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Xipeng Shen

North Carolina State University

36H-index
328Paper Count
7.7KCitation Count
Published Papers 27
Publication Date
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Recurrent Neural Networks Meet Context-Free Grammar: Two Birds with One Stone
errACM Transactions on Knowledge Discovery from Data
IF4.8
err2026-02-01
err0
PREAI
errGuan, Hui; Chaudhary, Umang; Xu, Yuanchao; Ning, Lin; Zhang, Lijun; Shen, Xipeng
errShare
errSave
Accelerating GNNs on GPU Sparse Tensor Cores through N:M Sparsity-Oriented Graph Reordering
errPROCEEDINGS OF THE 2025 THE 30TH ACM SIGPLAN ANNUAL SYMPOSIUM ON PRINCIPLES AND PRACTICE OF PARALLEL PROGRAMMING, PPOPP 2025
IF0
err2025-01-01
err7
PREAI
errChen, Jou-An; Sung, Hsin-Hsuan; Zhang, Ruifeng; Li, Ang; Shen, Xipeng
errShare
errSave
Enabling Efficient Deep Learning on MCU With Transient Redundancy Elimination
errIEEE TRANSACTIONS ON COMPUTERS
IF3.8
err2024-12-01
err0
PREAI
errLiu, Jiesong; Zhang, Feng; Guan, Jiawei; Sung, Hsin-Hsuan; Guo, Xiaoguang; Long, Saiqin; Du, Xiaoyong; Shen, Xipeng
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errSave
Expanding the Edge: Enabling Efficient Winograd CNN Inference With Deep Reuse on Edge Device
errIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
err2023-10-01
err1
PREAI
errZhang, Feng; Wu, Ruofan; Guan, Jiawei; Zheng, Zhen; Guo, Xiaoguang; Zhang, Xiao; Du, Xiaoyong; Shen, Xipeng
errShare
errSave
Accelerating matrix-centric graph processing on GPUs through bit-level optimizations
errJOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING
IF4
err2023-07-01
err1
errOAAI
errChen, Jou-An; Sung, Hsin-Hsuan; Shen, Xipeng; Tallent, Nathan; Barker, Kevin; Li, Ang
errShare
errSave
Survey: Exploiting Data Redundancy for Optimization of Deep Learning
errACM COMPUTING SURVEYS
IF28
err2023-02-02
err6
errOAAI
errChen, Jou-An; Niu, Wei; Ren, Bin; Wang, Yanzhi; Shen, Xipeng
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errSave
Simpler Hyperparameter Optimization for Software Analytics: Why, How, When?
errIEEE TRANSACTIONS ON SOFTWARE ENGINEERING
IF5.6
err2022-08-01
err14
errOAAI
errAgrawal, Amritanshu; Yang, Xueqi; Agrawal, Rishabh; Yedida, Rahul; Shen, Xipeng; Menzies, Tim
errShare
errSave
Exploring Data Analytics Without Decompression on Embedded GPU Systems
errIEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS
IF6
err2022-07-01
err20
PREAI
errPan, Zaifeng; Zhang, Feng; Zhou, Yanliang; Zhai, Jidong; Shen, Xipeng; Mutlu, Onur; Du, Xiaoyong
errShare
errSave
Sequential Model Optimization for Software Effort Estimation
errIEEE TRANSACTIONS ON SOFTWARE ENGINEERING
IF5.6
err2022-06-01
err10
errOAAI
errXia, Tianpei; Shu, Rui; Shen, Xipeng; Menzies, Tim
errShare
errSave
General Reuse-Centric CNN Accelerator
errIEEE TRANSACTIONS ON COMPUTERS
IF3.8
err2022-04-01
err6
errOAAI
errCicek, Nihat Mert; Ning, Lin; Ozturk, Ozcan; Shen, Xipeng
errShare
errSave
POCLib: A High-Performance Framework for Enabling Near Orthogonal Processing on Compression
errIEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS
IF6
err2022-02-01
err74
PREAI
errZhang, Feng; Zhai, Jidong; Shen, Xipeng; Mutlu, Onur; Du, Xiaoyong
errShare
errSave
How to DODGE Complex Software Analytics
errIEEE TRANSACTIONS ON SOFTWARE ENGINEERING
IF5.6
err2021-10-01
err16
errOAAI
errAgrawal, Amritanshu; Fu, Wei; Chen, Di; Shen, Xipeng; Menzies, Tim
errShare
errSave
Reuse-centric k-means configuration
errenterprise information systems
IF3.4
err2021-09-01
err0
errOAAI
errZhang, Lijun; Guan, Hui; Ding, Yufei; Shen, Xipeng; Krim, Hamid
errShare
errSave
CoCoPIE: Enabling Real-Time AI on Off-the-Shelf Mobile Devices via Compression-Compilation Co-Design
errCOMMUNICATIONS OF THE ACM
IF12.2
err2021-05-24
err11
PREAI
errGuan, Hui; Liu, Shaoshan; Ma, Xiaolong; Niu, Wei; Ren, Bin; Shen, Xipeng; Wang, Yanzhi; Zhao, Pu
errShare
errSave
An Automatic Synthesizer of Advising Tools for High Performance Computing
errIEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS
IF6
err2021-02-01
err3
errOAAI
errGuan, Hui; Shen, Xipeng; Krim, Hamid
errShare
errSave
Enabling Runtime SpMV Format Selection through an Overhead Conscious Method
errIEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS
IF6
err2020-01-01
err13
PREAI
errZhou, Weijie; Zhao, Yue; Shen, Xipeng; Chen, Wang
errShare
errSave
LCD: A Fast Contrastive Divergence Based Algorithm for Restricted Boltzmann Machine
errNEURAL NETWORKS
IF6.3
err2018-12-01
err17
errOAAI
errNing, Lin; Pittman, Randall; Shen, Xipeng
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errSave
Editorial for the Special Issue on In-Memory Computing
errJOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING
IF4
err2018-10-01
err0
PREAI
errShen, Xipeng; Lovas, Robert; Liao, Xiaofei
errShare
errSave
Resolving the GPU responsiveness dilemma through program transformations
errFRONTIERS OF COMPUTER SCIENCE
IF4.6
err2018-02-07
err0
PREAI
errZhu, Qi; Wu, Bo; Shen, Xipeng; Shen, Kai; Shen, Li; Wang, Zhiying
errShare
errSave
Understanding co-run performance on CPU-GPU integrated processors: observations, insights, directions
errFRONTIERS OF COMPUTER SCIENCE
IF4.6
err2017-04-07
err4
PREAI
errZhu, Qi; Wu, Bo; Shen, Xipeng; Shen, Kai; Shen, Li; Wang, Zhiying
errShare
errSave

Research Directions

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Co-authors
Cooperation Journals
O
Onur Mutlu
H-index: 112 · Papers: 867
J
Jiebo Luo
H-index: 97 · Papers: 1.2K
Y
Yanzhi Wang
H-index: 60 · Papers: 722
T
Tim Menzies
H-index: 58 · Papers: 651
王琛 cover
王琛 (Wang Chen)
H-index: 46 · Papers: 1.5K
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