no code implementations • 25 Jun 2021 • Donald Loveland, Shusen Liu, Bhavya Kailkhura, Anna Hiszpanski, Yong Han
Graph neural network (GNN) explanations have largely been facilitated through post-hoc introspection.
no code implementations • 5 Jan 2019 • Bhavya Kailkhura, Brian Gallagher, Sookyung Kim, Anna Hiszpanski, T. Yong-Jin Han
We also propose a transfer learning technique and show that the performance loss due to models' simplicity can be overcome by exploiting correlations among different material properties.