Where academic rigor
meets industry practice.
The Nexus Laboratory (Information – Knowledge – Systems) is a joint laboratory of Intelligent Integration Co., Ltd. (INT2) and the VNU Institute of Information Technology. 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