Publications

Yiming Lin, Sepanta Zeighami, Aditya G. Parameswaran (2025). Bolt-on, Verifiable Provenance for LLM-Powered Data Processing. Under Review in VLDB 2026.

Sepanta Zeighami, Yiming Lin, Shreya Shankar, Aditya Parameswaran (2025). LLM-Powered Proactive Data Systems. IEEE Data Engineering Bulletin March 2025 issue.

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Yiming Lin, Mawil Hasan, Rohan Kosalge, Alvin Cheung, Aditya G. Parameswaran (2025). TWIX: Automatically Reconstructing Structured Data from Templatized Documents. In SIGMOD 2026.

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Yiming Lin, Madelon Hulsebos, Ruiying Ma, Shreya Shankar, Sepanta Zeighami, Aditya G. Parameswaran, Eugene Wu (2024). Towards Accurate and Efficient Document Analytics with Large Language Models. In ICDE, 2025.

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Shreya Shankar, Haotian Li, Parth Asawa, Madelon Hulsebos, Yiming Lin, J.D. Zamfirescu-Pereira, Harrison Chase, Will Fu-Hinthorn, Aditya G. Parameswaran, Eugene Wu (2024). SPADE: Synthesizing Data Quality Assertions for Large Language Model Pipelines. In VLDB 2024 (Industry).

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Yiming Lin, Sharad Mehrotra (2024). PLAQUE: Automated Predicate Learning at Query Time. In SIGMOD, 2024.

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Yiming Lin, Sharad Mehrotra (2023). ZIP: Lazy Imputation during Query Processing. In PVLDB, 2024.

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Yiming Lin, Yeye He, Surajit Chaudhuri (2023). Auto-BI: Automatically Build BI-Models Leveraging Local Join Prediction and Global Schema Graph. In PVLDB, 2023.

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Rithwik Kerur, Yiming Lin (2023). Robust Occupancy Computation Based on WiFi Connectivity Events. In ASTRIDE@ICDE 2023, Winner of the first place in the ASTRIDE workshop competition.

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Yiming Lin, Pramod Khargonekar, Sharad Mehrotra, Nalini Venkatasubramanian (2021). T-cove: an exposure tracing system based on cleaning wi-fi events on organizational premises. In PVLDB 2021 (demo).

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Yiming Lin, Daokun Jiang, Roberto Yus, Georgios Bouloukakis, Andrew Chio, Sharad Mehrotra, Nalini Venkatasubramanian (2020). Locater: Cleaning Wifi Connectivity Datasets for Semantic Localization. In PVLDB 2021.

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Yiming Lin, Hongzhi Wang, Jianzhong Li, Hong Gao (2020). Efficient entity resolution on heterogeneous records. . In ICDE, 2020.

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Yiming Lin, Hongzhi Wang, Jianzhong Li, Hong Gao (2019). Data source selection for information integration in big data era. In Information Sciences 2019.

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Yiming Lin, Hongzhi Wang, Shuo Zhang, Jianzhong Li, Hong Gao (2016). Efficient quality-driven source selection from massive data sources. In Journal of Systems and Software, 2016.

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