XL
Xin Liang
cs.DCcs.GRcs.ITmath.ITcs.DBcs.CEcs.CVcs.LGcs.NAmath.NA
On Valency
published · living versionsW_ah835e2s·v1 · currentpublished
FT-CNN: Algorithm-Based Fault Tolerance for Convolutional Neural Networks
with Kai Zhao, Sheng Di, Sihuan Li, Yujia Zhai +4
1 version
Preprints & journals
56 papers in the corpus · 2017–2026FeatureZ: A General Framework for Feature-Preserving Compression via Pointwise Bounds and Star Classification2610.12371v1 · Nathaniel Gorski, Xin Liang, Hanqi Guo et al.2026 · 0 citationsarXiv
Improving Progressive Compression with Adaptive Interpolation and Coefficient Decomposition2609.04573v1 · Wenbo Li, Xuan Wu, Qian Gong et al.2026 · 0 citationsarXiv
BlockMGARD: Accelerating Adaptive Scientific Data Reduction with Region-of-Interest Error Control on GPUs2609.00205v1 · Yanliang Li, Qian Gong, Qing Liu et al.2026 · 0 citationsarXiv
FaCTz: Fast Critical-Point and Topology-Aware GPU Compression for Scientific Vector Fields2608.10586v1 · Mingze Xia, Yuxiao Li, Sheng Di et al.2026 · 0 citationsarXiv
FZ-VIS: A Visual Analytics Framework for Quantities-of-Interest-Aware Scientific Lossy Compression2608.08386v1 · Guoxi Liu, Yuxiao Li, Congrong Ren et al.2026 · 0 citationsarXiv
Preserving Discrete Morse-Smale Complexes in Error-Bounded Lossy Compression.42009348 · Li, Yuxiao, Xia, Mingze, Liang, Xin et al.2026 · 1 citationIEEE transactions on visualization and computer graphics. 2026;32(7):6593-6609
EXaCTz: Guaranteed Extremum Graph and Contour Tree Preservation for Distributed- and GPU-Parallel Lossy Compression2604.01397v2 · Yuxiao Li, Mingze Xia, Xin Liang et al.2026 · 0 citationsarXiv
Enabling Homomorphic Analytical Operations on Compressed Scientific Data with Multi-stage Decompression2603.25206v1 · Xuan Wu, Sheng Di, Tripti Agarwal et al.2026 · 0 citationsarXiv
Mitigating Artifacts in Pre-quantization Based Scientific Data Compressors with Quantization-aware Interpolation2602.20097v1 · Pu Jiao, Sheng Di, Jiannan Tian et al.2026 · 0 citationsarXiv
TopoSZp: Lightweight Topology-Aware Error-controlled Compression for Scientific Data2602.17552v1 · Tripti Agarwal, Sheng Di, Xin Liang et al.2026 · 0 citationsarXiv
pMSz: A Distributed Parallel Algorithm for Correcting Extrema and Morse Smale Segmentations in Lossy Compression2601.01787v1 · Yuxiao Li, Mingze Xia, Xin Liang et al.2026 · 0 citationsarXiv
TFZ: Topology-Preserving Compression of 2D Symmetric and Asymmetric Second-Order Tensor Fields.41348782 · Gorski, Nathaniel, Liang, Xin, Guo, Hanqi et al.2025 · 2 citationsIEEE transactions on visualization and computer graphics. 2025;PP
Time-varying Vector Field Compression with Preserved Critical Point Trajectories2510.25143v3 · Mingze Xia, Yuxiao Li, Pu Jiao et al.2025 · 0 citationsarXiv
Boosting Scientific Error-Bounded Lossy Compression through Optimized Synergistic Lossy-Lossless Orchestration2507.11165v2 · Shixun Wu, Jinwen Pan, Jinyang Liu et al.2025 · 7 citationsarXiv
A General Framework for Augmenting Lossy Compressors With Topological Guarantees.40333107 · Gorski, Nathaniel, Liang, Xin, Guo, Hanqi et al.2025 · 7 citationsIEEE transactions on visualization and computer graphics. 2025;31(6):3693-3705
