Publications

Spencer Hilligoss, Annie Qu, Tianchen Qian (2026). Tensor Factorization Methods for Time-Varying Mediation Analysis in Continuous Glucose Monitoring Data. Manuscript in preparation.
Spencer Hilligoss, Annie Qu (2026). Autoencoder-Based Causal Mediation Analysis for High-Dimensional Time Series: Application to Postprandial Glycemic Response in Type 1 Diabetes. Working Paper.