Design and instrumentation of an intelligent building testbed. - Matt Minakais; Sandipan Mishra; John T. Wen; Luc Lagace; Timothy Castiglia (CASE, 2015)

Distributed Submodular Maximization with Bounded Communication Cost. - Timothy Castiglia; Stacy Patterson (CDC, 2019)

Formalizing Event-Driven Behavior of Serverless Applications. - Matthew Obetz; Anirban Das; Timothy Castiglia; Stacy Patterson; Ana L. Milanova (ESOCC, 2020)

A Hierarchical Model for Fast Distributed Consensus in Dynamic Networks. - Timothy Castiglia; Colin Goldberg; Stacy Patterson (ICDCS, 2020)

Multi-Level Local SGD for Heterogeneous Hierarchical Networks. - Timothy Castiglia; Anirban Das; Stacy Patterson (CoRR, 2020)

Multi-Level Local SGD: Distributed SGD for Heterogeneous Hierarchical Networks. - Timothy Castiglia; Anirban Das; Stacy Patterson (ICLR, 2021)

Shifting Opinions in a Social Network Through Leader Selection. - Yuhao Yi; Timothy Castiglia; Stacy Patterson (IEEE Trans. Control. Netw. Syst., 2021)

Compressed-VFL: Communication-Efficient Learning with Vertically Partitioned Data. - Timothy J. Castiglia; Anirban Das; Shiqiang Wang 001; Stacy Patterson (ICML, 2022)

Cross-Silo Federated Learning for Multi-Tier Networks with Vertical and Horizontal Data Partitioning. - Anirban Das; Timothy Castiglia; Shiqiang Wang 001; Stacy Patterson (ACM Trans. Intell. Syst. Technol., 2022)

LESS-VFL: Communication-Efficient Feature Selection for Vertical Federated Learning. - Timothy Castiglia; Yi Zhou 015; Shiqiang Wang 001; Swanand Kadhe; Nathalie Baracaldo; Stacy Patterson (ICML, 2023)

Flexible Vertical Federated Learning With Heterogeneous Parties. - Timothy Castiglia; Shiqiang Wang 001; Stacy Patterson (IEEE Trans. Neural Networks Learn. Syst., 2024)

PBM-VFL: Vertical Federated Learning with Feature and Sample Privacy. - Linh Tran; Timothy Castiglia; Stacy Patterson; Ana L. Milanova (CoRR, 2025)