Publications

2026

• Gelenbe E.; Gül B.; Nakip M.; Federated Intrusion Detection for Smart Vehicles; In Press: IEEE International Conference on Intelligent Transportation Systems (ITSC); 2026
• Nakip M.; Gibała R.; Nowak S.; Optimizing Information Retrieval in RAG Systems via Proactive Hyperparameter Selection; In Press: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD); 2026
• Nakip M.; Gibała R.; Grygar A.; Nowak S.; Trend-based Multi-Modal Anomaly and Cyber Threat Detection with Traceable Explainability for Cloud Services; In Press: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD); 2026
• Gül B.; Nakip M.; Jazdi N.; Weyrich M.; QoS-Aware Federated Learning for Multimodal In-Cabin Interaction in Smart Vehicles; In Press: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD); 2026
• Filus K.; Faber K.; Corizzo R.; Kanan C.; Lost or Hidden? A Concept-Level Forgetting in Supervised Continual Learning; In Press: Neural Information Processing Systems (NeurIPS); 2026
• Filus K.; Nwadiuto O.; Stoeva Z.; Domańska J.; Tchuenbou-Magaia F.; Lightweight Time-Series Representation for Battery State of Health Estimation from Graphene Sensor Data; In Press: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases; 2026
• Filus K.; Pokuciński S.; Measuring Monosemanticity in Sparse Autoencoders via Latent Activation Coherence; In Press: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases; 2026
• Filus K.; Żarski M.; Inspecting Training Dynamics of Similarity Development in Supervised Vision Networks ; In Press: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases; 2026
• Czachórski T.; Grochla K.; Pecka P.; Strzoda A.; Fourneau J.; Mokdad L.; Nycz M.; Nycz T.; The Impact of CSMA on LoRaWAN Communication Efficiency: A Diffusion Approximation Model; In Press: Nineteen International Workshop on Selected Topics in Mobile and Wireless Computing WiMob; 2026
• Kelesoglu N.; Sobczak Ł.; Why the Robot Said No: Knowledge-Graph-Grounded Explanations for LLM-Based Robot Planning; In Press: International Semantic Web Conference (ISWC); 2026
• Sobczak Ł.; Kelesoglu N.; Domańska J.; Knowledge-Graph-Grounded Multimodal Explanations for Trustworthy Time-Series Forecasting in DevOps Systems; In Press: International Semantic Web Conference (ISWC); 2026
• Filus K.; Cruz-Duarte J.; Target Selection for Adversarial Evaluation of Vision Models Using Language Models; In Press: IEEE International Joint Conference on Neural Networks; 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
• Halama M.; Połys K.; Nowak S.; Domańska J.; External Semantic Memory as a Cognitive Layer for Large Language Models; In Press: PP-RAI 2026; 2026
• Halama M.; Połys K.; Domańska J.; AI-Assisted Zeolite Design through Retrieval-Augmented Scientific Language Models; In Press: SCIENCE TECHNOLOGY ENGINEERING MATHEMATICS; 2026

• Gelenbe E.; Abdelrahman O.; Signalling Storms and Taylor’s Law; In Press: 33rd International Symposium on the Modeling, Analysis, and Simulation of Computer and Telecommunication Systems, Paris, France
• Gelenbe E.; Ren Q.; Yan Z.; A Probabilistic Dynamic Network Trust Model for IoT Systems with Lost Messages and Cyberattacks; In Press: 33rd International Symposium on the Modeling, Analysis, and Simulation of Computer and Telecommunication Systems, Paris, France
• Kuaban G.; Czachórski T.; Atmaca T.; Czekalski P.; Power models for O-RAN O-DU planning and optimisation; In Press: IEEE Consumer Communications and Networking Conference (CCNC 2026)
• Nwobodo O.; Wereszczyński K.; KAUBAN G.; SKUROWSKI P.; CYRAN K.; An Adaptation of Fitts’ Law for Performance Evaluation and Optimization of Augmented Reality (AR) Interfaces; In Press: IEEE Access
• Kuaban G.; Nkemeni V.; Czachórski T.; Czekalski P.; Djomadji E.; Dimensioning the renewable energy system of a Green Cellular Base Station Site; In Press: EAI/Springer Innovations in Communication and Computing
• Jaja M.; Nkemeni V.; Kuaban G.; Acha A.; Nwobodo O.; Djomadji E.; Tsafack P.; Brosselard P.; A Comprehensive Crop Recommendation System Lever- aging Internet of Things and Machine Learning; In Press: EAI/Springer Innovations in Communication and Computing
• Khandelwal A.; Kurniawan H.; Aangiras S.; Salehi Ö.; Glos A.; Classification and transformations of quantum circuit decompositions for permutation operations; In Press: arXiv preprint arXiv:2312.11644

2026

• Liu J.; Wu J.; Luo H.; Sekuła P.; A knowledge distillation framework for multi-signal-to-noise ratio speech enhancement in construction environments; Developments in the Built Environment; 2026
• Bis J.; Gościńska-Bis K.; Mokrisz Ł.; Jodłowski M.; Sekuła P.; Cholewa M.; Wita K.; Strugała M.; Bachowski R.; Gocoł R.; Artificial Intelligence-Enhanced Remote Monitoring After Cardiac Surgery: A Prospective Single-Centre Feasibility Study with Retrospective Wound Image Classification; Journal of Clinical Medicine; 2026
• Romaszewski M.; Drejer K.; Kołodziej K.; Zawadzka A.; Lewiński S.; Głomb P.; Ruciński M.; Krupiński M.; Gryguc K.; Sekuła P.; Sala S.; Toward Seasonal Guidelines for Robust Deep-Learning Sentinel-2 Building Detection in Different Area Types; 2026