Democratizing Production-Scale Distributed Deep Learning. - Minghuang Ma; Hadi Pouransari; Daniel Chao; Saurabh Adya; Santiago Akle Serrano; Yi Qin; Dan Gimnicher; Dominic Walsh (CoRR, 2018)

Stochastic Weight Averaging in Parallel: Large-Batch Training That Generalizes Well. - Vipul Gupta; Santiago Akle Serrano; Dennis DeCoste (ICLR, 2020)

SWAN-GPT: An Efficient and Scalable Approach for Long-Context Language Modeling. - Krishna C. Puvvada; Faisal Ladhak; Santiago Akle Serrano; Cheng-Ping Hsieh; Shantanu Acharya; Somshubra Majumdar; Fei Jia; Samuel Kriman; Simeng Sun; Dima Rekesh; Boris Ginsburg (CoRR, 2025)