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Publications

2,245 publications by the department's staff.

Department of Artificial Intelligence

Wrocław University of Science and Technology

Wybrzeże Wyspiańskiego 27
50-370 Wrocław, Poland
Building D-21, entrance C, Floor 2

ai@pwr.edu.pl +48 71 320 2454

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Search publications

PeriodOrder

201 results

2027

In press

9 publications

LEON: location embeddings from OSM neighborhoods via hexagonal graph masked autoencoders
S Sołtysiak, RJ Małek, J Kuśnierz, M Chojecki, P Szymański, AD Kawala-Sterniuk
ICCCI 2026 274–287
DOI Link
Sociodemographic biases in educational counselling by large language models
T Adamczyk, WM Mieleszczenko-Kowszewicz, B Bajcar, G Chodak, AP Szczęsny, MM Markiewicz, P Kazienko, …
AIED 2026 478–487
DOI Link
HalluBrainScan: model-agnostic reference-free activation-based LLM hallucination detection
T Ferdinan, J Kocoń, P Kazienko
ICCCI 2026 213–228
DOI Link
How annotation trains annotators: competence development in social influence recognition
MM Markiewicz, B Bajcar, WM Mieleszczenko-Kowszewicz, AP Szczęsny, T Adamczyk, G Chodak, …, P Kazienko, …
AIED 2026 531–545
DOI PDF Link
Towards personalized language models: significant advancements at the cost of emerging risks
M Gniewkowski, PT Walkowiak, M Klonowski, T Walkowiak, P Syga
ECML-PKDD 2027
DOI Link
Persona-guided sentiment analysis of medical reviews with encoder and large language models
K Nowacka, B Koptyra, J Kocoń
ICCCI 2026 243–258
DOI Link
Image-based EEG representations for convolutional neural networks: a task-dependent analysis
AD Kawala-Sterniuk, I Rejer
AIME 2026 194–204
DOI Link
Learning representations from 3D Gaussian splats
J Farganus, K Żurawicki, WZ Jakubowska, H Kwaśnicka, A Gaweł
ICCCI 2026 (18), 119–133
DOI PDF Link

