Shaoxu Song

ORCID

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 68

Top Venues

ICDE

Proc. VLDB Endow.

SIGMOD Conference

Proc. ACM Manag. Data

Publications

Jingyu Zhu, Yu Sun, Shaoxu Song, Xiaojie Yuan
High Precision ≠ High Cost: Temporal Data Fusion for Multiple Low-Precision Sensors. Proc. ACM Manag. Data 2 (3) (2024)
Wendi He, Tianrui Xia, Shaoxu Song, Xiangdong Huang, Jianmin Wang
Multimodal Data Encoding and Compression in Apache IoTDB. Int. J. Softw. Informatics 14 (1) (2024)
Haoyu Wang, Aoqian Zhang, Shaoxu Song, Jianmin Wang
Streaming data cleaning based on speed change. VLDB J. 33 (1) (2024)
Tianrui Xia, Jinzhao Xiao, Yuxiang Huang, Changyu Hu, Shaoxu Song, Xiangdong Huang, Jian-min Wang
Time series data encoding in Apache IoTDB: comparative analysis and recommendation. VLDB J. 33 (3) (2024)
Shizhe Liu, Haipeng Dai, Shaoxu Song, Meng Li, Jingsong Dai, Rong Gu, Guihai Chen
ACER: Accelerating Complex Event Recognition via Two-Phase Filtering under Range Bitmap-Based Indexes. KDD (2024)
Rui Kang, Shaoxu Song
Optimizing Time Series Queries with Versions. Proc. ACM Manag. Data 2 (3) (2024)
Jinzhao Xiao, Wendi He, Shaoxu Song, Xiangdong Huang, Chen Wang, Jianmin Wang
REGER: Reordering Time Series Data for Regression Encoding. ICDE (2024)
Ziling Chen, Haoquan Guan, Shaoxu Song, Xiangdong Huang, Chen Wang, Jianmin Wang
Determining Exact Quantiles with Randomized Summaries. Proc. ACM Manag. Data 2 (1) (2024)
Tian Jiang, Xiangdong Huang, Shaoxu Song, Chen Wang, Jianmin Wang
On Tuning Raft for IoT Workload in Apache IoTDB. ICDE (2024)
Yu Sun, Shaoxu Song, Xiaojie Yuan
From Minimum Change to Maximum Density: On Determining Near-Optimal S-Repair. IEEE Trans. Knowl. Data Eng. 36 (2) (2024)
Lei Rui, Xiangdong Huang, Shaoxu Song, Yuyuan Kang, Chen Wang, Jianmin Wang
Time Series Representation for Visualization in Apache IoTDB. Proc. ACM Manag. Data 2 (1) (2024)
Lingzhe Zhang, Xiang-Dong Huang, Yan-Kai Wang, Jialin Qiao, Shaoxu Song, Jianmin Wang
Time-tired compaction: An elastic compaction scheme for LSM-tree based time-series database. Adv. Eng. Informatics 59 (2024)
Yunxiang Su, Wenxuan Ma, Shaoxu Song
Learning Autoregressive Model in LSM-Tree based Store. KDD (2023)
Xiaojian Zhang, Hongyin Zhang, Shaoxu Song, Xiangdong Huang, Chen Wang, Jianmin Wang
Backward-Sort for Time Series in Apache IoTDB. ICDE (2023)
Haoquan Guan, Ziling Chen, Shaoxu Song
CORE-Sketch: On Exact Computation of Median Absolute Deviation with Limited Space. Proc. VLDB Endow. 16 (11) (2023)
Yinan Mei, Shaoxu Song, Chenguang Fang, Ziheng Wei, Jingyun Fang, Jiang Long
Discovering Editing Rules by Deep Reinforcement Learning. ICDE (2023)
Ruihong Huang, Jianmin Wang, Shaoxu Song, Xuemin Lin, Xiaochen Zhu, Jian Pei
Efficiently Cleaning Structured Event Logs: A Graph Repair Approach. ACM Trans. Database Syst. 48 (1) (2023)
