Shaoxu Song

University of Sydney — Australia

Decision Sciences · Social Sciences

26h-index2.1kcitations150works1.42yr avg
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Research Topics

Data Quality and Management(62), Advanced Database Systems and Queries(47), Data Management and Algorithms(31), Time Series Analysis and Forecasting(29), Data Mining Algorithms and Applications(18)

Publications150 total

Cleaning Time Series under Seasonal and Trend Constraints
Proceedings of the ACM on Management of Data·2025Open Access
From Suspicious Errors to Valid Data: On Repairing Spatio-Temporal Data via Spatial and Temporal Dependencies
Proceedings of the ACM on Management of Data·2025
Deep learning in multi-modal breast cancer data fusion: a literature review
Quantitative Imaging in Medicine and Surgery·2025· 1 citedOpen Access
Optimization and Application of Multi-Target Tracking Algorithm for Indoor Service Robots Based on Enhanced TransTrack
Applied and Computational Engineering·2025Open Access
Performance Evaluation of TimechoDB Using TPCx-IoT Benchmark
Lecture notes in computer science·2025
Time-series X-ray image prediction of dental skeleton treatment progress via neural networks
Computers in Biology and Medicine·2025Open Access
Towards Practical Benchmarking of Data Cleaning Techniques: On Generating Authentic Errors via Large Language Models
arXiv (Cornell University)·2025Open Access
The Best of Both Worlds: On Repairing Timestamps and Attribute Values for Multivariate Time Series
Proceedings of the ACM on Management of Data·2025
Exploring SIMD Vectorization in Aggregation Pipelines for Encoded IoT Data
2025
OneRoundSTL: In-Database Seasonal-Trend Decomposition
2025
Collaborative Imputation for Multivariate Time Series with Convergence Guarantee
2025· 1 cited
BOS: Bit-Packing with Outlier Separation
2025
Flexible strain sensor array for accurate recognition of handwriting features and trajectory
Journal of Physics D Applied Physics·2025· 2 cited
Apache IoTDB: A Time Series Database for Large Scale IoT Applications
ACM Transactions on Database Systems·2025· 4 citedOpen Access
Cancelable binary biometric template generation scheme based on partial walsh transformation and MinHash algorithm
Applied Soft Computing·2025· 4 cited
Randomized Sketches for Quantile in LSM-tree based Store
Proceedings of the ACM on Management of Data·2025· 1 citedOpen Access
In-Database Time Series Clustering
Proceedings of the ACM on Management of Data·2025· 1 citedOpen Access
Largest Triangle Sampling for Visualizing Time Series in Database
Proceedings of the ACM on Management of Data·2025
Migration-Free Elastic Storage of Time Series in Apache IoTDB
Proceedings of the VLDB Endowment·2025
Acceleration-Guided Diffusion Model for Multivariate Time Series Imputation
Lecture notes in computer science·2025
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Frequent Co-authors

Jianmin Wang(22), Lei Chen(16), Aoqian Zhang(8), Philip S. Yu(7), Xiaochen Zhu(7), Hong Cheng(5), Lei Zou(4), Yu Sun(4), Xiang Lian(4), Jeffrey Xu Yu(4), Xiangdong Huang(4), Chenguang Fang(4), Xuemin Lin(3), Chen Wang(3), Jiaguang Sun(3), Zhiwei Chen(3), Weiguo Zheng(2), Dongyan Zhao(2), Chunping Li(2), Jialin Qiao(2)