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Publications

2025

M.Ito, J. Zhu, D. Chen, D. Koutra, J. Wiens. Learning Laplacian Positional Enocdings for Heterophilous Graphs. AISTATS, 2025

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M.Ito, D. Koutra, J. Wiens. Understanding Graph Neural Networks and Homophily in Dynamic Node Classification. AISTATS, 2025

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2022

M.Ito, I. Cunnyngham, X. Sun, and P. Sadowski. Spectropolarimetric Inversions with Group Equivariant Neural Networks. ICLR AI4Earth Workshop, 2022

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2021

M.Ito, Y. Glaser, and P. Sadowski. Evolution-Informed Neural Networks for Microbiome Data Analysis. IEEE Bioinformatics, 2021

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M. Ito, C. Karamperidou, P. Sadowski, S. Carmargo, C. Lee, and C. Patricola. Explainable Artificial Intelligence for Insights into the Relationship between ENSO and Tropical Cyclone Genesis. American Geophysical Union, 2021

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2020

M. Ito, J. Nyugen, K. Lactaoean, M. Yoshizawa. Autism-like behaviors are likely to be regulated by distinct genetic factors in the Mexican cavefish. The Allied Genetics Conference, 2020

Contact
Information

University of Michigan,

Computer Science and Engineering

2260 Hayward St,

Ann Arbor, MI 48109

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©2022 Michael Ito

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