Chenguang Fang, Yinan Mei, Shaoxu Song
Matrix Factorization with Landmarks for Spatial Data. ICDE (2023)
Tian Jiang, Xiangdong Huang, Shaoxu Song, Chen Wang, Jianmin Wang, Ruibo Li, Jincheng Sun
Non-Blocking Raft for High Throughput IoT Data. ICDE (2023)
Yunxiang Su, Yikun Gong, Shaoxu Song
Time Series Data Validity. Proc. ACM Manag. Data 1 (1) (2023)
Yuanhui Qiu, Chenguang Fang, Shaoxu Song, Xiangdong Huang, Chen Wang, Jianmin Wang
TsQuality: Measuring Time Series Data Quality in Apache IoTDB. Proc. VLDB Endow. 16 (12) (2023)
Shaoxu Song, Fei Gao, Ruihong Huang, Chaokun Wang
Data Dependencies Extended for Variety and Veracity: A Family Tree (Extended abstract). ICDE (2023)
Chen Wang, Jialin Qiao, Xiangdong Huang, Shaoxu Song, Haonan Hou, Tian Jiang, Lei Rui, Jianmin Wang, Jiaguang Sun
Apache IoTDB: A Time Series Database for IoT Applications. Proc. ACM Manag. Data 1 (2) (2023)
Chenguang Fang, Shaoxu Song, Haoquan Guan, Xiangdong Huang, Chen Wang, Jianmin Wang
Grouping Time Series for Efficient Columnar Storage. Proc. ACM Manag. Data 1 (1) (2023)
Shaoxu Song, Fei Gao, Ruihong Huang, Chaokun Wang
Data Dependencies Extended for Variety and Veracity: A Family Tree. IEEE Trans. Knowl. Data Eng. 34 (10) (2022)
Rui Kang, Shaoxu Song, Chaokun Wang
Conditional Regression Rules. ICDE (2022)
Yuyuan Kang, Xiangdong Huang, Shaoxu Song, Lingzhe Zhang, Jialin Qiao, Chen Wang, Jianmin Wang, Julian Feinauer
Separation or Not: On Handing Out-of-Order Time-Series Data in Leveled LSM-Tree. ICDE (2022)
Chenguang Fang, Shaoxu Song, Yinan Mei
On Repairing Timestamps for Regular Interval Time Series. Proc. VLDB Endow. 15 (9) (2022)
Chenguang Fang, Shaoxu Song, Yinan Mei, Ye Yuan, Jianmin Wang
On Aligning Tuples for Regression. KDD (2022)
Yu Sun, Zheng Zheng, Shaoxu Song, Fei Chiang
Confidence Bounded Replica Currency Estimation. SIGMOD Conference (2022)
Jinzhao Xiao, Yuxiang Huang, Changyu Hu, Shaoxu Song, Xiangdong Huang, Jianmin Wang
Time Series Data Encoding for Efficient Storage: A Comparative Analysis in Apache IoTDB. Proc. VLDB Endow. 15 (10) (2022)
Haoyu Wang, Shaoxu Song
Frequency Domain Data Encoding in Apache IoTDB. Proc. VLDB Endow. 16 (2) (2022)
Shaoxu Song, Ruihong Huang, Yu Gao, Jianmin Wang
Why Not Match: On Explanations of Event Pattern Queries. SIGMOD Conference (2021)
Shaoxu Song, Fei Gao, Ruihong Huang, Yihan Wang
On Saving Outliers for Better Clustering over Noisy Data. SIGMOD Conference (2021)
Shaoxu Song, Ruihong Huang, Yue Cao, Jianmin Wang
Cleaning timestamps with temporal constraints. VLDB J. 30 (3) (2021)
Fei Gao, Shaoxu Song, Jianmin Wang
Time Series Data Cleaning under Multi-Speed Constraints. Int. J. Softw. Informatics 11 (1) (2021)
Shaoxu Song, Fei Gao, Aoqian Zhang, Jianmin Wang, Philip S. Yu
