Enabling and Optimizing Non-linear Feature Interactions in Factorized Linear Algebra. - Side Li; Lingjiao Chen; Arun Kumar 001 (SIGMOD Conference, 2019)

Demonstration of SpeakQL: Speech-driven Multimodal Querying of Structured Data. - Vraj Shah; Side Li; Kevin Yang; Arun Kumar 001; Lawrence K. Saul (SIGMOD Conference, 2019)

SpeakQL: Towards Speech-driven Multimodal Querying of Structured Data. - Vraj Shah; Side Li; Arun Kumar 001; Lawrence K. Saul (SIGMOD Conference, 2020)

Cerebro: A Layered Data Platform for Scalable Deep Learning. - Arun Kumar 001; Supun Nakandala; Yuhao Zhang; Side Li; Advitya Gemawat; Kabir Nagrecha (CIDR, 2021)

Grouped Learning: Group-By Model Selection Workloads. - Side Li (SIGMOD Conference, 2021)

Towards an Optimized GROUP BY Abstraction for Large-Scale Machine Learning. - Side Li; Arun Kumar 001 (Proc. VLDB Endow., 2021)