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Xin Liang
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Error-controlled lossy compression optimized for high compression ratios of scientific datasets
X Liang, S Di, D Tao, S Li, S Li, H Guo, Z Chen, F Cappello
2018 IEEE International Conference on Big Data (Big Data), 438-447, 2018
2362018
Use cases of lossy compression for floating-point data in scientific data sets
F Cappello, S Di, S Li, X Liang, AM Gok, D Tao, CH Yoon, XC Wu, ...
The International Journal of High Performance Computing Applications …, 2019
1412019
FT-CNN: Algorithm-based fault tolerance for convolutional neural networks
K Zhao, S Di, S Li, X Liang, Y Zhai, J Chen, K Ouyang, F Cappello, ...
IEEE Transactions on Parallel and Distributed Systems 32 (7), 1677-1689, 2020
1072020
An efficient transformation scheme for lossy data compression with point-wise relative error bound
X Liang, S Di, D Tao, Z Chen, F Cappello
2018 IEEE International Conference on Cluster Computing (CLUSTER), 179-189, 2018
862018
Optimizing lossy compression rate-distortion from automatic online selection between SZ and ZFP
D Tao, S Di, X Liang, Z Chen, F Cappello
IEEE Transactions on Parallel and Distributed Systems 30 (8), 1857-1871, 2019
752019
Cusz: An efficient gpu-based error-bounded lossy compression framework for scientific data
J Tian, S Di, K Zhao, C Rivera, MH Fulp, R Underwood, S Jin, X Liang, ...
Proceedings of the ACM International Conference on Parallel Architectures …, 2020
722020
Sz3: A modular framework for composing prediction-based error-bounded lossy compressors
X Liang, K Zhao, S Di, S Li, R Underwood, AM Gok, J Tian, J Deng, ...
IEEE Transactions on Big Data 9 (2), 485-498, 2022
682022
DeepSZ: A Novel Framework to Compress Deep Neural Networks by Using Error-Bounded Lossy Compression
S Jin, S Di, X Liang, J Tian, D Tao, F Cappello
Proceedings of the 28th International Symposium on High-Performance Parallel …, 2019
682019
Significantly improving lossy compression for HPC datasets with second-order prediction and parameter optimization
K Zhao, S Di, X Liang, S Li, D Tao, Z Chen, F Cappello
Proceedings of the 29th International Symposium on High-Performance Parallel …, 2020
662020
SDRBench: Scientific data reduction benchmark for lossy compressors
K Zhao, S Di, X Lian, S Li, D Tao, J Bessac, Z Chen, F Cappello
2020 IEEE international conference on big data (Big Data), 2716-2724, 2020
642020
New-sum: A novel online abft scheme for general iterative methods
D Tao, SL Song, S Krishnamoorthy, P Wu, X Liang, EZ Zhang, ...
Proceedings of the 25th ACM International Symposium on High-Performance …, 2016
542016
Towards practical algorithm based fault tolerance in dense linear algebra
P Wu, Q Guan, N DeBardeleben, S Blanchard, D Tao, X Liang, J Chen, ...
Proceedings of the 25th ACM International Symposium on High-Performance …, 2016
512016
Improving performance of iterative methods by lossy checkponting
D Tao, S Di, X Liang, Z Chen, F Cappello
Proceedings of the 27th international symposium on high-performance parallel …, 2018
482018
Correcting soft errors online in fast fourier transform
X Liang, J Chen, D Tao, S Li, P Wu, H Li, K Ouyang, Y Liu, F Song, ...
Proceedings of the International Conference for High Performance Computing …, 2017
422017
Online algorithm-based fault tolerance for cholesky decomposition on heterogeneous systems with gpus
J Chen, X Liang, Z Chen
2016 IEEE International Parallel and Distributed Processing Symposium (IPDPS …, 2016
422016
Exploring autoencoder-based error-bounded compression for scientific data
J Liu, S Di, K Zhao, S Jin, D Tao, X Liang, Z Chen, F Cappello
2021 IEEE International Conference on Cluster Computing (CLUSTER), 294-306, 2021
362021
Mgard+: Optimizing multilevel methods for error-bounded scientific data reduction
X Liang, B Whitney, J Chen, L Wan, Q Liu, D Tao, J Kress, D Pugmire, ...
IEEE Transactions on Computers 71 (7), 1522-1536, 2021
362021
TSM2: optimizing tall-and-skinny matrix-matrix multiplication on GPUs
J Chen, N Xiong, X Liang, D Tao, S Li, K Ouyang, K Zhao, ...
Proceedings of the ACM International Conference on Supercomputing, 106-116, 2019
362019
Pastri: Error-bounded lossy compression for two-electron integrals in quantum chemistry
AM Gok, S Di, Y Alexeev, D Tao, V Mironov, X Liang, F Cappello
2018 IEEE international conference on cluster computing (CLUSTER), 1-11, 2018
362018
Significantly improving lossy compression quality based on an optimized hybrid prediction model
X Liang, S Di, S Li, D Tao, B Nicolae, Z Chen, F Cappello
Proceedings of the International Conference for High Performance Computing …, 2019
352019
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