Where academic depth
meets industry practice.
The Nexus Laboratory (Information – Knowledge – Systems) is a joint laboratory of Intelligent Integration Co., Ltd. (INT2) and the VNU Information Technology Institute (VNU-ITI). It connects scientific research, technology development, system integration and technology transfer in AI, data science and high-performance computing.
Text, multimodal, scientific and business data – integrated from many sources.
Valuable information extracted from raw data – the input to analysis and forecasting.
Knowledge is put to work in forecasting, decision support 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, AI 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 depth from our research partners; more than fifteen years of deployment experience across the engineers behind INT2. The lab turns research results into working systems for universities, research institutes, enterprises and public organisations.
VNU Information Technology Institute