Hyeonseong Choi

According to our database, Hyeonseong Choi authored at least 7 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

FLASH: Fast All-to-All Communication in GPU Clusters.

Yiran Lei, Dongjoo Lee, Liangyu Zhao, Daniar Kurniawan, Chanmyeong Kim, Heetaek Jeong, Changsu Kim, Hyeonseong Choi, Liangcheng Yu, Arvind Krishnamurthy, Justine Sherry, Eriko Nurvitadhi

CoRR, May, 2025

2024

EDDIS: Accelerating Distributed Data-Parallel DNN Training for Heterogeneous GPU Cluster.

Shinyoung Ahn, Hooyoung Ahn, Hyeonseong Choi, Jaehyun Lee

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2024

Efficient Data-parallel Distributed DNN Training for Big Dataset under Heterogeneous GPU Cluster.

Shinyoung Ahn, Sookwang Lee, Hyeonseong Choi, Jaehyun Lee

Proceedings of the IEEE International Conference on Big Data, 2024

2021

Empirical Performance Evaluation of Communication Libraries for Multi-GPU based Distributed Deep Learning in a Container Environment.

Hyeonseong Choi, Youngrang Kim, Jaehwan Lee, Yoonhee Kim

KSII Trans. Internet Inf. Syst., 2021

Diagnostic Assessment Generation via Combinatorial Search.

Daehan Kim, Hyeonseong Choi, Guik Jung

CoRR, 2021

2020

Towards an optimized distributed deep learning framework for a heterogeneous multi-GPU cluster.

Youngrang Kim, Hyeonseong Choi, Jaehwan Lee, Jik-Soo Kim, Hyunseung Jei, Hongchan Roh

Clust. Comput., 2020

2019

Efficient Large-Scale Deep Learning Framework for Heterogeneous Multi-GPU Cluster.

Youngrang Kim, Hyeonseong Choi, Jaehwan Lee, Jik-Soo Kim, Hyunseung Jei, Hongchan Roh

Proceedings of the IEEE 4th International Workshops on Foundations and Applications of Self* Systems, 2019