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2020 – today
- 2024
[c9]Ranggi Hwang, Jianyu Wei, Shijie Cao, Changho Hwang, Xiaohu Tang, Ting Cao, Mao Yang:
Pre-gated MoE: An Algorithm-System Co-Design for Fast and Scalable Mixture-of-Expert Inference. ISCA 2024: 1018-1031- [i4]Liangyu Zhao, Saeed Maleki, Ziyue Yang, Hossein Pourreza, Aashaka Shah, Changho Hwang, Arvind Krishnamurthy:
ForestColl: Efficient Collective Communications on Heterogeneous Network Fabrics. CoRR abs/2402.06787 (2024) - 2023
- [c8]Changho Hwang, Wei Cui, Yifan Xiong, Ziyue Yang, Ze Liu, Han Hu, Zilong Wang, Rafael Salas, Jithin Jose, Prabhat Ram, HoYuen Chau, Peng Cheng, Fan Yang, Mao Yang, Yongqiang Xiong:
Tutel: Adaptive Mixture-of-Experts at Scale. MLSys 2023 - [c7]Changho Hwang, KyoungSoo Park, Ran Shu, Xinyuan Qu, Peng Cheng, Yongqiang Xiong:
ARK: GPU-driven Code Execution for Distributed Deep Learning. NSDI 2023: 87-101 - [i3]Ranggi Hwang, Jianyu Wei, Shijie Cao, Changho Hwang, Xiaohu Tang, Ting Cao, Mao Yang, Minsoo Rhu:
Pre-gated MoE: An Algorithm-System Co-Design for Fast and Scalable Mixture-of-Expert Inference. CoRR abs/2308.12066 (2023) - 2022
- [i2]Changho Hwang, Wei Cui, Yifan Xiong, Ziyue Yang, Ze Liu, Han Hu, Zilong Wang, Rafael Salas, Jithin Jose, Prabhat Ram, Joe Chau, Peng Cheng, Fan Yang, Mao Yang, Yongqiang Xiong:
Tutel: Adaptive Mixture-of-Experts at Scale. CoRR abs/2206.03382 (2022) - 2021
- [c6]Taehyun Kim, Changho Hwang, KyoungSoo Park, Zhiqi Lin, Peng Cheng, Youshan Miao, Lingxiao Ma, Yongqiang Xiong:
Accelerating GNN training with locality-aware partial execution. APSys 2021: 34-41 - [c5]Changho Hwang, Taehyun Kim, Sunghyun Kim, Jinwoo Shin, KyoungSoo Park:
Elastic Resource Sharing for Distributed Deep Learning. NSDI 2021: 721-739
2010 – 2019
- 2019
- [c4]Geonha Park, Changho Hwang:
Online Adjustment of Two-stage Inference for Knowledge Caching. RiTA 2019: 1-5 - 2018
- [c3]Van Thuy Duong
, Thi Thao Dang, Yeasol Lee, Chanh Trung Nguyen, Huu Lam Phan, Daehyeon Shin, YongKwan Lee, Hodong Park, HyoSeok Lee, Hyewon Son, Hojeong Jang, Seok Oh, Sung Hoon Back, Changho Hwang, Kyoin Koo:
Cell Attachment on Inside-Outside Surface and Cell Encapsulation in Wall of Microscopic Tubular Scaffolds for Vascular Tissue-Like Formation. EMBC 2018: 4198-4201 - 2017
- [c2]Kimin Lee, Changho Hwang, KyoungSoo Park, Jinwoo Shin:
Confident Multiple Choice Learning. ICML 2017: 2014-2023 - [c1]Younghwan Go, Muhammad Asim Jamshed, YoungGyoun Moon, Changho Hwang, KyoungSoo Park:
APUNet: Revitalizing GPU as Packet Processing Accelerator. NSDI 2017: 83-96 - [i1]Kimin Lee, Changho Hwang, KyoungSoo Park, Jinwoo Shin:
Confident Multiple Choice Learning. CoRR abs/1706.03475 (2017)
Coauthor Index
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