SCREEN: Stream Data Cleaning under Speed Constraints. - Shaoxu Song; Aoqian Zhang; Jianmin Wang 001; Philip S. Yu (SIGMOD Conference, 2015)

Enriching Data Imputation with Extensive Similarity Neighbors. - Shaoxu Song; Aoqian Zhang; Lei Chen 002; Jianmin Wang 001 (Proc. VLDB Endow., 2015)

Sequential Data Cleaning: A Statistical Approach. - Aoqian Zhang; Shaoxu Song; Jianmin Wang 001 (SIGMOD Conference, 2016)

Time Series Data Cleaning: From Anomaly Detection to Anomaly Repairing. - Aoqian Zhang; Shaoxu Song; Jianmin Wang 001; Philip S. Yu (Proc. VLDB Endow., 2017)

Learning Individual Models for Imputation. - Aoqian Zhang; Shaoxu Song; Yu Sun 027; Jianmin Wang 001 (ICDE, 2019)

IoT Data Quality. - Shaoxu Song; Aoqian Zhang (CIKM, 2020)

Attention-based Learning for Missing Data Imputation in HoloClean. - Richard Wu; Aoqian Zhang; Ihab F. Ilyas; Theodoros Rekatsinas (MLSys, 2020)

A Survey of Approximate Quantile Computation on Large-Scale Data. - Zhiwei Chen; Aoqian Zhang (IEEE Access, 2020)

Sampling for Big Data Profiling: A Survey. - Zhicheng Liu; Aoqian Zhang (IEEE Access, 2020)

ATR: Automatic Trajectory Repairing With Movement Tendencies. - Peng Zhao; Aoqian Zhang; Chenxi Zhang 001; Jiangfeng Li; Qinpei Zhao; Weixiong Rao (IEEE Access, 2020)

Time Series Data Cleaning: From Anomaly Detection to Anomaly Repairing (Technical Report). - Aoqian Zhang; Shaoxu Song; Jianmin Wang 001; Philip S. Yu (CoRR, 2020)

Learning Individual Models for Imputation (Technical Report). - Aoqian Zhang; Shaoxu Song; Yu Sun 027; Jianmin Wang 001 (CoRR, 2020)

A Survey of Approximate Quantile Computation on Large-scale Data (Technical Report). - Zhiwei Chen; Aoqian Zhang (CoRR, 2020)

A Survey on Sampling and Profiling over Big Data (Technical Report). - Zhicheng Liu; Aoqian Zhang (CoRR, 2020)

Enriching Data Imputation under Similarity Rule Constraints. - Shaoxu Song; Yu Sun 027; Aoqian Zhang; Lei Chen 002; Jianmin Wang 001 (IEEE Trans. Knowl. Data Eng., 2020)

Stream Data Cleaning under Speed and Acceleration Constraints. - Shaoxu Song; Fei Gao; Aoqian Zhang; Jianmin Wang 001; Philip S. Yu (ACM Trans. Database Syst., 2021)

Efficient Authentication Processing for Spatial Keyword Queries in Hybrid Storage Blockchain. - Xu Wang; Zhiwei Zhang; Xiaochun Yang 001; Guoren Wang; Aoqian Zhang; George Yuan (ICBCT, 2022)

Consistent Subgraph Matching over Large Graphs. - Ye Yuan 001; Delong Ma; Aoqian Zhang; Guoren Wang (ICDE, 2022)

An Experimental Evaluation of Anomaly Detection in Time Series. - Aoqian Zhang; Shuqing Deng; Dongping Cui; Ye Yuan 001; Guoren Wang (Proc. VLDB Endow., 2023)

DTMamba : Dual Twin Mamba for Time Series Forecasting. - Zexue Wu; Yifeng Gong; Aoqian Zhang (CoRR, 2024)

Streaming data cleaning based on speed change. - Haoyu Wang; Aoqian Zhang; Shaoxu Song; Jianmin Wang 001 (VLDB J., 2024)

Multivariate Time Series Cleaning under Speed Constraints. - Aoqian Zhang; Zexue Wu; Yifeng Gong; Ye Yuan 001; Guoren Wang (Proc. ACM Manag. Data, 2024)