Changho Hwang

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 13

Top Topics

Confocal Images

Multiple Choice

Top Venues

Publications

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)
Liangyu Zhao, Saeed Maleki, Ziyue Yang, Hossein Pourreza, Aashaka Shah, Changho Hwang, Arvind Krishnamurthy
ForestColl: Efficient Collective Communications on Heterogeneous Network Fabrics. CoRR (2024)
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 (2023)
Changho Hwang, KyoungSoo Park, Ran Shu, Xinyuan Qu, Peng Cheng, Yongqiang Xiong
ARK: GPU-driven Code Execution for Distributed Deep Learning. NSDI (2023)
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)
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 (2022)
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)
Changho Hwang, Taehyun Kim, Sunghyun Kim, Jinwoo Shin, KyoungSoo Park
Elastic Resource Sharing for Distributed Deep Learning. NSDI (2021)
Geonha Park, Changho Hwang
Online Adjustment of Two-stage Inference for Knowledge Caching. RiTA (2019)
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)
Younghwan Go, Muhammad Asim Jamshed, YoungGyoun Moon, Changho Hwang, KyoungSoo Park
APUNet: Revitalizing GPU as Packet Processing Accelerator. NSDI (2017)
Kimin Lee, Changho Hwang, KyoungSoo Park, Jinwoo Shin
Confident Multiple Choice Learning. ICML (2017)
Kimin Lee, Changho Hwang, KyoungSoo Park, Jinwoo Shin
Confident Multiple Choice Learning. CoRR (2017)