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ORCIDHongsun Jang
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2020 – today
- 2024
[c7]Jaeyong Song
, Hongsun Jang, Hunseong Lim, Jaewon Jung, Youngsok Kim, Jinho Lee:
GraNNDis: Fast Distributed Graph Neural Network Training Framework for Multi-Server Clusters. PACT 2024: 91-107- [c6]Jaewon Jung, Hongsun Jang, Jaeyong Song, Jinho Lee:
PeerAiD: Improving Adversarial Distillation from a Specialized Peer Tutor. CVPR 2024: 24482-24491 - [c5]Jinkyu Yim, Jaeyong Song, Yerim Choi, Jaebeen Lee, Jaewon Jung, Hongsun Jang, Jinho Lee:
Pipette: Automatic Fine-Grained Large Language Model Training Configurator for Real-World Clusters. DATE 2024: 1-6 - [c4]Hongsun Jang, Jaeyong Song, Jaewon Jung, Jaeyoung Park, Youngsok Kim, Jinho Lee:
Smart-Infinity: Fast Large Language Model Training using Near-Storage Processing on a Real System. HPCA 2024: 345-360 - [i6]Hongsun Jang, Jaeyong Song, Jaewon Jung, Jaeyoung Park, Youngsok Kim, Jinho Lee:
Smart-Infinity: Fast Large Language Model Training using Near-Storage Processing on a Real System. CoRR abs/2403.06664 (2024) - [i5]Jaewon Jung, Hongsun Jang, Jaeyong Song, Jinho Lee:
PeerAiD: Improving Adversarial Distillation from a Specialized Peer Tutor. CoRR abs/2403.06668 (2024) - [i4]Jinkyu Yim, Jaeyong Song, Yerim Choi, Jaebeen Lee, Jaewon Jung, Hongsun Jang, Jinho Lee:
Pipette: Automatic Fine-grained Large Language Model Training Configurator for Real-World Clusters. CoRR abs/2405.18093 (2024) - 2023
- [c3]Jaeyong Song, Jinkyu Yim, Jaewon Jung, Hongsun Jang, Hyung-Jin Kim, Youngsok Kim, Jinho Lee:
Optimus-CC: Efficient Large NLP Model Training with 3D Parallelism Aware Communication Compression. ASPLOS (2) 2023: 560-573 - [c2]Jaewon Jung, Jaeyong Song, Hongsun Jang, Hyeyoon Lee, Kanghyun Choi, Noseong Park, Jinho Lee:
Fast Adversarial Training with Dynamic Batch-level Attack Control. DAC 2023: 1-6 - [c1]Hongsun Jang, Jaewon Jung, Jaeyong Song, Joonsang Yu, Youngsok Kim, Jinho Lee:
Pipe-BD: Pipelined Parallel Blockwise Distillation. DATE 2023: 1-6 - [i3]Jaeyong Song, Jinkyu Yim, Jaewon Jung, Hongsun Jang, Hyung-Jin Kim, Youngsok Kim, Jinho Lee:
Optimus-CC: Efficient Large NLP Model Training with 3D Parallelism Aware Communication Compression. CoRR abs/2301.09830 (2023) - [i2]Hongsun Jang, Jaewon Jung, Jaeyong Song, Joonsang Yu, Youngsok Kim, Jinho Lee:
Pipe-BD: Pipelined Parallel Blockwise Distillation. CoRR abs/2301.12443 (2023) - [i1]Jaeyong Song, Hongsun Jang, Jaewon Jung, Youngsok Kim, Jinho Lee:
GraNNDis: Efficient Unified Distributed Training Framework for Deep GNNs on Large Clusters. CoRR abs/2311.06837 (2023)
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