13136 / 13141 - Artificial Intelligence Center

Publications 2026

Papers in WoS Journals

RIGAKI, M., C. CATANIA, and S. GARCÍA. Building Adaptative and Transparent Cyber Agents with Local Language Models. Expert Systems with Applications. 2026, 299 1-20. ISSN 0957-4174. DOI 10.1016/j.eswa.2025.129987.

VINTR, T., et al. Estimating the Dominant Frequencies of Real-valued Cyclic Processes in Natural Environments for Long-term Operation of Autonomous Robots. Robotics and Autonomous Systems. 2026, 198 1-21. ISSN 0921-8890. DOI 10.1016/j.robot.2025.105299.

CHEON, H. Second-order average productivity, second-order payoffs, and the Solidarity value. Operations Research Letters. 2026, 67 1-6. ISSN 1872-7468. DOI 10.1016/j.orl.2026.107430.

Papers in Other Journals

MASTROPIETRO, D., et al. Parallel Variational Quantum Algorithms with Gradient-informed Restart to Speed up Optimization in the Presence of Barren Plateaus. IEEE Transactions on Quantum Engineering. 2026, 7 1-18. ISSN 2689-1808. DOI 10.1109/TQE.2026.3663507. Available from: https://www.computer.org/csdl/journal/qe/5555/01/11389907/2dZTGe7HyBG

ZHOU, Q., J. MAREČEK, and R. SHORTEN. Online Learning with Multiple Fairness Regularizers via Graph-Structured Feedback. Transactions on Machine Learning Research. 2026, 2026 ISSN 2835-8856. Available from: https://openreview.net/forum?id=y8iWuDZtEw

BOHUN, V., et al. Entanglement Scaling in Matrix Product State Representation of Smooth Functions and their Shallow Quantum Circuit Approximations. Physical Review Research. 2026, ISSN 2643-1564. DOI 10.1103/yyvr-dtsb.

WODECKI, A., et al. Geometric quantum control and the random Schrödinger equation. Physical Review Research. 2026, 8(1), ISSN 2643-1564. DOI 10.1103/y8nw-n1wb.

Conference Proceedings

BAYER, J. and J. FAIGL. Terrain Modeling in 3D Mapping for Autonomous Navigation in Multi-Layered Environments. In: Lecture Notes in Computer Science. 11th International Conference on Modelling and Simulation for Autonomous Systems, MESAS 2024, Chania, 2024-10-01/2024-10-03. Springer Science and Business Media Deutschland GmbH, 2026. p. 135-145. vol. 15761 LNCS. ISSN 0302-9743. ISBN 978-3-031-99731-0. DOI 10.1007/978-3-031-99732-7_9.

DZIWOKI, A. and R. HORČÍK. Perturbing Best Responses in Zero-Sum Games. In: Proceedings of the 40th AAAI Conference on Artificial Intelligence (AAAI-26). 40th AAAI Conference on Artificial Intelligence (AAAI-26), Singapore, 2026-01-20/2026-01-27. Menlo Park: AAAI Press, 2026. vol. 40. ISSN 2159-5399. ISBN 978-1-57735-906-7.

KUBÍKOVÁ, A., et al. Neural Network–Based Speedup of Vehicle-Group Assignment for Dial-a-Ride Problem. In: Proceedings of the 18th International Conference on Agents and Artificial Intelligence - Volume 5. 18th International Conference on Agents and Artificial Intelligence, Marbella, 2026-03-05/2026-03-07. Madeira: SciTePress, 2026. p. 4530-4537. ISSN 2184-433X. ISBN 978-989-758-796-2. DOI 10.5220/0014468400004052. Available from: https://www.scitepress.org/Link.aspx?doi=10.5220/0014468400004052

KURBANOV, T. and J. VOKŘÍNEK. Improving Scalability of the Multicriteria Vehicle Routing Problem. In: Proceedings of the 18th International Conference on Agents and Artificial Intelligence - (Volume 4). 18th International Conference on Agents and Artificial Intelligence, Marbella, 2026-03-05/2026-03-07. Madeira: SciTePress, 2026. p. 3676-3683. ISSN 2184-433X. ISBN 978-989-758-796-2. DOI 10.5220/0014462400004052. Available from: https://www.scitepress.org/PublicationsDetail.aspx?ID=b3246Fxm1/s=&t=1

HADŽIĆ, A., M. PAPEŽ, and T. PEVNÝ. Distillation of a tractable model from the VQ-VAE. In: ESANN 2026 - Proceedings. 34th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Bruges, 2026-04-22/2026-04-24. Louvain la Neuve: Ciaco - i6doc.com, 2026. p. 745-750. ISBN 978-2-87587-096-4.

PRÁGR, M., et al. On Autonomous Ground Vehicle Navigation in Leader-Follower Off-Road Environments. In: Lecture Notes in Computer Science. 11th International Conference on Modelling and Simulation for Autonomous Systems, MESAS 2024, Chania, 2024-10-01/2024-10-03. Springer Science and Business Media Deutschland GmbH, 2026. p. 146-161. vol. 15761 LNCS. ISSN 0302-9743. ISBN 978-3-031-99731-0. DOI 10.1007/978-3-031-99732-7_10.

ULLRICH, H. and J. DRCHAL. AIC CTU@AVerImaTeC: dual-retriever RAG for image-text fact checking. In: Proceedings of the Ninth Fact Extraction and VERification Workshop (FEVER). The Ninth FEVER Workshop, Rabat, 2026-03-28. Stroudsburg: Association for Computational Linguistics (ACL), 2026.

ZOREK, M., T. PEVNÝ, and V. ŠMÍDL. Differentiable Distance Between Hierarchically-Structured Data. In: 2025 IEEE International Conference on Data Mining. Washington, 2025-11-12/2025-11-15. IEEE eXplore, 2026. p. 1751-1760. ISSN 2374-8486. ISBN 979-8-3315-9599-9. DOI 10.1109/ICDM65498.2025.00188. Available from: https://ieeexplore.ieee.org/abstract/document/11391747

SHAFIEI, A. and J. MAREČEK. Time-Varying Multi-objective Optimization: Tradeoff Regret Bounds. In: Computer ScienceComputer Science (R0)Springer Nature Proceedings Computer Science. 19th Learning and Intelligent Optimization Conference, Praha, 2025-06-15/2025-06-19. Springer, Cham, 2026. p. 253-264. ISSN 0302-9743. ISBN 978-3-032-09155-0. DOI 10.1007/978-3-032-09156-7_17.