Changho Hwang

Orcid: 0000-0003-0444-3602

According to our database1, Changho Hwang authored at least 11 papers between 2017 and 2024.

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Bibliography

2024
ForestColl: Efficient Collective Communications on Heterogeneous Network Fabrics.
CoRR, 2024

2023
Pre-gated MoE: An Algorithm-System Co-Design for Fast and Scalable Mixture-of-Expert Inference.
CoRR, 2023

ARK: GPU-driven Code Execution for Distributed Deep Learning.
Proceedings of the 20th USENIX Symposium on Networked Systems Design and Implementation, 2023

Tutel: Adaptive Mixture-of-Experts at Scale.
Proceedings of the Sixth Conference on Machine Learning and Systems, 2023

2022
Tutel: Adaptive Mixture-of-Experts at Scale.
CoRR, 2022

2021
Elastic Resource Sharing for Distributed Deep Learning.
Proceedings of the 18th USENIX Symposium on Networked Systems Design and Implementation, 2021

Accelerating GNN training with locality-aware partial execution.
Proceedings of the APSys '21: 12th ACM SIGOPS Asia-Pacific Workshop on Systems, 2021

2019
Online Adjustment of Two-stage Inference for Knowledge Caching.
Proceedings of the 7th International Conference on Robot Intelligence Technology and Applications, 2019

2018
Cell Attachment on Inside-Outside Surface and Cell Encapsulation in Wall of Microscopic Tubular Scaffolds for Vascular Tissue-Like Formation.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

2017
APUNet: Revitalizing GPU as Packet Processing Accelerator.
Proceedings of the 14th USENIX Symposium on Networked Systems Design and Implementation, 2017

Confident Multiple Choice Learning.
Proceedings of the 34th International Conference on Machine Learning, 2017


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