Stream Data Cleaning under Speed and Acceleration Constraints. ACM Trans. Database Syst. 46 (3) (2021)
Yinan Mei, Shaoxu Song, Chenguang Fang, Haifeng Yang, Jingyun Fang, Jiang Long
Capturing Semantics for Imputation with Pre-trained Language Models. ICDE (2021)
Chaokun Wang, Binbin Wang, Bingyang Huang, Shaoxu Song, Zai Li
FastSGG: Efficient Social Graph Generation Using a Degree Distribution Generation Model. ICDE (2021)
Zhiwei Chen, Shaoxu Song, Ziheng Wei, Jingyun Fang, Jiang Long
Approximating Median Absolute Deviation with Bounded Error. Proc. VLDB Endow. 14 (11) (2021)
Yu Sun, Shaoxu Song
From Minimum Change to Maximum Density: On S-Repair under Integrity Constraints. ICDE (2021)
Zhicheng Liu, Yang Zhang, Ruihong Huang, Zhiwei Chen, Shaoxu Song, Jianmin Wang
EXPERIENCE: Algorithms and Case Study for Explaining Repairs with Uniform Profiles over IoT Data. ACM J. Data Inf. Qual. 13 (3) (2021)
Shaoxu Song, Yu Sun
Imputing Various Incomplete Attributes via Distance Likelihood Maximization. KDD (2020)
Yu Sun, Shaoxu Song, Chen Wang, Jianmin Wang
Swapping Repair for Misplaced Attribute Values. ICDE (2020)
Shaoxu Song, Aoqian Zhang
IoT Data Quality. CIKM (2020)
Yinan Mei, Shaoxu Song, Yunsu Lee, Jungho Park, Soo-Hyung Kim, Sungmin Yi
Representing Temporal Attributes for Schema Matching. KDD (2020)
Giuseppe Polese, Vincenzo Deufemia, Shaoxu Song
Editorial: Special Issue on Metadata Discovery for Assessing Data Quality. ACM J. Data Inf. Qual. 12 (4) (2020)
Ruihong Huang, Shaoxu Song, Yunsu Lee, Jungho Park, Soo-Hyung Kim, Sungmin Yi
Effective and Efficient Retrieval of Structured Entities. Proc. VLDB Endow. 13 (6) (2020)
Shaoxu Song, Yu Sun, Aoqian Zhang, Lei Chen, Jianmin Wang
Enriching Data Imputation under Similarity Rule Constraints. IEEE Trans. Knowl. Data Eng. 32 (2) (2020)
Aoqian Zhang, Shaoxu Song, Yu Sun, Jianmin Wang
Learning Individual Models for Imputation (Technical Report). CoRR (2020)
Aoqian Zhang, Shaoxu Song, Jianmin Wang, Philip S. Yu
Time Series Data Cleaning: From Anomaly Detection to Anomaly Repairing (Technical Report). CoRR (2020)
Aoqian Zhang, Shaoxu Song, Yu Sun, Jianmin Wang
Learning Individual Models for Imputation. ICDE (2019)
Federico Cruciani, Chen Sun, Shuai Zhang, Chris D. Nugent, Chunping Li, Shaoxu Song, Cheng Cheng, Ian Cleland, Paul J. McCullagh
A Public Domain Dataset for Human Activity Recognition in Free-Living Conditions. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI (2019)
Ruihong Huang, Zhiwei Chen, Zhicheng Liu, Shaoxu Song, Jianmin Wang
TsOutlier: Explaining Outliers with Uniform Profiles over IoT Data. IEEE BigData (2019)
Chenguang Fang, Shaoxu Song, Zhiwei Chen, Acan Gui
Fine-Grained Fuel Consumption Prediction. CIKM (2019)
Yu Gao, Shaoxu Song, Xiaochen Zhu, Jianmin Wang, Xiang Lian, Lei Zou
Matching Heterogeneous Event Data. IEEE Trans. Knowl. Data Eng. 30 (11) (2018)
