Interpreting County Level COVID-19 Infection and Feature Sensitivity using Deep Learning Time Series Models. - Md. Khairul Islam; Di Zhu; Yingzheng Liu; Andrej Erkelens; Nick Daniello; Judy Fox (CoRR, 2022)

Interpreting County-Level COVID-19 Infections using Transformer and Deep Learning Time Series Models. - Md. Khairul Islam; Yingzheng Liu; Andrej Erkelens; Nick Daniello; Aparna Marathe; Judy Fox (ICDH, 2023)

Knowing Your Nonlinearities: Shapley Interactions Reveal the Underlying Structure of Data. - Divyansh Singhvi; Andrej Erkelens; Raghav Jain; Diganta Misra; Naomi Saphra (CoRR, 2024)

Using Shapley interactions to understand how models use structure. - Divyansh Singhvi; Diganta Misra; Andrej Erkelens; Raghav Jain; Isabel Papadimitriou; Naomi Saphra (ACL (1), 2025)