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Xipeng Shen

Xipeng Shen

North Carolina State University

H-index: 39

North America-United States

Contact Xipeng Shen

About Xipeng Shen

Xipeng Shen, With an exceptional h-index of 39 and a recent h-index of 27 (since 2020), a distinguished researcher at North Carolina State University, specializes in the field of Computer Science, Compiler, Computer Architecture, High Performance Computing, Machine Learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

ESG: Pipeline-Conscious Efficient Scheduling of DNN Workflows on Serverless Platforms with Shareable GPUs

WiseGraph: Optimizing GNN with Joint Workload Partition of Graph and Operations

SmartMem: Layout Transformation Elimination and Adaptation for Efficient DNN Execution on Mobile

Data Enclave: A Data-Centric Trusted Execution Environment

Space-efficient trec for enabling deep learning on microcontrollers

Reconciling Selective Logging and Hardware Persistent Memory Transaction

Survey: Exploiting data redundancy for optimization of deep learning

SpecPMT: Speculative Logging for Resolving Crash Consistency Overhead of Persistent Memory

Xipeng Shen Information

University

Position

Professor of Computer Science

Citations(all)

9131

Citations(since 2020)

3884

Cited By

6693

hIndex(all)

39

hIndex(since 2020)

27

i10Index(all)

113

i10Index(since 2020)

77

Email

University Profile Page

Google Scholar

Xipeng Shen Skills & Research Interests

Computer Science

Compiler

Computer Architecture

High Performance Computing

Machine Learning

Top articles of Xipeng Shen

ESG: Pipeline-Conscious Efficient Scheduling of DNN Workflows on Serverless Platforms with Shareable GPUs

arXiv preprint arXiv:2404.16812

2024/4/25

Yuanchao Xu
Yuanchao Xu

H-Index: 4

Zhishan Guo
Zhishan Guo

H-Index: 0

Xipeng Shen
Xipeng Shen

H-Index: 25

WiseGraph: Optimizing GNN with Joint Workload Partition of Graph and Operations

2024/4/22

Jidong Zhai
Jidong Zhai

H-Index: 14

Zhen Zheng
Zhen Zheng

H-Index: 10

Youngmin Yi
Youngmin Yi

H-Index: 11

Xipeng Shen
Xipeng Shen

H-Index: 25

SmartMem: Layout Transformation Elimination and Adaptation for Efficient DNN Execution on Mobile

arXiv preprint arXiv:2404.13528

2024/4/21

Wei Niu
Wei Niu

H-Index: 12

Xipeng Shen
Xipeng Shen

H-Index: 25

Miao Yin
Miao Yin

H-Index: 3

Bin Ren
Bin Ren

H-Index: 1

Data Enclave: A Data-Centric Trusted Execution Environment

2024/3/2

Yuanchao Xu
Yuanchao Xu

H-Index: 4

Chencheng Ye
Chencheng Ye

H-Index: 6

Yan Solihin
Yan Solihin

H-Index: 27

Xipeng Shen
Xipeng Shen

H-Index: 25

Space-efficient trec for enabling deep learning on microcontrollers

2023/3/25

Feng Zhang
Feng Zhang

H-Index: 23

Hsin-Hsuan Sung
Hsin-Hsuan Sung

H-Index: 0

Xipeng Shen
Xipeng Shen

H-Index: 25

Reconciling Selective Logging and Hardware Persistent Memory Transaction

2023/2/25

Chencheng Ye
Chencheng Ye

H-Index: 6

Yuanchao Xu
Yuanchao Xu

H-Index: 4

Xipeng Shen
Xipeng Shen

H-Index: 25

Xiaofei Liao
Xiaofei Liao

H-Index: 15

Hai Jin
Hai Jin

H-Index: 52

Yan Solihin
Yan Solihin

H-Index: 27

Survey: Exploiting data redundancy for optimization of deep learning

ACM Computing Surveys (CSUR)

2023/2/2

Jou-An Chen
Jou-An Chen

H-Index: 1

Wei Niu
Wei Niu

H-Index: 12

Bin Ren
Bin Ren

H-Index: 1

Yanzhi Wang
Yanzhi Wang

H-Index: 10

Xipeng Shen
Xipeng Shen

H-Index: 25

SpecPMT: Speculative Logging for Resolving Crash Consistency Overhead of Persistent Memory

