Jieyang Chen

Most-cited papers

Evaluating Modern GPU Interconnect: PCIe, NVLink, NV-SLI, NVSwitch and GPUDirect
Ang Li, S. Song, Jieyang Chen, Jiajia Li +3 more
2019IEEE Transactions on Parallel and Distributed Systems338 citations Open access
Semantic Scholar
FTRANS: energy-efficient acceleration of transformers using FPGA
Bingbing Li, Santosh Pandey, Haowen Fang, Yanjun Lyv +6 more
2020International Symposium on Low Power Electronics and Design244 citations
Semantic Scholar
FT-CNN: Algorithm-Based Fault Tolerance for Convolutional Neural Networks
Kai Zhao, Sheng Di, Sihuan Li, Xin Liang +5 more
2020IEEE Transactions on Parallel and Distributed Systems127 citations Open access
Semantic Scholar
MGARD+: Optimizing Multilevel Methods for Error-Bounded Scientific Data Reduction
Xin Liang, Ben Whitney, Jieyang Chen, Lipeng Wan +7 more
2020IEEE transactions on computers81 citations Open access
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Tartan: Evaluating Modern GPU Interconnect via a Multi-GPU Benchmark Suite
Ang Li, S. Song, Jieyang Chen, Xu Liu +2 more
2018IEEE International Symposium on Workload Characterization60 citations
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MGARD: A multigrid framework for high-performance, error-controlled data compression and refactoring
Qian Gong, Jieyang Chen, Ben Whitney, Xin Liang +12 more
2023SoftwareX54 citations Open access
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TSM2: optimizing tall-and-skinny matrix-matrix multiplication on GPUs
Jieyang Chen, Nan Xiong, Xin Liang, Dingwen Tao +6 more
2019International Conference on Supercomputing44 citations Open access
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Towards Practical Algorithm Based Fault Tolerance in Dense Linear Algebra
Panruo Wu, Qiang Guan, N. Debardeleben, Sean Blanchard +4 more
2016IEEE International Symposium on High-Performance Parallel Distributed Computing44 citations Open access
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Accelerating Multigrid-based Hierarchical Scientific Data Refactoring on GPUs
Jieyang Chen, Lipeng Wan, Xin Liang, Ben Whitney +8 more
2020IEEE International Parallel and Distributed Processing Symposium42 citations Open access
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Correcting Soft Errors Online in Fast Fourier Transform
Xin Liang, Jieyang Chen, Dingwen Tao, Sihuan Li +6 more
2017International Conference for High Performance Computing, Networking, Storage and Analysis41 citations Open access
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TSM2X: High-performance tall-and-skinny matrix-matrix multiplication on GPUs
Cody Rivera, Jieyang Chen, Nan Xiong, Jing Zhang +2 more
2020J. Parallel Distributed Comput.37 citations Open access
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Revisiting Huffman Coding: Toward Extreme Performance on Modern GPU Architectures
Jian-Nan Tian, Cody Rivera, Sheng Di, Jieyang Chen +3 more
2020IEEE International Parallel and Distributed Processing Symposium37 citations Open access
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Error-Controlled, Progressive, and Adaptable Retrieval of Scientific Data with Multilevel Decomposition
Xin Liang, Qian Gong, Jieyang Chen, Ben Whitney +6 more
2021International Conference for High Performance Computing, Networking, Storage and Analysis32 citations Open access
Semantic Scholar
Online Algorithm-Based Fault Tolerance for Cholesky Decomposition on Heterogeneous Systems with GPUs
Jieyang Chen, Xin Liang, Zi-Zhong Chen
2016IEEE International Parallel and Distributed Processing Symposium32 citations
Semantic Scholar
Silent Data Corruption Resilient Two-sided Matrix Factorizations
Panruo Wu, N. Debardeleben, Qiang Guan, Sean Blanchard +5 more
2017ACM SIGPLAN Symposium on Principles & Practice of Parallel Programming28 citations
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Improving I/O Performance for Exascale Applications Through Online Data Layout Reorganization
Lipeng Wan, A. Huebl, Junmin Gu, F. Poeschel +11 more
2021IEEE Transactions on Parallel and Distributed Systems24 citations Open access
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GPU-ABFT: Optimizing Algorithm-Based Fault Tolerance for Heterogeneous Systems with GPUs