HP-MDR: High-performance and Portable Data Refactoring and Progressive Retrieval with Advanced GPUs2505.00227v1 · Yanliang Li, Wenbo Li, Qian Gong et al.2025 · 3 citationsarXiv
Lossy Compression of Scientific Data: Applications Constrains and Requirements2503.20031v1 · Franck Cappello, Allison Baker, Ebru Bozda et al.2025 · 1 citationarXiv
HPDR: High-Performance Portable Scientific Data Reduction Framework2503.06322v1 · Jieyang Chen, Qian Gong, Yanliang Li et al.2025 · 4 citationsarXiv
A General Framework for Error-controlled Unstructured Scientific Data Compression2501.06910v1 · Qian Gong, Zhe Wang, Viktor Reshniak et al.2025 · 3 citationsarXiv
QPET: A Versatile and Portable Quantity-of-Interest-Preservation Framework for Error-Bounded Lossy Compression2412.02799v4 · Jinyang Liu, Pu Jiao, Kai Zhao et al.2024 · 4 citationsarXiv
MSz: An Efficient Parallel Algorithm for Correcting Morse-Smale Segmentations in Error-Bounded Lossy Compressors.39255146 · Li, Yuxiao, Liang, Xin, Wang, Bei et al.2025 · 10 citationsIEEE transactions on visualization and computer graphics. 2025;31(1):130-140
Error-controlled Progressive Retrieval of Scientific Data under Derivable Quantities of Interest2411.05333v1 · Xuan Wu, Qian Gong, Jieyang Chen et al.2024 · 7 citationsarXiv
LCP: Enhancing Scientific Data Management with Lossy Compression for Particles2411.00761v1 · Longtao Zhang, Ruoyu Li, Congrong Ren et al.2024 · 0 citationsarXiv
HoSZp: An Efficient Homomorphic Error-bounded Lossy Compressor for Scientific Data2408.11971v1 · Tripti Agarwal, Sheng Di, Jiajun Huang et al.2024 · 2 citationsarXiv
A Survey on Error-Bounded Lossy Compression for Scientific Datasets2404.02840v3 · Sheng Di, Jinyang Liu, Kai Zhao et al.2024 · 54 citationsarXiv
MGARD: A multigrid framework for high-performance, error-controlled data compression and refactoring2401.05994v1 · Qian Gong, Jieyang Chen, Ben Whitney et al.2024 · 35 citationsSoftwareX, 24(2023), 101590
Spatiotemporally adaptive compression for scientific dataset with feature preservation -- a case study on simulation data with extreme climate events analysis2401.03317v1 · Qian Gong, Chengzhu Zhang, Xin Liang et al.2024 · 8 citations2023 IEEE 19th International Conference on e-Science, Limassol, Cyprus, 2023, pp. 1-10
A Prediction-Traversal Approach for Compressing Scientific Data on Unstructured Meshes with Bounded Error2312.06080v2 · Congrong Ren, Xin Liang, Hanqi Guo2023 · 6 citationsarXiv
High-performance Effective Scientific Error-bounded Lossy Compression with Auto-tuned Multi-component Interpolation2311.12133v3 · Jinyang Liu, Sheng Di, Kai Zhao et al.2023 · 30 citationsarXiv
Toward Feature-Preserving Vector Field Compression.36251895 · Liang, Xin, Di, Sheng, Cappello, Franck et al.2023 · 23 citationsIEEE transactions on visualization and computer graphics. 2023;29(12):5434-5450
Dynamic Quality Metric Oriented Error-bounded Lossy Compression for Scientific Datasets2310.14133v1 · Jinyang Liu, Sheng Di, Kai Zhao et al.2023 · 34 citationsarXiv
