Kai Zhao

Most-cited papers

A Survey on Error-Bounded Lossy Compression for Scientific Datasets
Sheng Di, Jinyang Liu, Kai Zhao, Xin Liang +22 more
2024ACM Computing Surveys96 citations Open access
Semantic Scholar
High-performance Effective Scientific Error-bounded Lossy Compression with Auto-tuned Multi-component Interpolation
Jinyang Liu, Sheng Di, Kai Zhao, Xin Liang +6 more
2023Proc. ACM Manag. Data50 citations Open access
Semantic Scholar
Preserving Topological Feature with Sign-of-Determinant Predicates in Lossy Compression: A Case Study of Vector Field Critical Points
Ming-Ze Xia, Sheng Di, Franck Cappello, Pu Jiao +5 more
2024IEEE International Conference on Data Engineering24 citations
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CUSZ-i: High-Ratio Scientific Lossy Compression on GPUs with Optimized Multi-Level Interpolation
Jinyang Liu, Jian-Nan Tian, Shixun Wu, Sheng Di +9 more
2023International Conference for High Performance Computing, Networking, Storage and Analysis22 citations Open access
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Scientific Error-bounded Lossy Compression with Super-resolution Neural Networks
Jinyang Liu, Sheng Di, Sian Jin, Kai Zhao +3 more
2023BigData Congress [Services Society]19 citations
Semantic Scholar
hZCCL: Accelerating Collective Communication with Co-Designed Homomorphic Compression
Jia-Jun Huang, Sheng Di, Xiao-Dong Yu, Yujia Zhai +9 more
2024International Conference for High Performance Computing, Networking, Storage and Analysis18 citations
Semantic Scholar
CliZ: Optimizing Lossy Compression for Climate Datasets with Adaptive Fine-tuned Data Prediction
Zizhe Jian, Sheng Di, Jinyang Liu, Kai Zhao +7 more
2024IEEE International Parallel and Distributed Processing Symposium16 citations
Semantic Scholar
Exploring Wavelet Transform Usages for Error-bounded Scientific Data Compression
Jia-Jun Huang, Jinyang Liu, Sheng Di, Yujia Zhai +6 more
2023BigData Congress [Services Society]13 citations
Semantic Scholar
FedCSpc: A Cross-Silo Federated Learning System With Error-Bounded Lossy Parameter Compression
Zhaorui Zhang, Sheng Di, Kai Zhao, Sian Jin +6 more
2025IEEE Transactions on Parallel and Distributed Systems12 citations
Semantic Scholar
QPET: A Versatile and Portable Quantity-of-Interest-preservation Framework for Error-Bounded Lossy Compression
Jinyang Liu, Pu Jiao, Kai Zhao, Xin Liang +2 more
2024Proceedings of the VLDB Endowment12 citations Open access
Semantic Scholar
IPComp: Interpolation Based Progressive Lossy Compression for Scientific Applications
Zhuoxun Yang, Sheng Di, Longtao Zhang, Ruoyu Li +5 more
2025IEEE International Symposium on High-Performance Parallel Distributed Computing11 citations Open access
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Boosting Scientific Error-Bounded Lossy Compression through Optimized Synergistic Lossy-Lossless Orchestration
Shixun Wu, Jinwen Pan, Jinyang Liu, Jian-Nan Tian +7 more
2025International Conference on Software Composition11 citations Open access
Semantic Scholar
C-Coll: Introducing Error-bounded Lossy Compression into MPI Collectives
Jia-Jun Huang, Sheng Di, Xiao-Dong Yu, Yujia Zhai +8 more
2023arXiv.org11 citations Open access
Semantic Scholar
SECRE: Surrogate-Based Error-Controlled Lossy Compression Ratio Estimation Framework
Arham Khan, Sheng Di, Kai Zhao, Jinyang Liu +3 more
2023International Conference on High Performance Computing10 citations
