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Official website for the Graph Exploration and Mining at Scale (GEMS) Lab at the University of Michigan, led by Danai Koutra.
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2025-12-11 15:22:49
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GEMS Lab Toggle navigation GEMS Lab @ University of Michigan Home People News Research Data and code Lab photos Welcome! We are the Graph Exploration and Mining at Scale (GEMS) lab at the University of Michigan , founded and led by Danai Koutra . Our team researches important data mining and machine learning problems involving interconnected data: in other words, graphs or networks . From airline flights to traffic routing to neuronal interactions in the brain, graphs are ubiquitous in the real world. Their properties and complexities have long been studied in fields ranging from mathematics to the social sciences. However, many pressing problems involving graph data are still open. One well-known problem is scalability . With continual advances in data generation and storage capabilities, the size of graph datasets has dramatically increased, making scalable graph methods indispensable. Another is the changing nature of data. Real graphs are almost alway...
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