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Youhui Bai
Publication Activity (10 Years)
Years Active: 2017-2024
Publications (10 Years): 6
Top Topics
Deep Learning
Structured Prediction
Labelled Data
Inference Process
Top Venues
IEEE Trans. Parallel Distributed Syst.
CoRR
SOSP
HPCA
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Publications
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Shengnan Wang
,
Youhui Bai
,
Lin Zhang
,
Pingyi Zhou
,
Shixiong Zhao
,
Gong Zhang
,
Sen Wang
,
Renhai Chen
,
Hua Xu
,
Hongwei Sun
XL3M: A Training-free Framework for LLM Length Extension Based on Segment-wise Inference.
CoRR
(2024)
Quan Zhou
,
Haiquan Wang
,
Xiaoyan Yu
,
Cheng Li
,
Youhui Bai
,
Feng Yan
,
Yinlong Xu
MPress: Democratizing Billion-Scale Model Training on Multi-GPU Servers via Memory-Saving Inter-Operator Parallelism.
HPCA
(2023)
Peng Liang
,
Yu Tang
,
Xiaoda Zhang
,
Youhui Bai
,
Teng Su
,
Zhiquan Lai
,
Linbo Qiao
,
Dongsheng Li
A Survey on Auto-Parallelism of Large-Scale Deep Learning Training.
IEEE Trans. Parallel Distributed Syst.
34 (8) (2023)
Youhui Bai
,
Cheng Li
,
Quan Zhou
,
Jun Yi
,
Ping Gong
,
Feng Yan
,
Ruichuan Chen
,
Yinlong Xu
Gradient Compression Supercharged High-Performance Data Parallel DNN Training.
SOSP
(2021)
Youhui Bai
,
Cheng Li
,
Zhiqi Lin
,
Yufei Wu
,
Youshan Miao
,
Yunxin Liu
,
Yinlong Xu
Efficient Data Loader for Fast Sampling-Based GNN Training on Large Graphs.
IEEE Trans. Parallel Distributed Syst.
32 (10) (2021)
Zhipeng Li
,
Yinlong Xu
,
Yongkun Li
,
Chengjin Tian
,
Youhui Bai
PDS: An I/O-Efficient Scaling Scheme for Parity Declustered Data Layout.
ICPP
(2017)