Representation Learning Group
Representation learning in graphs, knowledge graphs and weight-space models.
- graph neural networks
- self-supervised graph learning
- graph representation learning
LeadTomasz Kajdanowicz
Members7
CategoryResearch group
BERG
Analysis of blockchain/DLT networks, dynamics and security of distributed systems.
- blockchain analytics
- DLT networks
- P2P networks
LeadRadosław Michalski
Members1
CategoryResearch group
Emognition
Psychophysiology, emotions and biomedical signals in everyday life.
- psychophysiology
- emotion recognition
- biomedical signals
LeadPrzemysław Kazienko
Members6
CategoryResearch group
AAI
Agentic AI in practice - from research to real industrial applications.
- agentic AI
- AI agents
- agentic coding
LeadTomasz Kajdanowicz
Members9
CategoryResearch center
Geospatial & Mobility Research Group
Spatial representation learning and GenAI for maps and mobility.
- geospatial AI
- spatial representation learning
- mobility analytics
LeadPiotr Szymański
Members2
CategoryResearch group
AI a cele i dobro człowieka
AI models supporting relationships, creativity and cognitive skills.
- human-centered AI
- AI and wellbeing
- social influence
LeadPrzemysław Kazienko
Members2
CategoryResearch group
G4.19
Language technologies and NLP tools for research and practical applications.
- NLP
- Polish language processing
- language resources
LeadMaciej Piasecki
Members3
CategoryResearch group
genwro.AI
Leading generative models: diffusion, 3D, uncertainty and explainability.
- generative models
- diffusion models
- computer vision
LeadMaciej Zięba
Members15
CategoryResearch group
Network Science Lab
We model complex systems as networks to study their dynamics, resilience, and spreading processes.
- complex networks
- multilayer networks
- temporal networks
LeadPiotr Bródka
Members9
CategoryResearch group
Biomedical.ai
Medical knowledge and experience combined with state-of-the-art AI.
- biomedical data analysis
- EEG
- fNIRS
LeadUrszula Markowska-Kaczmar
Members6
CategoryResearch group
WrocSec.ai / AMANITA
AI security and AI for security - from deepfakes to digital pathology.
- AI security
- adversarial examples
- data poisoning
LeadMarek Klonowski
Members4
CategoryResearch group
HumaNLP
Polish LLMs for medicine and inclusive communication.
- Polish LLMs
- on-premise NLP
- medical document analysis
LeadPrzemysław Kazienko
Members2
CategoryResearch group
Centrum Infrastrukturalne
Clarin
Polish language models, research assistants and language infrastructure.
- Polish LLMs
- language technology
- CLARIN infrastructure
LeadMaciej Piasecki
Members5
CategoryCentrum Infrastrukturalne
