Deep Learning at Scale on NVIDIA V100 Accelerators. - Rengan Xu; Frank Han; Quy Ta (PMBS@SC, 2018)

Densifying Assumed-Sparse Tensors - Improving Memory Efficiency and MPI Collective Performance During Tensor Accumulation for Parallelized Training of Neural Machine Translation Models. - Derya Cavdar; Valeriu Codreanu; Can Karakus; John A. Lockman III; Damian Podareanu; Vikram A. Saletore; Alexander Sergeev; Don D. Smith II; Victor Suthichai; Quy Ta; Srinivas Varadharajan; Lucas A. Wilson; et al. (ISC, 2019)

Parallelized Training of Restricted Boltzmann Machines Using Markov-Chain Monte Carlo Methods. - Pei Yang; Srinivas Varadharajan; Lucas A. Wilson; Don D. Smith II; John A. Lockman III; Vineet Gundecha; Quy Ta (SN Comput. Sci., 2020)