Where academic rigor
meets industry practice.
The Nexus Laboratory (Information – Knowledge – Systems) is a joint laboratory of the VNU Institute of Information Technology and INT2. It connects scientific research, technology development, system integration and applied transfer in AI, data science and high-performance computing.
Text, multimodal, scientific and business data – integrated from many sources.
Valuable signal extracted from raw data – the material of analysis and forecasting.
Decision support, prediction and intelligent systems deployed in practice.
Data analysis, multi-source integration and information extraction – from text, multimodal, scientific and business data.
Knowledge mining, question answering, recommendation, intelligent search and decision-support systems.
Applied AI: large language models, intelligent agents, conversational and multimodal AI.
Design, integration, operation and optimisation of HPC/AI infrastructure – GPU clusters, storage, high-speed networks, software platforms.
Inference optimisation for large AI models – attention, KV cache, inference pipelines, GPU resource management.
AI and data-science solutions for education, science, industry, governance and digital transformation.
Academic rigor from the Institute; fifteen years of deployment experience from INT2. The lab exists to move results out of papers and into running systems – for universities, institutes, enterprises and public bodies.
VNU Institute of Information Technology