Aoqian Zhang

Most-cited papers

Time Series Data Cleaning: From Anomaly Detection to Anomaly Repairing
Aoqian Zhang, Shao-Xu Song, Jian-Min Wang, Philip S. Yu
2017Proceedings of the VLDB Endowment133 citations
Semantic Scholar
SCREEN: Stream Data Cleaning under Speed Constraints
Shao-Xu Song, Aoqian Zhang, Jian-Min Wang, Philip S. Yu
2015SIGMOD Conference116 citations
Semantic Scholar
Sequential Data Cleaning: A Statistical Approach
Aoqian Zhang, Shao-Xu Song, Jian-Min Wang
2016SIGMOD Conference72 citations
Semantic Scholar
Attention-based Learning for Missing Data Imputation in HoloClean
Richard Wu, Aoqian Zhang, Ihab F. Ilyas, Theodoros Rekatsinas
2020Conference on Machine Learning and Systems71 citations
Semantic Scholar
Enriching Data Imputation under Similarity Rule Constraints
Shao-Xu Song, Yu Sun, Aoqian Zhang, Lei Chen +1 more
2020IEEE Transactions on Knowledge and Data Engineering68 citations
Semantic Scholar
Learning Individual Models for Imputation
Aoqian Zhang, Shao-Xu Song, Yu Sun, Jian-Min Wang
2019IEEE International Conference on Data Engineering51 citations
Semantic Scholar
Enriching Data Imputation with Extensive Similarity Neighbors
Shao-Xu Song, Aoqian Zhang, Lei Chen, Jian-Min Wang
2015Proceedings of the VLDB Endowment47 citations
Semantic Scholar
IoT Data Quality
Shao-Xu Song, Aoqian Zhang
2020International Conference on Information and Knowledge Management29 citations
Semantic Scholar
A Survey of Approximate Quantile Computation on Large-Scale Data
Zhiwei Chen, Aoqian Zhang
2020IEEE Access24 citations Open access
Semantic Scholar
Sampling for Big Data Profiling: A Survey
Zhicheng Liu, Aoqian Zhang
2020IEEE Access20 citations Open access
Semantic Scholar
Stream Data Cleaning under Speed and Acceleration Constraints
Shao-Xu Song, Fei Gao, Aoqian Zhang, Jian-Min Wang +1 more
2021ACM Transactions on Database Systems19 citations
Semantic Scholar
A Survey on Sampling and Profiling over Big Data (Technical Report)
Zhicheng Liu, Aoqian Zhang
2020arXiv.org9 citations
Semantic Scholar
Streaming data cleaning based on speed change
Haoyu Wang, Aoqian Zhang, Shao-Xu Song, Jian-Min Wang
2023The VLDB journal8 citations
Semantic Scholar
Efficient Authentication Processing for Spatial Keyword Queries in Hybrid Storage Blockchain
Xu Wang, Zhiwei Zhang, Xiaochun Yang, Guo-Ren Wang +2 more
2022International Conferences on Blockchain Technology4 citations
Semantic Scholar
Consistent Subgraph Matching over Large Graphs
Ye Yuan, Delong Ma, Aoqian Zhang, Guo-Ren Wang
2022IEEE International Conference on Data Engineering3 citations
Semantic Scholar
ATR: Automatic Trajectory Repairing With Movement Tendencies
Peng Zhao, Aoqian Zhang, Chen-Xi Zhang, Jiangfeng Li +2 more
2020IEEE Access1 citations Open access
Semantic Scholar
CausalPT: Prompt Tuning via Causal Effect Regularization
Shi-Yu Hou, Tianfei Zhou, Shuai Zhang, Aoqian Zhang +2 more
2026IEEE transactions on circuits and systems for video technology (Print)0 citations
Semantic Scholar
Cleaning Time Series under Seasonal and Trend Constraints
Zijie Chen, Aoqian Zhang, Shao-Xu Song
2025Proc. ACM Manag. Data0 citations Open access
Semantic Scholar
Reproducibility Report for ACM SIGMOD 2025 Paper: 'Are Database System Researchers Making Correct Assumptions about Transaction Workloads?'
Aoqian Zhang
2025SIGMOD ARI Reports0 citations
Semantic Scholar
Sync Without Guesswork: Incomplete Time Series Alignment
Dingding Jia, Jingyu Zhu, Yu Sun, Aoqian Zhang +3 more
2025arXiv.org0 citations
Semantic Scholar
Correction method for global positioning system data based on speed constraint
Shao-Xu Song, Aoqian Zhang, Jian-Min Wang
20150 citations
Semantic Scholar
Building up a computer model to simulate the impact of carbon emission mitigation on economy society in China
C.-L. Zhang, J.-F. Li, Aoqian Zhang
20120 citations
Semantic Scholar