2023/1/27

Chencheng Ye
Chencheng Ye

H-Index: 6

Yuanchao Xu
Yuanchao Xu

H-Index: 4

Xipeng Shen
Xipeng Shen

H-Index: 25

Xiaofei Liao
Xiaofei Liao

H-Index: 15

Hai Jin
Hai Jin

H-Index: 52

Yan Solihin
Yan Solihin

H-Index: 27

Decentralized {Application-Level} Adaptive Scheduling for {Multi-Instance}{DNNs} on Open Mobile Devices

2023

Hsin-Hsuan Sung
Hsin-Hsuan Sung

H-Index: 0

Jou-An Chen
Jou-An Chen

H-Index: 1

Wei Niu
Wei Niu

H-Index: 12

Bin Ren
Bin Ren

H-Index: 1

Xipeng Shen
Xipeng Shen

H-Index: 25

Efficient Large Language Models Fine-Tuning On Graphs

arXiv preprint arXiv:2312.04737

2023/12/7

Rui Xue
Rui Xue

H-Index: 10

Xipeng Shen
Xipeng Shen

H-Index: 25

Ruozhou Yu
Ruozhou Yu

H-Index: 14

Xiaorui Liu
Xiaorui Liu

H-Index: 8

Co-evolving data-driven and NLU-driven Synthesizers for Generating Code in Domain Growth and Data Scarcity

2023/12

Zhiyuan Peng
Zhiyuan Peng

H-Index: 2

Xipeng Shen
Xipeng Shen

H-Index: 25

Dongkuan Xu
Dongkuan Xu

H-Index: 6

Accelerating matrix-centric graph processing on GPUs through bit-level optimizations

Journal of Parallel and Distributed Computing

2023/7/1

Jou-An Chen
Jou-An Chen

H-Index: 1

Hsin-Hsuan Sung
Hsin-Hsuan Sung

H-Index: 0

Xipeng Shen
Xipeng Shen

H-Index: 25

Ang Li
Ang Li

H-Index: 8

BitGNN: Unlocking the Performance Potential of Binary Graph Neural Networks on GPUs

2023/6/23

Jou-An Chen
Jou-An Chen

H-Index: 1

Hsin-Hsuan Sung
Hsin-Hsuan Sung

H-Index: 0

Xipeng Shen
Xipeng Shen

H-Index: 25

Ang Li
Ang Li

H-Index: 8

BitGNN: Unleashing the Performance Potential of Binary Graph Neural Networks on GPUs

2023/6/21

Jou-An Chen
Jou-An Chen

H-Index: 1

Hsin-Hsuan Sung
Hsin-Hsuan Sung

H-Index: 0

Xipeng Shen
Xipeng Shen

H-Index: 25

Ang Li
Ang Li

H-Index: 8

Compressgraph: Efficient parallel graph analytics with rule-based compression

Proceedings of the ACM on Management of Data

2023/5/30

Zheng Chen
Zheng Chen

H-Index: 18

Feng Zhang
Feng Zhang

H-Index: 23

Jidong Zhai
Jidong Zhai

H-Index: 14

Xipeng Shen
Xipeng Shen

H-Index: 25

Huanchen Zhang
Huanchen Zhang

H-Index: 4

Expanding the Edge: Enabling Efficient Winograd CNN Inference With Deep Reuse on Edge Device

IEEE Transactions on Knowledge and Data Engineering

2023/4/21

Feng Zhang
Feng Zhang

H-Index: 23

Zhen Zheng
Zhen Zheng

H-Index: 10

Xiao Zhang
Xiao Zhang

H-Index: 4

Xipeng Shen
Xipeng Shen

H-Index: 25

Automated translation of functional big data queries to SQL

Proceedings of the ACM on Programming Languages

2023/4/6

Guoqiang Zhang
Guoqiang Zhang

H-Index: 27

Xipeng Shen
Xipeng Shen

H-Index: 25

Towards seamless management of ai models in high-performance computing

arXiv preprint arXiv:2212.06352

2022/12/13

Chunhua Liao
Chunhua Liao

H-Index: 8

Xipeng Shen
Xipeng Shen

H-Index: 25

Ali Jannesari
Ali Jannesari

H-Index: 11

Trec: Transient redundancy elimination-based convolution

Advances in Neural Information Processing Systems

2022/12/6

Feng Zhang
Feng Zhang

H-Index: 23

Hsin-Hsuan Sung
Hsin-Hsuan Sung

H-Index: 0

Xipeng Shen
Xipeng Shen

H-Index: 25

Interactive NLU-Powered Ontology-Based Workflow Synthesis for FAIR Support of HPC

2022/11/13

Xipeng Shen
Xipeng Shen

H-Index: 25

Chunhua Liao
Chunhua Liao

H-Index: 8

See List of Professors in Xipeng Shen University(North Carolina State University)