2026

81 publications

From supra to sub: a hierarchical margin-based approach for audio deepfake source tracing
DT Wolkiewicz, P Syga
IEEE 2026
Link
Exploring the commercial trajectories of LLMS: business models and advertising perspectives
G Chodak, P Kazienko, WM Mieleszczenko-Kowszewicz, E Cambria
IEEE 2026 · Cited by 1
DOI Link
Uncertainty-weighted spectral similarity for hyperspectral imaging spectroscopy
K Jabłońska, MP Jakubowicz, D Tanajewski
IEEE 2026
DOI Link
Unifying deep stochastic processes for image enhancement
WM Kozłowski, R Kuczbański, K Adamczewski, KM Szczypkowski, MM Zięba
Proceedings of the 43rd International Conference on Machine Learning, Seoul, South Korea, 6th-11th July 2026 1–27
DOI PDF Link
Attention sinks as internal signals for hallucination detection in large language models
J Binkowski, K Adamczewski, T Kajdanowicz
Proceedings of the 43rd International Conference on Machine Learning, Seoul, South Korea, 6th-11th July 2026 1–18
DOI PDF Link
SoFAIR dataset -a multidisciplinary dataset of research papers annotated with software mentions
EK Rudnicka, MŁ Oleksy, C Rosiński, D Pride, A Monteil, L Foppiano, …
Scientific Data 1-15 1–15
DOI PDF Link
Guidelines for the selection, calibration, and evaluation of post-hoc OOD detectors in high-dimensional representations generated by CNN and ViT models in image recognition
ST Datko, KA Szyc, T Walkowiak, H Maciejewski
Expert Systems with Applications 321, 1–18
DOI Link
FactSelfCheck: Fact-Level Black-Box Hallucination Detection for LLMs
AK Sawczyn, J Binkowski, DP Janiak, T Kajdanowicz, B Gabrys
EACL 2026
DOI Link
Rethinking the Evaluation of Alignment Methods: Insights into Diversity, Generalisation, and Safety
DP Janiak, JA Moska, D Motyka, PT Walkowiak, A Janz, K Seweryn, …
EACL 2026
DOI PDF Link
Initial study on cancer diagnosis using AI/NLP and expert system integration
M Pelc, T Kajdanowicz, AD Kawala-Sterniuk, S Stemplewski, W Bauer
ICCS 2026 362–369
DOI Link
Initial Study on Mental Disease Detection System Using Welch Transform and Machine Learning-Based Methods
M Pelc, K Adamczewski, KM Białas, R Chałupnik, D Krutul, DT Wolkiewicz, …
Applied Sciences 16(10), 1–16
DOI Link
MAGGNet: guided volumetric metal artefact synthesis for computed tomography scans
J Drzewiecki, I Hołowacz, B Lewandowski, F Fit, U Markowska-Kaczmar
ICCS 2026 346–353
DOI Link
Plausible visual counterfactual explanations in latent space with normalizing flows
ŁD Lenkiewicz, M Musiałek, O Furman, MM Zięba
ICCS 2026 325–332
DOI Link
Mind the gap: quantifying the domain gap in cross-sensor diffusion super-resolution
DA Kopeć, K Jabłońska, WM Kozłowski, MM Zięba
ICCS 2026 504–518
DOI Link
Metric learning approach to mineral mapping using multi-sensor satellite data
K Jabłońska, MM Zięba
ICCS 2026 19–32
DOI Link
What properties of reasoning supervision are associated with improved downstream model quality?
M Langner, D Pihulski, JK Eliasz, M Rajkowski, P Kazienko, M Piasecki, J Kocoń, T Ferdinan
ICCS 2026 276–292
DOI PDF Link
Exploring action selection methods in user-driven image generation
D Hardzetski, U Markowska-Kaczmar
ACIIDS 2026 184–199
DOI Link
Enhancing Speaker Verification with Whispered Speech via Post-Processing
M Gołębiowska, P Syga
ACIIDS 2026 47–60
DOI PDF LinkSpeech Recognition and SynthesisSpeech and Audio ProcessingFace recognition and analysis
Dependable Computer Systems: Methods, Models, and Applications : Proceedings of the Twenty First International Conference on Dependability of Computer Systems DepCoS-RELCOMEX, June 29 – July 2, 2026, Brunów, Poland
W Zamojski, J Mazurkiewicz, J Sugier, T Walkowiak, J Kacprzyk
Lecture Notes in Networks and Systems
DOI Link
Braves-Cog: An integrated multimodal framework for biomarker-guided cognitive neuromodulation
K Fila-Pawłowska, JK Budzisz, M Kasprowicz, MA Rusnak, A Kazimierska, AM Uryga, …, T Kajdanowicz, …
2026 207, 60–60
DOI Link
Efficient logic gate networks for video copy detection
K Fojcik
ACIIDS 2026 603–618
DOI Link
Artificial intelligence overload: a multilevel taxonomy and the path forward
P Kazienko, WM Mieleszczenko-Kowszewicz, J Kocoń, B Bajcar, J Sienkiewicz, JA Hołyst, …
IEEE 2026
DOI Link
Twinning complex networked systems: data-driven calibration of the mABCD synthetic graph generator
P Bródka, MJ Czuba, MK Stolarski, B Kamiński, Ł Kraiński, K Musiał, …
WAW 2026 1–17
DOI Link
Utilizing representation learning for ECG-based authentication
A Woźniak, J Szyndlarewicz, D Kunc, S Saganowski
ACIIDS 2026 475–489
DOI Link
Local lesion generation is effective for capsule endoscopy image data augmentation in a limited data setting
A Chłopowiec, A Chłopowiec, KJ Galus, W Cebula, M Tabakow
Applied Soft Computing 200, 1–24
DOI PDF Link
WSSSP-Net: Weakly supervised semantic segmentation plugin network for face anti-spoofing
KJ Galus, P Syga, P Kawa
2026 IEEE/CVF Winter Conference on Applications of Computer Vision, WACV 2026, Tucson, Arizona, USA, 6-10 March 2026 5247–5257
DOI Link
Dominance and complementarity in cross-modal representation learning for wearable time series
D Kunc, J Komoszyńska, P Kazienko, S Saganowski, K Avramidis, T Feng, …
Information Fusion 135, 1–15
DOI Link
Exploring the future of psychometrics from a Large Language Model perspective: A case study analysis
WM Mieleszczenko-Kowszewicz, J Bielaniewicz, J Kocoń, P Kazienko, K Kanclerz
Computers in Human Behavior Reports 22, 1–14
DOI Link
Breaking the illusion of reasoning in Polish LLMs: quality over quantity of thought
D Pihulski, M Langner, J Eliasz, P Kazienko, J Kocoń, T Ferdinan, …
EACL 2026 1796–1811
DOI Link
From detection to explanation: Modeling fine-grained emotional social influence techniques with LLMs and human preferences
MM Markiewicz, WM Mieleszczenko-Kowszewicz, B Bajcar, T Adamczyk, AP Szczęsny, J Babiak, P Kazienko
The 19th Conference of the European Chapter of the Association for Computational Linguistics 4, 715–734
DOI PDF Link
DualRAG architecture - Structured retrieval with layered knowledge models
AD Kawala-Sterniuk, M Pelc, M Podpora, M Baranowski
ICAART 2026 1, 228–235
DOI Link
From chatbot to validator
AD Kawala-Sterniuk, M Pelc, M Podpora, M Baranowski, P Rogala, P Kawa, …
ICAART 2026 1, 220–227
DOI Link

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