| 2026 | ICDE | TORepair: Diffusion-Based Task-Oriented Error Repair Via Differentiable Bi-Level Optimization. | Wei Ni, Xiaoye Miao, Xiangyu Zhao, Yangyang Wu, Jianwei Yin |
| 2026 | ICDE | Information Leakage From Prices in Query-Based Data Markets. | Teng Tu, Huanhuan Peng, Xiaoye Miao, Guanjie Cheng, Shuiguang Deng, Jianwei Yin |
| 2026 | WWW | E2PL: Effective and Efficient Prompt Learning for Incomplete Multi-view Multi-Label Class Incremental Learning. | Jiajun Chen, Yue Wu, Kai Huang, Wenxi Zhao, Yangyang Wu, Xiaoye Miao, Mengying Zhu, Meng Xi, Guanjie Cheng |
| 2025 | EMNLP | TriSPrompt: A Hierarchical Soft Prompt Model for Multimodal Rumor Detection with Incomplete Modalities. | Jiajun Chen, Yangyang Wu, Xiaoye Miao, Mengying Zhu, Meng Xi |
| 2025 | ICDE | ZeroED: Hybrid Zero-Shot Error Detection Through Large Language Model Reasoning. | Wei Ni, Kaihang Zhang, Xiaoye Miao, Xiangyu Zhao, Yangyang Wu, Yaoshu Wang, Jianwei Yin |
| 2025 | ICDE | On Scalable Query Pricing in Data Marketplaces. | Huanhuan Peng, Xiaoye Miao, Yicheng Fu, Jinshan Zhang, Shuiguang Deng, Jianwei Yin |
| 2025 | ICDE | MISS: An Incomplete Tabular Data Representation System with Missing Mechanism Learning. | Yangyang Wu, Shuwei Liang, Lei Qiang, Xiaoye Miao, Xinkui Zhao, Junlan Cai, Yunjun Gao, Jianwei Yin |
| 2025 | ICDE | A Zero-Training Error Correction System with Large Language Models. | Yangyang Wu, Chen Yang, Mengying Zhu, Xiaoye Miao, Wei Ni, Meng Xi, Xinkui Zhao, Jianwei Yin |
| 2025 | IJCAI | MMNet: Missing-Aware and Memory-Enhanced Network for Multivariate Time Series Imputation. | Xiaoye Miao, Han Shi, Yi Yuan, Daozhan Pan, Yangyang Wu, Xiaohua Pan |
| 2025 | IJCAI | General Incomplete Time Series Analysis via Patch Dropping Without Imputation. | Yangyang Wu, Yi Yuan, Mengying Zhu, Xiaoye Miao, Meng Xi |
| 2025 | KDD | Proxy-Validated Importance-Aware Federated Sample Selection with Meta Learning. | Yan Zhang, Xiaoye Miao, Bin Li, Yangyang Wu, Yongheng Shang |
| 2025 | KDD | Dual Structure-guided Contrastive Network for Incomplete Multi-view Partial Multi-label Classification. | Kaixin Xu, Yangyang Wu, Shijun Wu, Xiaoye Miao, Guoqing Chao, Mengying Zhu, Meng Xi, Xinkui Zhao |
| 2025 | SIGIR | Fairness-Aware Classification over Incomplete Data. | Xiaoye Miao, Lei Qiang, Guilin Huang, Yangyang Wu, Jianwei Yin |
| 2024 | ICDE | Online Query-Based Data Pricing with Time-Discounting Valuations. | Yicheng Fu, Xiaoye Miao, Huanhuan Peng, Chongning Na, Shuiguang Deng, Jianwei Yin |
| 2024 | ICDE | An Experimental Survey of Missing Data Imputation Algorithms (Extended Abstract). | Xiaoye Miao, Yangyang Wu, Lu Chen, Yunjun Gao, Jianwei Yin |
| 2024 | ICDE | Differentiable and Scalable Generative Adversarial Models for Data Imputation (Extended Abstract). | Yangyang Wu, Jun Wang, Xiaoye Miao, Wenjia Wang, Jianwei Yin |
| 2023 | AAAI | Jointly Imputing Multi-View Data with Optimal Transport. | Yangyang Wu, Xiaoye Miao, Xinyu Huang, Jianwei Yin |
| 2023 | ICDE | Pricing Prediction Services for Profit Maximization with Incomplete Information. | Huanhuan Peng, Xiaoye Miao, Lu Chen, Yunjun Gao, Jianwei Yin |
| 2023 | ICDE | An Efficient Generative Data Imputation Toolbox with Adversarial Learning. | Yangyang Wu, Xiaoye Miao, Zilinghan Li, Shilan He, Xinkai Yuan, Jianwei Yin |
| 2022 | DASFAA | An Interactive Data Imputation System. | Yangyang Wu, Xiaoye Miao, Yuchen Peng, Lu Chen, Yunjun Gao, Jianwei Yin |
| 2022 | ICDE | Reliable Community Search on Uncertain Graphs. | Xiaoye Miao, Yue Liu, Lu Chen, Yunjun Gao, Jianwei Yin |
| 2022 | ICDE | Maximizing Time-aware Welfare for Mixed Items. | Xiaoye Miao, Huanhuan Peng, Kai Chen, Yuchen Peng, Yunjun Gao, Jianwei Yin |
| 2021 | AAAI | Generative Semi-supervised Learning for Multivariate Time Series Imputation. | Xiaoye Miao, Yangyang Wu, Jun Wang, Yunjun Gao, Xudong Mao, Jianwei Yin |
| 2021 | ICDE | A Hybrid Data Cleaning Framework Using Markov Logic Networks (Extended Abstract). | Congcong Ge, Yunjun Gao, Xiaoye Miao, Bin Yao, Haobo Wang |
| 2021 | ICDE | Towards Query Pricing on Incomplete Data (Extended Abstract). | Xiaoye Miao, Yunjun Gao, Lu Chen, Huanhuan Peng, Jianwei Yin, Qing Li |
| 2020 | ICDE | Answering Skyline Queries over Incomplete Data with Crowdsourcing(Extended Abstract). | Xiaoye Miao, Yunjun Gao, Su Guo, Lu Chen, Jianwei Yin, Qing Li |
| 2020 | SIGMOD | CoMing: A Real-time Co-Movement Mining System for Streaming Trajectories. | Ziquan Fang, Yunjun Gao, Lu Pan, Lu Chen, Xiaoye Miao, Christian S. Jensen |
| 2019 | ICDE | On Efficiently Answering Why-Not Range-Based Skyline Queries in Road Networks (Extended Abstract). | Xiaoye Miao, Yunjun Gao, Su Guo, Gang Chen |
| 2019 | ICDE | Optimizing Quality for Probabilistic Skyline Computation and Probabilistic Similarity Search (Extended Abstract). | Xiaoye Miao, Yunjun Gao, Linlin Zhou, Wei Wang, Qing Li |
| 2016 | ICDE | Top-k dominating queries on incomplete data. | Xiaoye Miao, Yunjun Gao, Baihua Zheng, Gang Chen, Huiyong Cui |
| 2013 | APWEB | Parallel k-Skyband Computation on Multicore Architecture. | Xing Feng, Yunjun Gao, Tao Jiang, Lu Chen, Xiaoye Miao, Qing Liu |
| 2013 | DASFAA | On Efficient k-Skyband Query Processing over Incomplete Data. | Xiaoye Miao, Yunjun Gao, Lu Chen, Gang Chen, Qing Li, Tao Jiang |