SRN-SZ: Deep Leaning-Based Scientific Error-bounded Lossy Compression with Super-resolution Neural Networks2309.04037v3 · Jinyang Liu, Sheng Di, Sian Jin et al.2023 · 0 citationsarXiv
FZ-GPU: A Fast and High-Ratio Lossy Compressor for Scientific Computing Applications on GPUs2304.12557v2 · Boyuan Zhang, Jiannan Tian, Sheng Di et al.2023 · 27 citationsarXiv
TopoSZ: Preserving Topology in Error-Bounded Lossy Compression2304.11768v2 · Lin Yan, Xin Liang, Hanqi Guo et al.2023 · 19 citationsarXiv
Improving Energy Saving of One-sided Matrix Decompositions on CPU-GPU Heterogeneous Systems2301.03166v2 · Jieyang Chen, Xin Liang, Kai Zhao et al.2023 · 4 citationsarXiv
Nonlinear Kalman Filter Using Cramer Rao Bound2204.03485v2 · Xin Liang, Yi Jiang2022 · 0 citationsarXiv
Locality-aware Qubit Routing for the Grid Architecture2203.11333v1 · Avah Banerjee, Xin Liang, Rod Tohid2022 · 7 citationsarXiv
SZx: an Ultra-fast Error-bounded Lossy Compressor for Scientific Datasets2201.13020v1 · Xiaodong Yu, Sheng Di, Kai Zhao et al.2022 · 7 citationsarXiv
SZ3: A Modular Framework for Composing Prediction-Based Error-Bounded Lossy Compressors2111.02925v2 · Xin Liang, Kai Zhao, Sheng Di et al.2021 · 168 citationsarXiv
Improving I/O Performance for Exascale Applications through Online Data Layout Reorganization2107.07108v1 · Lipeng Wan, Axel Huebl, Junmin Gu et al.2021 · 28 citationsIEEE Transactions on Parallel and Distributed Systems, 2021
FTK: A Simplicial Spacetime Meshing Framework for Robust and Scalable Feature Tracking.33856997 · Guo, Hanqi, Lenz, David, Xu, Jiayi et al.2021 · 15 citationsIEEE transactions on visualization and computer graphics. 2021;27(8):3463-3480
Optimizing Error-Bounded Lossy Compression for Scientific Data on GPUs2105.12912v3 · Jiannan Tian, Sheng Di, Xiaodong Yu et al.2021 · 29 citationsarXiv
Scalable Multigrid-based Hierarchical Scientific Data Refactoring on GPUs2105.12764v1 · Jieyang Chen, Lipeng Wan, Xin Liang et al.2021 · 0 citationsarXiv
Exploring Autoencoder-based Error-bounded Compression for Scientific Data2105.11730v7 · Jinyang Liu, Sheng Di, Kai Zhao et al.2021 · 55 citationsarXiv
SDRBench: Scientific Data Reduction Benchmark for Lossy Compressors2101.03201v1 · Kai Zhao, Sheng Di, Xin Liang et al.2021 · 108 citations2020 IEEE International Conference on Big Data (Big Data)
Revisiting Huffman Coding: Toward Extreme Performance on Modern GPU Architectures2010.10039v2 · Jiannan Tian, Cody Rivera, Sheng Di et al.2020 · 37 citationsarXiv
MGARD+: Optimizing Multilevel Methods for Error-bounded Scientific Data Reduction2010.05872v2 · Xin Liang, Ben Whitney, Jieyang Chen et al.2020 · 72 citationsarXiv
SDC Resilient Error-bounded Lossy Compressor2010.03144v1 · Sihuan Li, Sheng Di, Kai Zhao et al.2020 · 3 citationsarXiv
cuSZ: An Efficient GPU-Based Error-Bounded Lossy Compression Framework for Scientific Data2007.09625v6 · Jiannan Tian, Sheng Di, Kai Zhao et al.2020 · 103 citationsarXiv
Accelerating Multigrid-based Hierarchical Scientific Data Refactoring on GPUs2007.04457v2 · Jieyang Chen, Lipeng Wan, Xin Liang et al.2020 · 24 citationsarXiv
Career total: 135 works. 56 are in this corpus.Showing the 50 most recent.
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