| 2026 | ICDE | Truth $\neq$ Frequency: Leveraging Dependencies for Subset Repair. | Haoda Li, Jiahui Chen, Yu Sun, Shaoxu Song, Haiwei Zhang, Xiaojie Yuan |
| 2026 | ICDE | LogDelta: Differential Encoding for Log Data. | Songze Li, Shaoxu Song, Zhitao Shen |
| 2026 | ICDE | When Complex Event Recognition Meets Cloud-Native Architectures. | Shizhe Liu, Haipeng Dai, Meng Li, Yuemeng Zhang, Shaoxu Song, Zhifeng Bao, Hancheng Wang, Xiaofeng Gao, Guihai Chen |
| 2026 | ICDE | Sorting Compressed Time Series. | Zhiheng Liu, Xingyu Liu, Shaoxu Song, Jianmin Wang |
| 2026 | ICDE | Deferred Flushing for Out-of-Order Arrivals in Apache IoTDB. | Xiaojian Zhang, Zhiheng Liu, Shaoxu Song, Xiangdong Huang, Chen Wang, Jianmin Wang |
| 2025 | ICDE | OneRoundSTL: In-Database Seasonal-Trend Decomposition. | Zijie Chen, Shaoxu Song, Jianmin Wang |
| 2025 | ICDE | Exploring SIMD Vectorization in Aggregation Pipelines for Encoded IoT Data. | Rui Kang, Shaoxu Song, Jianmin Wang |
| 2025 | ICDE | Collaborative Imputation for Multivariate Time Series with Convergence Guarantee. | Yu Sun, Xinyu Yang, Shaoxu Song, Ying Zhang, Xiaojie Yuan |
| 2025 | ICDE | BOS: Bit-Packing with Outlier Separation. | Jinzhao Xiao, Zihan Guo, Shaoxu Song |
| 2024 | DASFAA | Acceleration-Guided Diffusion Model for Multivariate Time Series Imputation. | Xinyu Yang, Yu Sun, Shaoxu Song, Xiaojie Yuan, Xinyang Chen |
| 2024 | ICDE | On Tuning Raft for IoT Workload in Apache IoTDB. | Tian Jiang, Xiangdong Huang, Shaoxu Song, Chen Wang, Jianmin Wang |
| 2024 | ICDE | REGER: Reordering Time Series Data for Regression Encoding. | Jinzhao Xiao, Wendi He, Shaoxu Song, Xiangdong Huang, Chen Wang, Jianmin Wang |
| 2024 | KDD | ACER: Accelerating Complex Event Recognition via Two-Phase Filtering under Range Bitmap-Based Indexes. | Shizhe Liu, Haipeng Dai, Shaoxu Song, Meng Li, Jingsong Dai, Rong Gu, Guihai Chen |
| 2023 | ICDE | Matrix Factorization with Landmarks for Spatial Data. | Chenguang Fang, Yinan Mei, Shaoxu Song |
| 2023 | ICDE | Non-Blocking Raft for High Throughput IoT Data. | Tian Jiang, Xiangdong Huang, Shaoxu Song, Chen Wang, Jianmin Wang, Ruibo Li, Jincheng Sun |
| 2023 | ICDE | Discovering Editing Rules by Deep Reinforcement Learning. | Yinan Mei, Shaoxu Song, Chenguang Fang, Ziheng Wei, Jingyun Fang, Jiang Long |
| 2023 | ICDE | Data Dependencies Extended for Variety and Veracity: A Family Tree (Extended abstract). | Shaoxu Song, Fei Gao, Ruihong Huang, Chaokun Wang |
| 2023 | ICDE | Backward-Sort for Time Series in Apache IoTDB. | Xiaojian Zhang, Hongyin Zhang, Shaoxu Song, Xiangdong Huang, Chen Wang, Jianmin Wang |
| 2023 | KDD | Learning Autoregressive Model in LSM-Tree based Store. | Yunxiang Su, Wenxuan Ma, Shaoxu Song |
| 2022 | ICDE | Separation or Not: On Handing Out-of-Order Time-Series Data in Leveled LSM-Tree. | Yuyuan Kang, Xiangdong Huang, Shaoxu Song, Lingzhe Zhang, Jialin Qiao, Chen Wang, Jianmin Wang, Julian Feinauer |
| 2022 | ICDE | Conditional Regression Rules. | Rui Kang, Shaoxu Song, Chaokun Wang |
| 2022 | KDD | On Aligning Tuples for Regression. | Chenguang Fang, Shaoxu Song, Yinan Mei, Ye Yuan, Jianmin Wang |
| 2022 | SIGMOD | Confidence Bounded Replica Currency Estimation. | Yu Sun, Zheng Zheng, Shaoxu Song, Fei Chiang |
| 2021 | ICDE | Capturing Semantics for Imputation with Pre-trained Language Models. | Yinan Mei, Shaoxu Song, Chenguang Fang, Haifeng Yang, Jingyun Fang, Jiang Long |
| 2021 | ICDE | From Minimum Change to Maximum Density: On S-Repair under Integrity Constraints. | Yu Sun, Shaoxu Song |
