Latest research projects, publications, and talks
Spectrum-Adapted Polynomial Approximation for Matrix Functions with Applications in Graph Signal Processing [journal]
Posted
Tiffany Fan, David I Shuman, Shashanka Ubaru, Yousef Saad (professor)
Algorithms
Distant-supervised algorithms with applications to text mining, product search, and scholarly networks [thesis]
Posted
Saurav Manchanda (Ph.D. 2020)
DistDGL: Distributed Graph Neural Network Training for Billion-Scale Graphs [preprint]
Posted
Da Zheng, Chao Ma, Minjie Wang, Jinjing Zhou, Qidong Su, Xiang Song, Quan Gan, Zheng Zhang, George Karypis (professor)
Graph InfoClust: Leveraging cluster-level node information for unsupervised graph representation learning [preprint]
Posted
Costas Mavromatis (Ph.D. student), George Karypis (professor)
FAIR Framework for Physics‐Inspired Artificial Intelligence in High Energy Physics [research project]
Posted
Ju Sun (assistant professor)
Department of Energy
Decentralized Autonomous Evaluation Engine for Intellectual Property Assets [patent]
Posted
Erich Lawson Spangenberg, Daniel Lawrence Bork, Pascal Asselot, George Karypis (professor)
Iterative methods for linear systems of equations: A brief historical journey [journal]
Posted
Yousef Saad (professor)
Contemporary Mathematics: 75 Years of Mathematics of Computation
Iterative methods for linear systems of equations: A brief historical journey [journal]
Posted
Yousef Saad (professor)
Contemporary Mathematics: 75 Years of Mathematics of Computation
COVID-19 knowledge graph: accelerating information retrieval and discovery for scientific literature [preprint]
Posted
Colby Wise, Vassilis N Ioannidis, Miguel Romero Calvo, Xiang Song, George Price, Ninad Kulkarni, Ryan Brand, Parminder Bhatia, George Karypis (professor)
PanRep: Universal node embeddings for heterogeneous graphs [preprint]
Posted
Vassilis N Ioannidis, Da Zheng, George Karypis (professor)