PhD Łukasz Sobczak
Information
PhD
Łukasz
Sobczak
Email
Status
employee
Position
Adiunkt
Orcid ID
Research groupSecurity, Modelling and Performance Evaluation Group
Publications
Submitted
2026
- Varol A.; Kołodziej K.; Sobczak Ł.; Romaszewski M.; Głomb P.; Motlagh N.; Leino M.; Virkki J.; Enabling Cloud-Level Accuracy in Edge AI through IoT Data Preprocessing; Submitted: IEEE Internet of Things Journal; 2026
In Press
2026
- Sobczak Ł.; Kelesoglu N.; Why the Robot Said No: Knowledge-Graph-Grounded Explanations for LLM-Based Robot Planning; In Press: International Semantic Web Conference (ISWC); 2026
- Kelesoglu N.; Sobczak Ł.; Domańska J.; Knowledge-Graph-Grounded Multimodal Explanations for Trustworthy Time-Series Forecasting in DevOps Systems; In Press: International Semantic Web Conference (ISWC); 2026
- Kelesoglu N.; Sobczak Ł.; Domańska J.; From Plots to Words: Model-Aware Multimodal Explanations as a Foundation for Accessible, Non-Visual Interaction; In Press: ACM International Conference on Multimodal Interaction (ICMI); 2026
- Sobczak Ł.; Kelesoglu N.; Nowak S.; Risk-Aware Semantic Grounding for Trustworthy LLM-Based Robot Planning; In Press: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD); 2026
- Sobczak Ł.; Kelesoglu N.; Domańska J.; Reliability-Aware LLM Reasoning: Handling Uncertainty in Robot Perception; In Press: IEEE International Conference on Robot and Human Interactive Communication (IEEE RO-MAN 2026); 2026
- Kelesoglu N.; Domańska J.; Sobczak Ł.; Risk-Aware Response Refinement for Safer LLM-Powered Socially Assistive Robots in Elderly Care; In Press: IEEE International Conference on Robot and Human Interactive Communication (IEEE RO-MAN 2026); 2026
Published
2026
- Varol A.; Kołodziej K.; Sobczak Ł.; Romaszewski M.; Głomb P.; Motlagh N.; Leino M.; Virkki J.; Enabling Cloud-Level Accuracy in Edge AI through IoT Data Preprocessing; arXiv preprint arXiv ; 2026
- Kelesoglu N.; Sobczak Ł.; Domańska J.; CPU Utilization Forecasting in Large-Scale Cloud Clusters Using Gradient Boosting; 7th Polish Conference on Artificial Intelligence (PP-RAI'2026); 2026
2025
- Sobczak Ł.; Biernacki P.; Domańska J.; Visual Encoding Method for Semantic Mapping with Federated Learning Concept; MobiHoc '25: Proceedings of the Twenty-sixth International Symposium on Theory, Algorithmic Foundations, and Protocol Design for Mobile Networks and Mobile Computing (ACM Symposium on Mobile Ad Hoc Networking and Computing); 2025
2024
- Kelesoglu N.; Sobczak Ł.; ZigBeeNet: Decrypted ZigBee IoT Network Traffic Dataset in Smart Home Environment; Applied Sciences; 2024
2023
- Sobczak Ł.; Filus K.; Halama M.; Domańska J.; Visual examination of relations between known classes for deep neural network classifiers.; 2023 IEEE International Conference on Big Data; 2023
2022
- Szyguła J.; Biernacki P.; Marek D.; Domański A.; Sobczak Ł.; Flak J.; Caban D.; Pawlas P.; Analysis of web-based geo-visualization methods applied for Automated Guided Vehicle using Satellite Navigation Systems; 2022 IEEE International Conference on Big Data; 2022
- Filus K.; Sobczak Ł.; Domańska J.; Domański A.; Cupek R.; Real-time testing of vision-based systems for AGVs with ArUco markers; IEEE International Conference on Big Data; 2022
2021
Projects
Zaawansowane narzędzie utrzymania i diagnostyki aplikacji dla Start-upów IT
Project numberFENG.01.01-IP.01-A0GV/24-00Person responsibleProject duration-