Jieyang Chen, Sihuan Li, Zi-Zhong Chen
2016IEEE International Conference on Networking, Architecture and Storages24 citations
Semantic Scholar
Accelerating k-Core Decomposition by a GPU
Akhlaque Ahmad, Lyuheng Yuan, Da Yan, Gui-Mu Guo +2 more
2023IEEE International Conference on Data Engineering23 citations
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ATTNChecker: Highly-Optimized Fault Tolerant Attention for Large Language Model Training
Yu-Hang Liang, Xin-Yi Li, Jie Ren, Ang Li +2 more
2024ACM SIGPLAN Symposium on Principles & Practice of Parallel Programming19 citations Open access
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Maintaining Trust in Reduction: Preserving the Accuracy of Quantities of Interest for Lossy Compression
Qian Gong, Xin Liang, Ben Whitney, J. Choi +12 more
2021IEEE International Conference on Systems, Man and Cybernetics19 citations Open access
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Fault Tolerant One-sided Matrix Decompositions on Heterogeneous Systems with GPUs
Jieyang Chen, Hongbo Li, Sihuan Li, Xin Liang +7 more
2018International Conference for High Performance Computing, Networking, Storage and Analysis19 citations
Semantic Scholar
Fast and Scalable Sparse Triangular Solver for Multi-GPU Based HPC Architectures
Chenhao Xie, Jieyang Chen, J. Firoz, Jiajia Li +4 more
2020International Conference on Parallel Processing16 citations Open access
Semantic Scholar
zMesh: Exploring Application Characteristics to Improve Lossy Compression Ratio for Adaptive Mesh Refinement
Huizhang Luo, Junqi Wang, Qing Liu, Jieyang Chen +2 more
2021IEEE International Parallel and Distributed Processing Symposium14 citations
Semantic Scholar
BeeFlow: A Workflow Management System for In Situ Processing across HPC and Cloud Systems
Jieyang Chen, Qiang Guan, Zhao Zhang, Xin Liang +7 more
2018IEEE International Conference on Distributed Computing Systems14 citations
Semantic Scholar
Taming I/O Variation on QoS-Less HPC Storage: What Can Applications Do?
Zhenbo Qiao, Qing Liu, N. Podhorszki, S. Klasky +1 more
2020International Conference for High Performance Computing, Networking, Storage and Analysis13 citations
Semantic Scholar
GreenLA: Green Linear Algebra Software for GPU-accelerated Heterogeneous Computing
Jieyang Chen, Li Tan, Panruo Wu, Dingwen Tao +6 more
2016International Conference for High Performance Computing, Networking, Storage and Analysis13 citations
Semantic Scholar
Spatiotemporally Adaptive Compression for Scientific Dataset with Feature Preservation – A Case Study on Simulation Data with Extreme Climate Events Analysis
Qian Gong, Chengzhu Zhang, Xin Liang, Viktor Reshniak +9 more
2023IEEE International Conference on e-Science12 citations Open access
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Region-adaptive, Error-controlled Scientific Data Compression using Multilevel Decomposition
Qian Gong, Ben Whitney, Chengzhu Zhang, Xin Liang +8 more
2022International Conference on Statistical and Scientific Database Management12 citations Open access
Semantic Scholar
FT-iSort: Efficient Fault Tolerance for Introsort
Sihuan Li, Hongbo Li, Xin Liang, Jieyang Chen +6 more
2019International Conference for High Performance Computing, Networking, Storage and Analysis12 citations Open access
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Error-controlled Progressive Retrieval of Scientific Data under Derivable Quantities of Interest
Xuan Wu, Qian Gong, Jieyang Chen, Qing Liu +3 more
2024International Conference for High Performance Computing, Networking, Storage and Analysis11 citations Open access
Semantic Scholar
FunMC2: A Filter for Uncertainty Visualization of Marching Cubes on Multi-Core Devices
Zhe Wang, Tushar M. Athawale, K. Moreland, Jieyang Chen +2 more
2023EGPGV@EuroVis11 citations
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Estimating Lossy Compressibility of Scientific Data Using Deep Neural Networks
Zhen-Lu Qin, Jinzhen Wang, Qing Liu, Jieyang Chen +3 more
2020IEEE Letters of the Computer Society11 citations Open access
Semantic Scholar
GreenMD: Energy-efficient Matrix Decomposition on Heterogeneous Multi-GPU Systems
H. Zamani, L. Bhuyan, Jieyang Chen, Zi-Zhong Chen
