Publications

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Conference Paper
Zhang, Y., S. Pal, M. J. Coates, and D. √ústebay, "Bayesian graph convolutional neural networks for semi-supervised classification", Proc. AAAI Int. Conf. Artificial Intelligence, Hawaii, USA, 02/2019.  Download: 1811.11103.pdf (282.23 KB)
Zhang, Y., F. Regol, S. Pal, S. Khan, L. Ma, and M. J. Coates, "Detection and Defense of Topological Adversarial Attacks on Graphs", Proc. Int. Conf. Artificial Intell. and Statist., Virtual Conference, Apr., 2021.  Download: zhang21i.pdf (828 KB); zhang21i-supp.pdf (812.3 KB)
Pal, S., S. Malekmohammadi, F. Regol, Y. Zhang, Y. Xu, and M. J. Coates, "Non-Parametric Graph Learning for Bayesian Graph Neural Networks", Proc. Uncertainity in Artificial Intell., Virtual Conference, Aug., 2020.  Download: 2006.13335.pdf (796.91 KB)
Pal, S., L. Ma, Y. Zhang, and M. J. Coates, "RNN with Particle Flow for Probabilistic Spatio-temporal Forecasting", Proc. Int. Conf. Machine Learning, Virtual Conference, Jul., 2021.  Download: 2106.06064.pdf (6.6 MB)