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publications
Multi-Tier Preservation of Discrete Morse Smale Complexes in Error-Bounded Lossy Compression
arXiv preprint arXiv:2409.17346, 2024
Li, Yuxiao; Xia, Mingze; Liang, Xin; Wang, Bei; Guo, Hanqi
Recommended citation: Li, Yuxiao; Xia, Mingze; Liang, Xin; Wang, Bei; Guo, Hanqi (2024). "Multi-Tier Preservation of Discrete Morse Smale Complexes in Error-Bounded Lossy Compression." arXiv preprint arXiv:2409.17346.
Preserving topological feature with sign-of-determinant predicates in lossy compression: A case study of vector field critical points
2024 IEEE 40th International Conference on Data Engineering (ICDE), 2024
Xia, Mingze; Di, Sheng; Cappello, Franck; Jiao, Pu; Zhao, Kai; Liu, Jinyang; Wu, Xuan; Liang, Xin; Guo, Hanqi
Recommended citation: Xia, Mingze; Di, Sheng; Cappello, Franck; Jiao, Pu; Zhao, Kai; Liu, Jinyang; Wu, Xuan; Liang, Xin; Guo, Hanqi (2024). "Preserving topological feature with sign-of-determinant predicates in lossy compression: A case study of vector field critical points." 2024 IEEE 40th International Conference on Data Engineering (ICDE). pp. 4979-4992. IEEE.
Enabling Efficient Error-Controlled Lossy Compression for Unstructured Scientific Data
2025 IEEE International Parallel and Distributed Processing Symposium (IPDPS), 2025
Wu, Xuan; Di, Sheng; Ren, Congrong; Jiao, Pu; Xia, Mingze; Wang, Cheng; Guo, Hanqi; Liang, Xin; Cappello, Franck
Recommended citation: Wu, Xuan; Di, Sheng; Ren, Congrong; Jiao, Pu; Xia, Mingze; Wang, Cheng; Guo, Hanqi; Liang, Xin; Cappello, Franck (2025). "Enabling Efficient Error-Controlled Lossy Compression for Unstructured Scientific Data." 2025 IEEE International Parallel and Distributed Processing Symposium (IPDPS). pp. 370-382. IEEE.
Improving the Efficiency of Interpolation-based Scientific Data Compressors with Adaptive Quantization Index Prediction
2025 IEEE International Parallel and Distributed Processing Symposium (IPDPS), 2025
Jiao, Pu; Di, Sheng; Xia, Mingze; Wu, Xuan; Liu, Jinyang; Liang, Xin; Cappello, Franck
Recommended citation: Jiao, Pu; Di, Sheng; Xia, Mingze; Wu, Xuan; Liu, Jinyang; Liang, Xin; Cappello, Franck (2025). "Improving the Efficiency of Interpolation-based Scientific Data Compressors with Adaptive Quantization Index Prediction." 2025 IEEE International Parallel and Distributed Processing Symposium (IPDPS). pp. 974-986. IEEE.
TspSZ: An Efficient Parallel Error-Bounded Lossy Compressor for Topological Skeleton Preservation
2025 IEEE 41st International Conference on Data Engineering (ICDE), 2025
Xia, Mingze; Wang, Bei; Li, Yuxiao; Jiao, Pu; Liang, Xin; Guo, Hanqi
Recommended citation: Xia, Mingze; Wang, Bei; Li, Yuxiao; Jiao, Pu; Liang, Xin; Guo, Hanqi (2025). "TspSZ: An Efficient Parallel Error-Bounded Lossy Compressor for Topological Skeleton Preservation." 2025 IEEE 41st International Conference on Data Engineering (ICDE). pp. 3682-3695. IEEE Computer Society.
Mitigating Artifacts in Pre-quantization Based Scientific Data Compressors with Quantization-aware Interpolation
2026 IEEE International Parallel and Distributed Processing Symposium (IPDPS), 2025
Jiao, Pu; Di, Sheng; Tian, Jiannan; Xia, Mingze; Wu, Xuan; Zhang, Yang; Liang, Xin; Cappello, Franck
Recommended citation: Jiao, Pu; Di, Sheng; Tian, Jiannan; Xia, Mingze; Wu, Xuan; Zhang, Yang; Liang, Xin; Cappello, Franck (2026). "Mitigating Artifacts in Pre-quantization Based Scientific Data Compressors with Quantization-aware Interpolation" 2026 IEEE International Parallel and Distributed Processing Symposium (IPDPS).
pMSz: A Distributed Parallel Algorithm for Correcting Morse-Smale Segmentations for Lossy Compression
2026 IEEE International Parallel and Distributed Processing Symposium (IPDPS), 2025
Li, Yuxiao; Xia, Mingze; Liang, Xin; Wang, Bei; Underwood, Robert; Di, Sheng; Sharma, Hemant; Beniwal, Dishant; Cappello, Franck; Guo, Hanqi
Recommended citation: Li, Yuxiao; Xia, Mingze; Liang, Xin; Wang, Bei; Underwood, Robert; Di, Sheng; Sharma, Hemant; Beniwal, Dishant; Cappello, Franck; Guo, Hanqi (2026). "pMSz: A Distributed Parallel Algorithm for Correcting Morse-Smale Segmentations for Lossy Compression" 2026 IEEE International Parallel and Distributed Processing Symposium (IPDPS).
Time-varying Vector Field Compression with Preserved Critical Point Trajectories
42nd IEEE International Conference on Data Engineering (ICDE), 2026
Xia, Mingze; Li, Yuxiao; Jiao, Pu; Wang, Bei; Liang, Xin; Guo, Hanqi
Recommended citation: Xia, Mingze; Li, Yuxiao; Jiao, Pu; Wang, Bei; Liang, Xin; Guo, Hanqi (2026). "Time-varying Vector Field Compression with Preserved Critical Point Trajectories." 2026 IEEE 42nd International Conference on Data Engineering (ICDE).
talks
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Conference Proceeding talk 3 on Relevant Topic in Your Field
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teaching
Teaching Assistant
Undergraduate course, University of Kentucky, Department of Computer Science, 2022
- Led laboratory sessions for CS101, facilitating hands-on learning and providing support to students.
- Graded assignments and provided detailed feedback to help students improve their understanding of course material.
- Assisted in the development of course materials and assignments to enhance the learning experience.
- Supported students during office hours and via email, addressing questions and clarifying complex topics.
Teaching Assistant
Undergraduate course, Oregon State University, School of Electrical Engineering and Computer Science, 2026
Teaching Assistant for CS374 (Operating Systems I).
Teaching Assistant
Undergraduate/Graduate course, Oregon State University, School of Electrical Engineering and Computer Science, 2026
Teaching Assistant for CS575/CS475 (Introduction to Parallel Programming).