Welcome to the Multicom Research Group (Multicom Lab) at the University of Waterloo.
We believe that information theory—properly extended to handle semantics and nonlinearity — provides a powerful mathematical language for understanding, rigorously analyzing, and systematically improving modern AI systems.
Our lab investigates the deep connections between information theory, artificial intelligence, and multimedia communications. We are interested in how modern learning systems process and represent information, build predictive models, and uncover semantic structure in complex data — and in how these questions, in turn, open new frontiers for information theory itself.
Our research integrates fundamental theory, algorithm design, and practical system development to advance intelligent information technologies. Through this work, we aim to deepen the scientific foundations of modern AI and, simultaneously, to extend the reach of classical information theory into the era of learning and semantics.