Cabellos-Aparicio
2023 C conf
FTMRate: Collision-Immune Distance-based Data Rate Selection for IEEE 802.11 Networks.
WoWMoM
Wojciech Ciezobka, Maksymilian Wojnar, Katarzyna Kosek-Szott, Szymon Szott, Krzysztof Rusek
2023 J jnl
FTMRate: Collision-Immune Distance-based Data Rate Selection for IEEE 802.11 Networks.
CoRR
Wojciech Ciezobka, Maksymilian Wojnar, Katarzyna Kosek-Szott, Szymon Szott, Krzysztof Rusek
2023 J jnl
Generalized Score Distribution: A Two-Parameter Discrete Distribution Accurately Describing Responses From Quality of Experience Subjective Experiments.
IEEE Trans. Multim.
Jakub Nawala, Lucjan Janowski, Bogdan Cmiel, Krzysztof Rusek, Pablo Pérez
2023 J jnl
Graph Neural Networks for Communication Networks: Context, Use Cases and Opportunities.
IEEE Netw.
José Suárez-Varela, Paul Almasan, Miquel Ferriol-Galmés, Krzysztof Rusek, Fabien Geyer, Xiangle Cheng, Xiang Shi, Shihan Xiao, Franco Scarselli, Albert Cabellos-Aparicio, Pere Barlet-Ros
2023 J jnl
Leveraging Spatial and Temporal Correlations for Network Traffic Compression.
CoRR
Paul Almasan, Krzysztof Rusek, Shihan Xiao, Xiang Shi, Xiangle Cheng, Albert Cabellos-Aparicio, Pere Barlet-Ros
2023 J jnl
RiskNet: Neural Risk Assessment in Networks of Unreliable Resources.
J. Netw. Syst. Manag.
Krzysztof Rusek, Piotr Borylo, Piotr Jaglarz, Fabien Geyer, Albert Cabellos, Piotr Cholda
2023 J jnl
RouteNet-Fermi: Network Modeling With Graph Neural Networks.
IEEE/ACM Trans. Netw.
Miquel Ferriol-Galmés, Jordi Paillisse, José Suárez-Varela, Krzysztof Rusek, Shihan Xiao, Xiang Shi, Xiangle Cheng, Pere Barlet-Ros, Albert Cabellos-Aparicio
2022 J jnl
Deep reinforcement learning meets graph neural networks: Exploring a routing optimization use case.
Comput. Commun.
Paul Almasan, José Suárez-Varela, Krzysztof Rusek, Pere Barlet-Ros, Albert Cabellos-Aparicio
2022 B conf
Fast Traffic Engineering by Gradient Descent with Learned Differentiable Routing.
CNSM
Krzysztof Rusek, Paul Almasan, José Suárez-Varela, Piotr Cholda, Pere Barlet-Ros, Albert Cabellos-Aparicio
2022 J jnl
Fast Traffic Engineering by Gradient Descent with Learned Differentiable Routing.
CoRR
Krzysztof Rusek, Paul Almasan, José Suárez-Varela, Piotr Cholda, Pere Barlet-Ros, Albert Cabellos-Aparicio
2022 J jnl
Fine-grained network traffic prediction from coarse data.
CoRR
Krzysztof Rusek, Mathias Drton
2022 J jnl
Generalised Score Distribution: A Two-Parameter Discrete Distribution Accurately Describing Responses from Quality of Experience Subjective Experiments.
CoRR
Jakub Nawala, Lucjan Janowski, Bogdan Cmiel, Krzysztof Rusek, Pablo Pérez
2022 J jnl
Generalised Score Distribution: Underdispersed Continuation of the Beta-Binomial Distribution.
CoRR
Bogdan Cmiel, Jakub Nawala, Lucjan Janowski, Krzysztof Rusek
2022 J jnl
Reproducibility Companion Paper: Describing Subjective Experiment Consistency by $p$-Value P-P Plot.
CoRR
Jakub Nawala, Lucjan Janowski, Bogdan Cmiel, Krzysztof Rusek, Marc A. Kastner, Jan Zahálka
2022 J jnl
RiskNet: Neural Risk Assessment in Networks of Unreliable Resources.
CoRR
Krzysztof Rusek, Piotr Borylo, Piotr Jaglarz, Fabien Geyer, Albert Cabellos, Piotr Cholda
2022 A* conf
RouteNet-Erlang: A Graph Neural Network for Network Performance Evaluation.
INFOCOM
Miquel Ferriol-Galmés, Krzysztof Rusek, José Suárez-Varela, Shihan Xiao, Xiang Shi, Xiangle Cheng, Bo Wu, Pere Barlet-Ros, Albert Cabellos-Aparicio
2022 J jnl
RouteNet-Erlang: A Graph Neural Network for Network Performance Evaluation.
