NOWLAB :: Publications

Conferences & Workshops (4)
1	Accelerating Large Language Model Training with Hybrid GPU-based Compression L. Xu, Q. Anthony, Q. Zhou, N. Alnaasan, R. Gulhane, A. Shafi, H. Subramoni, and DK Panda, IEEE/ACM International Symposium on Cluster, Cloud, and Internet Computing 2024, May 2024 [Bib - Plain]
2	Accelerating Distributed Deep Learning Training with Compression Assisted Allgather and Reduce-Scatter Communication Q. Zhou, Q. Anthony, L. Xu, A. Shafi, M. Abduljabbar, H. Subramoni, and DK Panda, 37th IEEE International Parallel & Distributed Processing Symposium (IPDPS '23), May 2023 [Bib - Plain]
3	ScaMP: Scalable Meta-Parallelism for Deep Learning Search Q. Anthony, L. Xu, A. Shafi, H. Subramoni, and DK Panda, THE 23RD IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing, May 2023 [Bib - Plain]
4	Scaling Single-Image Super-Resolution Training on Modern HPC Clusters: Early Experiences Q. Anthony, L. Xu, H. Subramoni, and DK Panda, Scalable Deep Learning over Parallel And Distributed Infrastructures, May 2021 [Bib - Plain]

B.S. Thesis (1)
1	L. Xu, Scalable Neural Network Architecture Search Applied to Super-Resolution Networks, May 2022