Shallow Deep Learning: Embedding Verbatim K-Means in Deep Neural Networks. - Len Du (ICTAI, 2019)

How Much Deep Learning does Neural Style Transfer Really Need? An Ablation Study. - Len Du (WACV, 2020)

In-Machine-Learning Database: Reimagining Deep Learning with Old-School SQL. - Len Du (CoRR, 2020)

Deep Learning Through the Lens of Classical SQL. - Len Du (HICSS, 2021)

How Useful are Hand-crafted Data? Making Cases for Anomaly Detection Methods. - Len Du; Marcus Hutter (HICSS, 2021)

Universal Agent Mixtures and the Geometry of Intelligence. - Samuel Allen Alexander; David Quarel; Len Du; Marcus Hutter (AISTATS, 2023)