2023ACM Transactions on Parallel Computing10 citations Open access
Semantic Scholar
Extending the Publish/Subscribe Abstraction for High-Performance I/O and Data Management at Extreme Scale
Jeremy S. Logan, M. Ainsworth, Chuck Atkins, Jieyang Chen +22 more
2020IEEE Data Engineering Bulletin9 citations
Semantic Scholar
Feature-preserving Lossy Compression for In Situ Data Analysis
I. Yakushin, Kshitij Mehta, Jieyang Chen, M. Wolf +3 more
2020ICPP Workshops9 citations
Semantic Scholar
BeeSwarm: Enabling Parallel Scaling Performance Measurement in Continuous Integration for HPC Applications
Jake Tronge, Jieyang Chen, Patricia A. Grubel, Timothy Randles +4 more
2021International Conference on Automated Software Engineering8 citations
Semantic Scholar
ISM2: Optimizing Irregular-Shaped Matrix-Matrix Multiplication on GPUs
Cody Rivera, Jieyang Chen, Nan Xiong, S. Song +1 more
2020arXiv.org8 citations
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Docker-Enabled Build and Execution Environment (BEE): an Encapsulated Environment Enabling HPC Applications Running Everywhere
Jieyang Chen, Qiang Guan, Xin Liang, L. Vernon +4 more
2017arXiv.org8 citations
Semantic Scholar
The ECP ALPINE project: In situ and post hoc visualization infrastructure and analysis capabilities for exascale
James P. Ahrens, Marco Arienti, Utkarsh Ayachit, Janine Bennett +45 more
2024The international journal of high performance computing applications7 citations Open access
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I/O Performance Characterization and Prediction through Machine Learning on HPC Systems
Lipeng Wan, M. Wolf, Fei-Yi Wang, J. Choi +7 more
20207 citations
Semantic Scholar
Improving Energy Saving of One-Sided Matrix Decompositions on CPU-GPU Heterogeneous Systems
Jieyang Chen, Xin Liang, Kai Zhao, H. Sabzi +2 more
2023ACM SIGPLAN Symposium on Principles & Practice of Parallel Programming6 citations Open access
Semantic Scholar
Understanding the Impact of Data Staging for Coupled Scientific Workflows
Ana Gainaru, Lipeng Wan, Ruonan Wang, E. Suchyta +5 more
2022IEEE Transactions on Parallel and Distributed Systems6 citations Open access
Semantic Scholar
Understanding Performance-Quality Trade-offs in Scientific Visualization Workflows with Lossy Compression
Jieyang Chen, S. Klasky, D. Pugmire, M. Wolf +6 more
20192019 IEEE/ACM 5th International Workshop on Data Analysis and Reduction for Big Scientific Data (DRBSD-5)6 citations Open access
Semantic Scholar
HPDR: High-Performance Portable Scientific Data Reduction Framework
Jieyang Chen, Qian Gong, Yan-Liang Li, Xin Liang +4 more
2025IEEE International Parallel and Distributed Processing Symposium5 citations
Semantic Scholar
Optimising the processing and storage of visibilities using lossy compression
Richard Dodson, Alex Williamson, Qian Gong, P. Elahi +6 more
2024Publications Astronomical Society of Australia5 citations Open access
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Scalable Hybrid Learning Techniques for Scientific Data Compression
T. Banerjee, J. Choi, Jaemoon Lee, Qian Gong +4 more
2022IEEE Transactions on Parallel and Distributed Systems5 citations Open access
Semantic Scholar
Build and Execution Environment (BEE): an Encapsulated Environment Enabling HPC Applications Running Everywhere
Jieyang Chen, Qiang Guan, Xin Liang, Paul Bryant +6 more
20182018 IEEE International Conference on Big Data (Big Data)5 citations Open access
Semantic Scholar
HP-MDR: High-performance and Portable Data Refactoring and Progressive Retrieval with Advanced GPUs
Yan-Liang Li, Wen-Bo Li, Qian Gong, Qing Liu +4 more
2025International Conference on Software Composition4 citations Open access
Semantic Scholar
Stability-preserving Lossy Compression for Large-scale Partial Differential Equations
Qian Gong, M. Ainsworth, Jieyang Chen, Xin Liang +7 more
2025International Conference on Software Composition4 citations Open access
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A General Framework for Error-controlled Unstructured Scientific Data Compression
Qian Gong, Zhe Wang, Viktor Reshniak, Xin Liang +9 more
2024IEEE International Conference on e-Science4 citations Open access
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