| 2021 | ICDE | FastSGG: Efficient Social Graph Generation Using a Degree Distribution Generation Model. | Chaokun Wang, Binbin Wang, Bingyang Huang, Shaoxu Song, Zai Li |
| 2021 | SIGMOD | On Saving Outliers for Better Clustering over Noisy Data. | Shaoxu Song, Fei Gao, Ruihong Huang, Yihan Wang |
| 2021 | SIGMOD | Why Not Match: On Explanations of Event Pattern Queries. | Shaoxu Song, Ruihong Huang, Yu Gao, Jianmin Wang |
| 2020 | CIKM | IoT Data Quality. | Shaoxu Song, Aoqian Zhang |
| 2020 | ICDE | Swapping Repair for Misplaced Attribute Values. | Yu Sun, Shaoxu Song, Chen Wang, Jianmin Wang |
| 2020 | KDD | Representing Temporal Attributes for Schema Matching. | Yinan Mei, Shaoxu Song, Yunsu Lee, Jungho Park, Soo-Hyung Kim, Sungmin Yi |
| 2020 | KDD | Imputing Various Incomplete Attributes via Distance Likelihood Maximization. | Shaoxu Song, Yu Sun |
| 2019 | CIKM | Fine-Grained Fuel Consumption Prediction. | Chenguang Fang, Shaoxu Song, Zhiwei Chen, Acan Gui |
| 2019 | ICDE | Learning Individual Models for Imputation. | Aoqian Zhang, Shaoxu Song, Yu Sun, Jianmin Wang |
| 2019 | UIC | A Public Domain Dataset for Human Activity Recognition in Free-Living Conditions. | Federico Cruciani, Chen Sun, Shuai Zhang, Chris D. Nugent, Chunping Li, Shaoxu Song, Cheng Cheng, Ian Cleland, Paul J. McCullagh |
| 2016 | SIGMOD | Constraint-Variance Tolerant Data Repairing. | Shaoxu Song, Han Zhu, Jianmin Wang |
| 2016 | SIGMOD | Sequential Data Cleaning: A Statistical Approach. | Aoqian Zhang, Shaoxu Song, Jianmin Wang |
| 2015 | ICDE | Cleaning structured event logs: A graph repair approach. | Jianmin Wang, Shaoxu Song, Xuemin Lin, Xiaochen Zhu, Jian Pei |
| 2015 | KDD | Turn Waste into Wealth: On Simultaneous Clustering and Cleaning over Dirty Data. | Shaoxu Song, Chunping Li, Xiaoquan Zhang |
| 2015 | SIGMOD | SCREEN: Stream Data Cleaning under Speed Constraints. | Shaoxu Song, Aoqian Zhang, Jianmin Wang, Philip S. Yu |
| 2015 | SIGMOD | How to Build Templates for RDF Question/Answering: An Uncertain Graph Similarity Join Approach. | Weiguo Zheng, Lei Zou, Xiang Lian, Jeffrey Xu Yu, Shaoxu Song, Dongyan Zhao |
| 2014 | ICDE | Matching heterogeneous events with patterns. | Xiaochen Zhu, Shaoxu Song, Jianmin Wang, Philip S. Yu, Jiaguang Sun |
| 2014 | SIGMOD | Matching heterogeneous event data. | Xiaochen Zhu, Shaoxu Song, Xiang Lian, Jianmin Wang, Lei Zou |
| 2013 | ICMLC | Context-aware reasoning middle ware applied in the mobile environment. | Jian Wu, Chunping Li, Yishu Miao, Shaoxu Song, Li Li, Qiang Ding |
| 2012 | ICDE | Parameter-Free Determination of Distance Thresholds for Metric Distance Constraints. | Shaoxu Song, Lei Chen, Hong Cheng |
| 2011 | ICDE | On data dependencies in dataspaces. | Shaoxu Song, Lei Chen, Philip S. Yu |
| 2010 | CIKM | Efficient set-correlation operator inside databases. | Shaoxu Song, Lei Chen |
| 2010 | SIGMOD | Consistent query answers in inconsistent probabilistic databases. | Xiang Lian, Lei Chen, Shaoxu Song |
| 2009 | CIKM | Discovering matching dependencies. | Shaoxu Song, Lei Chen |
| 2007 | CIKM | Probabilistic correlation-based similarity measure of unstructured records. | Shaoxu Song, Lei Chen |
| 2007 | DASFAA | Similarity Joins of Text with Incomplete Information Formats. | Shaoxu Song, Lei Chen |
| 2006 | SOFSEM | Improved ROCK for Text Clustering Using Asymmetric Proximity. | Shaoxu Song, Chunping Li |
| 2005 | CIS | Concept Chain Based Text Clustering. | Shaoxu Song, Jian Zhang, Chunping Li |