Aoqian Zhang, Shaoxu Song, Jianmin Wang, Philip S. Yu
Time Series Data Cleaning: From Anomaly Detection to Anomaly Repairing. Proc. VLDB Endow. 10 (10) (2017)
Shaoxu Song, Boge Liu, Hong Cheng, Jeffrey Xu Yu, Lei Chen
Graph repairing under neighborhood constraints. VLDB J. 26 (5) (2017)
Shaoxu Song, Yu Gao, Chaokun Wang, Xiaochen Zhu, Jianmin Wang, Philip S. Yu
Matching Heterogeneous Events with Patterns. IEEE Trans. Knowl. Data Eng. 29 (8) (2017)
Yihan Wang, Shaoxu Song, Lei Chen, Jeffrey Xu Yu, Hong Cheng
Discovering Conditional Matching Rules. ACM Trans. Knowl. Discov. Data 11 (4) (2017)
Shaoxu Song, Lei Chen
Response to "Differential Dependencies Revisited". ACM Trans. Database Syst. 42 (1) (2017)
Yihan Wang, Shaoxu Song, Lei Chen
A Survey on Accessing Dataspaces. SIGMOD Rec. 45 (2) (2016)
Weiguo Zheng, Lei Zou, Wei Peng, Xifeng Yan, Shaoxu Song, Dongyan Zhao
Semantic SPARQL Similarity Search Over RDF Knowledge Graphs. Proc. VLDB Endow. 9 (11) (2016)
Fei Gao, Shaoxu Song, Lei Chen, Jianmin Wang
Efficient Set-Correlation Operator Inside Databases. J. Comput. Sci. Technol. 31 (4) (2016)
Jianmin Wang, Shaoxu Song, Xiaochen Zhu, Xuemin Lin, Jiaguang Sun
Efficient Recovery of Missing Events. IEEE Trans. Knowl. Data Eng. 28 (11) (2016)
Shaoxu Song, Yue Cao, Jianmin Wang
Cleaning Timestamps with Temporal Constraints. Proc. VLDB Endow. 9 (10) (2016)
Shaoxu Song, Han Zhu, Jianmin Wang
Constraint-Variance Tolerant Data Repairing. SIGMOD Conference (2016)
Aoqian Zhang, Shaoxu Song, Jianmin Wang
Sequential Data Cleaning: A Statistical Approach. SIGMOD Conference (2016)
Shaoxu Song, Aoqian Zhang, Jianmin Wang, Philip S. Yu
SCREEN: Stream Data Cleaning under Speed Constraints. SIGMOD Conference (2015)
Weiguo Zheng, Lei Zou, Xiang Lian, Jeffrey Xu Yu, Shaoxu Song, Dongyan Zhao
How to Build Templates for RDF Question/Answering: An Uncertain Graph Similarity Join Approach. SIGMOD Conference (2015)
Xiangdong Huang, Jianmin Wang, Yu Zhong, Shaoxu Song, Philip S. Yu
Optimizing data partition for scaling out NoSQL cluster. Concurr. Comput. Pract. Exp. 27 (18) (2015)
Jianmin Wang, Shaoxu Song, Xuemin Lin, Xiaochen Zhu, Jian Pei
Cleaning structured event logs: A graph repair approach. ICDE (2015)
Shaoxu Song, Chunping Li, Xiaoquan Zhang
Turn Waste into Wealth: On Simultaneous Clustering and Cleaning over Dirty Data. KDD (2015)
Shaoxu Song, Aoqian Zhang, Lei Chen, Jianmin Wang
Enriching Data Imputation with Extensive Similarity Neighbors. Proc. VLDB Endow. 8 (11) (2015)
Shaoxu Song, Lei Chen, Hong Cheng
Efficient Determination of Distance Thresholds for Differential Dependencies. IEEE Trans. Knowl. Data Eng. 26 (9) (2014)
Xiaochen Zhu, Shaoxu Song, Xiang Lian, Jianmin Wang, Lei Zou
Matching heterogeneous event data. SIGMOD Conference (2014)