CoRR
Miquel Ferriol-Galmés, Krzysztof Rusek, José Suárez-Varela, Shihan Xiao, Xiangle Cheng, Pere Barlet-Ros, Albert Cabellos-Aparicio
2022 J jnl
RouteNet-Fermi: Network Modeling with Graph Neural Networks.
CoRR
Miquel Ferriol-Galmés, Jordi Paillisse, José Suárez-Varela, Krzysztof Rusek, Shihan Xiao, Xiang Shi, Xiangle Cheng, Pere Barlet-Ros, Albert Cabellos-Aparicio
2021 J jnl
Graph Neural Networks for Communication Networks: Context, Use Cases and Opportunities.
CoRR
José Suárez-Varela, Paul Almasan, Miquel Ferriol-Galmés, Krzysztof Rusek, Fabien Geyer, Xiangle Cheng, Xiang Shi, Shihan Xiao, Franco Scarselli, Albert Cabellos-Aparicio, Pere Barlet-Ros
2021 A* conf
Reproducibility Companion Paper: Describing Subjective Experiment Consistency by p-Value P-P Plot.
ACM Multimedia
Jakub Nawala, Lucjan Janowski, Bogdan Cmiel, Krzysztof Rusek, Marc A. Kastner, Jan Zahálka
2021 J jnl
Scaling Graph-based Deep Learning models to larger networks.
CoRR
Miquel Ferriol-Galmés, José Suárez-Varela, Krzysztof Rusek, Pere Barlet-Ros, Albert Cabellos-Aparicio
2021 J jnl
The Graph Neural Networking Challenge: A Worldwide Competition for Education in AI/ML for Networks.
CoRR
José Suárez-Varela, Miquel Ferriol-Galmés, Albert López, Paul Almasan, Guillermo Bernárdez, David Pujol-Perich, Krzysztof Rusek, Loïck Bonniot, Christoph Neumann, François Schnitzler, François Taïani, Martin Happ, Christian Maier, Jia Lei Du, Matthias Herlich, Peter Dorfinger, Nick Vincent Hainke, Stefan Venz, Johannes Wegener, Henrike Wissing, Bo Wu, Shihan Xiao, Pere Barlet-Ros, Albert Cabellos-Aparicio
2021 J jnl
The graph neural networking challenge: a worldwide competition for education in AI/ML for networks.
Comput. Commun. Rev.
José Suárez-Varela, Miquel Ferriol-Galmés, Albert López, Paul Almasan, Guillermo Bernárdez, David Pujol-Perich, Krzysztof Rusek, Loïck Bonniot, Christoph Neumann, François Schnitzler, François Taïani, Martin Happ, Christian Maier, Jia Lei Du, Matthias Herlich, Peter Dorfinger, Nick Vincent Hainke, Stefan Venz, Johannes Wegener, Henrike Wissing, Bo Wu, Shihan Xiao, Pere Barlet-Ros, Albert Cabellos-Aparicio
2020 — conf
Dangerous Tool Detection for CCTV Systems.
MCSS
Pawel Donath, Michal Grega, Piotr Guzik, Jakub Król, Andrzej Matiolanski, Krzysztof Rusek
2020 A* conf
Describing Subjective Experiment Consistency by p-Value P-P Plot.
ACM Multimedia
Jakub Nawala, Lucjan Janowski, Bogdan Cmiel, Krzysztof Rusek
2020 J jnl
Describing Subjective Experiment Consistency by p-Value P-P Plot.
CoRR
Jakub Nawala, Lucjan Janowski, Bogdan Cmiel, Krzysztof Rusek
2020 J jnl
RouteNet: Leveraging Graph Neural Networks for Network Modeling and Optimization in SDN.
IEEE J. Sel. Areas Commun.
Krzysztof Rusek, José Suárez-Varela, Paul Almasan, Pere Barlet-Ros, Albert Cabellos-Aparicio
2019 — conf
Challenging the generalization capabilities of Graph Neural Networks for network modeling.
SIGCOMM Posters and Demos
José Suárez-Varela, Sergi Carol-Bosch, Krzysztof Rusek, Paul Almasan, Marta Arias, Pere Barlet-Ros, Albert Cabellos-Aparicio
2019 J jnl
Deep Reinforcement Learning meets Graph Neural Networks: An optical network routing use case.
CoRR
Paul Almasan, José Suárez-Varela, Arnau Badia-Sampera, Krzysztof Rusek, Pere Barlet-Ros, Albert Cabellos-Aparicio
2019 J jnl
Generalized Score Distribution.