Semantic Scholar
ZCCL: Significantly Improving Collective Communication With Error-Bounded Lossy Compression
Jia-Jun Huang, Sheng Di, Xiao-Dong Yu, Yujia Zhai +11 more
2025arXiv.org9 citations
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POSTER: Optimizing Collective Communications with Error-bounded Lossy Compression for GPU Clusters
Jia-Jun Huang, Sheng Di, Xiao-Dong Yu, Yujia Zhai +9 more
2024ACM SIGPLAN Symposium on Principles & Practice of Parallel Programming6 citations Open access
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SZOps: Scalar Operations for Error-bounded Lossy Compressor for Scientific Data
Tripti Agarwal, Sheng Di, Jia-Jun Huang, Yafan Huang +6 more
2024SC24-W: Workshops of the International Conference for High Performance Computing, Networking, Storage and Analysis5 citations
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HoSZp: An Efficient Homomorphic Error-bounded Lossy Compressor for Scientific Data
Tripti Agarwal, Sheng Di, Jia-Jun Huang, Yafan Huang +6 more
2024arXiv.org5 citations
Semantic Scholar
FT-BLAS: A Fault Tolerant High Performance BLAS Implementation on x86 CPUs
Yujia Zhai, Elisabeth Giem, Kai Zhao, Jinyang Liu +4 more
2023IEEE Transactions on Parallel and Distributed Systems5 citations
Semantic Scholar
cuSZ-I: High-Fidelity Error-Bounded Lossy Compression for Scientific Data on GPUs
Jinyang Liu, Jian-Nan Tian, Shixun Wu, Sheng Di +7 more
2023arXiv.org4 citations
Semantic Scholar
Benchmarking Cutting-Edge Scientific Error-Bounded Lossy Compressors on Correlation-Based Rate-Distortion
Ziwei Qiu, Jinyang Liu, Kai Zhao, Robert Underwood +1 more
2025SC25-W: Workshops of the International Conference for High Performance Computing, Networking, Storage and Analysis3 citations
Semantic Scholar
OPAL: On-demand Progressive Accelerated Scientific Lossy Compression
Longtao Zhang, Ruoyu Li, Zhuoxun Yang, Robert Underwood +6 more
2026IEEE International Symposium on High-Performance Parallel Distributed Computing2 citations Open access
Semantic Scholar
An Error-Bounded Lossy Compression Method with Bit-Adaptive Quantization for Particle Data
Congrong Ren, Sheng Di, Longtao Zhang, Kai Zhao +1 more
2024arXiv.org2 citations
Semantic Scholar
GPZ: GPU-Accelerated Lossy Compressor for Particle Data
Ruoyu Li, Yafan Huang, Longtao Zhang, Zhuoxun Yang +10 more
2025International Conference on Supercomputing1 citations
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PSZ: Enhancing the SZ Scientific Lossy Compressor With Progressive Data Retrieval
Zhuoxun Yang, Sheng Di, Longtao Zhang, Ruoyu Li +5 more
2025arXiv.org1 citations
Semantic Scholar
TZ: Achieving High-Ratio Scientific Data Compression on GPUs with Global Data Decomposition
Zhuoxun Yang, Ruoyu Li, A. Subrahmanya, Vishwas Rao +6 more
2026IEEE International Symposium on High-Performance Parallel Distributed Computing0 citations Open access
Semantic Scholar
Enabling Homomorphic Analytical Operations on Compressed Scientific Data with Multi-Stage Decompression
Xuan Wu, Sheng Di, Tripti Agarwal, Kai Zhao +2 more
2026IEEE International Conference on Data Engineering0 citations Open access
Semantic Scholar
An Efficient and Accurate Compression Ratio Estimation Model for SZx
Arham Khan, Sheng Di, Kai Zhao, Jinyang Liu +3 more
20232023 IEEE International Conference on Cluster Computing Workshops (CLUSTER Workshops)0 citations
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