Research
Research domains
Artificial Intelligence
Foundations and applications of intelligent systems, from search and reasoning to learning.
Machine Learning
Learning from small, noisy and semi-supervised data, including continual learning.
Deep Learning
Neural architectures, loss design and data augmentation such as CNNs and GANs.
Natural Language Processing
Mongolian language models, translation, chat and speech interfaces.
Computer Vision
Face and emotion analysis, handwritten text recognition and OCR for Mongolian Cyrillic.
Multimodal AI
Joint modelling of speech, vision, text and signals — the core of the lab.
Agent Systems
Multi-agent systems and LLM-based agent platforms.
Data Science
Datasets, benchmarks, analytics and information retrieval.
Knowledge Graphs
Structured knowledge for Mongolian domains and retrieval-augmented systems.
Healthcare AI
AI for spectra-based virus detection (SERS) and biomedical signals.