@ARTICLE{11007768,
 author={Liu, Yuanjian and Di, Sheng and Huang, Jiajun and Zhang, Zhaorui and Chard, Kyle and Foster, Ian},
 journal={IEEE Transactions on Parallel and Distributed Systems}, 
 title={Ocelot: An Interactive, Efficient Distributed Compression-As-a-Service Platform With Optimized Data Compression Techniques}, 
 year={2025},
 volume={},
 number={},
 pages={1-15},
 keywords={Compressors;Genomics;Bioinformatics;Computational modeling;Data transfer;Sequential analysis;Data models;Compression algorithms;Tensors;Hands;Compression as a service (CaaS);data transfer;floating-point tensor compression;genome sequence compression},
 doi={10.1109/TPDS.2025.3568221}}

@article{THESIS,
    recid = {15070},
    author = {Liu, Yuanjian},
    title = {Hybrid Lossy Compression Methods Can Confidently Optimize  Wide Network Transfer of Complex Datasets},
    publisher = {University of Chicago},
    school = {Ph.D.},
    address = {2025-06},
    number = {THESIS},
    url = {http://knowledge.uchicago.edu/record/15070},
    doi = {https://doi.org/10.6082/uchicago.15070},
  }

@INPROCEEDINGS{10272494,
author={Liu, Yuanjian and Di, Sheng and Chard, Kyle and Foster, Ian and Cappello, Franck},
booktitle={2023 IEEE 43rd International Conference on Distributed Computing Systems (ICDCS)}, 
title={Optimizing Scientific Data Transfer on Globus with Error-Bounded Lossy Compression}, 
year={2023},
volume={},
number={},
pages={703-713},
keywords={Wide area networks;Quality assurance;Estimation;Distributed databases;Data visualization;Machine learning;Predictive models;Lossy Compression;Performance;Data Transfer;Globus;WAN},
doi={10.1109/ICDCS57875.2023.00064}}

@ARTICLE{9844293,
author={Liu, Yuanjian and Di, Sheng and Zhao, Kai and Jin, Sian and Wang, Cheng and Chard, Kyle and Tao, Dingwen and Foster, Ian and Cappello, Franck},
journal={IEEE Transactions on Parallel and Distributed Systems}, 
title={Optimizing Error-Bounded Lossy Compression for Scientific Data With Diverse Constraints}, 
year={2022},
volume={33},
number={12},
pages={4440-4457},
keywords={Data models;Compressors;Quantization (signal);Predictive models;Analytical models;Encoding;Dark matter;Big data;error-bounded lossy compression;data reduction;large-scale scientific simulation},
doi={10.1109/TPDS.2022.3194695}}

@INPROCEEDINGS{9680367,
author={Liu, Yuanjian and Di, Sheng and Zhao, Kai and Jin, Sian and Wang, Cheng and Chard, Kyle and Tao, Dingwen and Foster, Ian and Cappello, Franck},
booktitle={2021 IEEE 28th International Conference on High Performance Computing, Data, and Analytics (HiPC)}, 
title={Optimizing Multi-Range based Error-Bounded Lossy Compression for Scientific Datasets}, 
year={2021},
volume={},
number={},
pages={394-399},
keywords={Visualization;High performance computing;Conferences;Bandwidth;Big Data;Distortion;Compressors},
doi={10.1109/HiPC53243.2021.00036}}

@INPROCEEDINGS{9652577,
author={Liu, Yuanjian and Di, Sheng and Zhao, Kai and Jin, Sian and Wang, Cheng and Chard, Kyle and Tao, Dingwen and Foster, Ian and Cappello, Franck},
booktitle={2021 7th International Workshop on Data Analysis and Reduction for Big Scientific Data (DRBSD-7)}, 
title={Understanding Effectiveness of Multi-Error-Bounded Lossy Compression for Preserving Ranges of Interest in Scientific Analysis}, 
year={2021},
volume={},
number={},
pages={40-46},
keywords={Data analysis;Conferences;Data models;Compressors},
doi={10.1109/DRBSD754563.2021.00010}}