Shaoxu Song, Han Zhu, Lei Chen
Probabilistic correlation-based similarity measure on text records. Inf. Sci. 289 (2014)
Shaoxu Song, Hong Cheng, Jeffrey Xu Yu, Lei Chen
Repairing Vertex Labels under Neighborhood Constraints. Proc. VLDB Endow. 7 (11) (2014)
Shaoxu Song, Lei Chen, Hong Cheng
On Concise Set of Relative Candidate Keys. Proc. VLDB Endow. 7 (12) (2014)
Xiaochen Zhu, Shaoxu Song, Jianmin Wang, Philip S. Yu, Jiaguang Sun
Matching heterogeneous events with patterns. ICDE (2014)
Jianmin Wang, Shaoxu Song, Xiaochen Zhu, Xuemin Lin
Efficient Recovery of Missing Events. Proc. VLDB Endow. 6 (10) (2013)
Shaoxu Song, Lei Chen
Efficient discovery of similarity constraints for matching dependencies. Data Knowl. Eng. 87 (2013)
Jian Wu, Chunping Li, Yishu Miao, Shaoxu Song, Li Li, Qiang Ding
Context-aware reasoning middle ware applied in the mobile environment. ICMLC (2013)
Shaoxu Song, Lei Chen, Philip S. Yu
Comparable dependencies over heterogeneous data. VLDB J. 22 (2) (2013)
Shaoxu Song, Lei Chen
Indexing dataspaces with partitions. World Wide Web 16 (2) (2013)
Shaoxu Song, Lei Chen, Hong Cheng
Parameter-Free Determination of Distance Thresholds for Metric Distance Constraints. ICDE (2012)
Shaoxu Song, Lei Chen, Philip S. Yu
On data dependencies in dataspaces. ICDE (2011)
Shaoxu Song, Lei Chen
Differential dependencies: Reasoning and discovery. ACM Trans. Database Syst. 36 (3) (2011)
Shaoxu Song, Lei Chen, Mingxuan Yuan
Materialization and Decomposition of Dataspaces for Efficient Search. IEEE Trans. Knowl. Data Eng. 23 (12) (2011)
Shaoxu Song, Lei Chen, Jeffrey Xu Yu
Answering Frequent Probabilistic Inference Queries in Databases. IEEE Trans. Knowl. Data Eng. 23 (4) (2011)
Xiang Lian, Lei Chen, Shaoxu Song
Consistent query answers in inconsistent probabilistic databases. SIGMOD Conference (2010)
Shaoxu Song, Lei Chen
Efficient set-correlation operator inside databases. CIKM (2010)
Shaoxu Song, Lei Chen
Discovering matching dependencies. CIKM (2009)
Shaoxu Song, Lei Chen
Discovering Matching Dependencies CoRR (2009)
Shaoxu Song, Lei Chen
Similarity Joins of Text with Incomplete Information Formats. DASFAA (2007)
Shaoxu Song, Lei Chen
Probabilistic correlation-based similarity measure of unstructured records. CIKM (2007)
Shaoxu Song, Chunping Li
Improved ROCK for Text Clustering Using Asymmetric Proximity. SOFSEM (2006)
Shaoxu Song, Chunping Li
TCUAP: A Novel Approach of Text Clustering Using Asymmetric Proximity. IICAI (2005)
Shaoxu Song, Chunping Li
Semantic Correlation Network Based Text Clustering. Australian Conference on Artificial Intelligence (2005)
Shaoxu Song, Jian Zhang, Chunping Li
Concept Chain Based Text Clustering. CIS (1) (2005)

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Publication Activity (10 Years)

Top Topics

Top Venues

Shaoxu Song