CoRR
Lucjan Janowski, Bogdan Cmiel, Krzysztof Rusek, Jakub Nawala, Zhi Li
2019 J jnl
Message-Passing Neural Networks Learn Little's Law.
CoRR
Krzysztof Rusek, Piotr Cholda
2019 J jnl
Message-Passing Neural Networks Learn Little's Law.
IEEE Commun. Lett.
Krzysztof Rusek, Piotr Cholda
2019 J jnl
Notation for Subject Answer Analysis.
CoRR
Lucjan Janowski, Jakub Nawala, Werner Robitza, Zhi Li, Lukás Krasula, Krzysztof Rusek
2019 J jnl
RouteNet: Leveraging Graph Neural Networks for network modeling and optimization in SDN.
CoRR
Krzysztof Rusek, José Suárez-Varela, Paul Almasan, Pere Barlet-Ros, Albert Cabellos-Aparicio
2019 — conf
Towards more realistic network models based on Graph Neural Networks.
CoNEXT Companion
Arnau Badia-Sampera, José Suárez-Varela, Paul Almasan, Krzysztof Rusek, Pere Barlet-Ros, Albert Cabellos-Aparicio
2019 — conf
Unveiling the potential of Graph Neural Networks for network modeling and optimization in SDN.
SOSR
Krzysztof Rusek, José Suárez-Varela, Albert Mestres, Pere Barlet-Ros, Albert Cabellos-Aparicio
2019 J jnl
Unveiling the potential of Graph Neural Networks for network modeling and optimization in SDN.
CoRR
Krzysztof Rusek, José Suárez-Varela, Albert Mestres, Pere Barlet-Ros, Albert Cabellos-Aparicio
2018 J jnl
Book Reviews.
IEEE Commun. Mag.
Krzysztof Rusek
2017 — conf
Application of Logistic Regression for Background Substitution.
MCSS
Michal Grega, Pawel Donath, Piotr Guzik, Jakub Król, Andrzej Matiolanski, Krzysztof Rusek, Andrzej Dziech
2016 J jnl
Effective Risk Assessment in Resilient Communication Networks.
J. Netw. Syst. Manag.
Krzysztof Rusek, Piotr Guzik, Piotr Cholda
2016 J jnl
Two-stage neural network regression of eye location in face images.
Multim. Tools Appl.
Krzysztof Rusek, Piotr Guzik
2016 J jnl
Upper Bound for Failure Risk in Networks.
Electron. Notes Discret. Math.
Piotr Cholda, Krzysztof Rusek, Piotr Guzik
2014 J jnl
Book reviews [2 books reviewed].
IEEE Commun. Mag.
Miralem Mehic, Krzysztof Rusek
2014 J jnl
Transient and stationary characteristics of a packet buffer modelled as an MAP/SM/1/b system.
Int. J. Appl. Math. Comput. Sci.
Krzysztof Rusek, Lucjan Janowski, Zdzislaw Papir
2013 J jnl
Efficient Modelling of Traffic and Quality of Scalable Video Coding (SVC) Encoded Streams.
IEEE Commun. Lett.
Piotr Wydrych, Krzysztof Rusek, Piotr Cholda
2013 — conf
Neural Network Regression of Eyes Location in Face Images.
MCSS
Krzysztof Rusek, Piotr Guzik
2012 B conf
A Modular Metadata Extraction System for Born-Digital Articles.
Document Analysis Systems
Dominika Tkaczyk, Lukasz Bolikowski, Artur Czeczko, Krzysztof Rusek
2012 — conf
GROTOAP: ground truth for open access publications.
JCDL
Dominika Tkaczyk, Artur Czeczko, Krzysztof Rusek, Lukasz Bolikowski, Roman Bogacewicz
2012 J jnl
Heavy Ion Laboratory of the University of Warsaw.
Scholarpedia
Krzysztof Rusek, Kirby Kemper
2012 — conf
MAP/SM/1/b model of a store and forward router interface.
SPECTS
Krzysztof Rusek, Zdzislaw Papir, Lucjan Janowski
2012 C conf
On stability of virtual topologies in dynamic multilayer networks.
HPSR
Jacek Rzasa, Artur Lason, Krzysztof Rusek, Andrzej Szymanski, Andrzej Jajszczyk
2011 J jnl
Correct router interface modeling (abstracts only).
SIGMETRICS Perform. Evaluation Rev.
Krzysztof Rusek, Lucjan Janowski, Zdzislaw Papir
2011 B conf
Correct router interface modeling.
ICPE
Krzysztof Rusek, Lucjan Janowski, Zdzislaw Papir
2011 — conf
LDA for Face Profile Detection.
MCSS
Krzysztof Rusek, Tomasz Orzechowski, Andrzej Dziech