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Yiming Lin
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Year
Data source selection for information integration in big data era
Y Lin, H Wang, J Li, H Gao
Information Sciences 479, 197-213, 2019
502019
Spade: Synthesizing data quality assertions for large language model pipelines
S Shankar, H Li, P Asawa, M Hulsebos, Y Lin, JD Zamfirescu-Pereira, ...
arXiv preprint arXiv:2401.03038, 2024
482024
Querying templatized document collections with large language models
Y Lin, M Hulsebos, R Ma, S Shankar, S Zeighami, AG Parameswaran, ...
2025 IEEE 41st International Conference on Data Engineering (ICDE), 2422-2435, 2025
43*2025
Locater: cleaning wifi connectivity datasets for semantic localization
Y Lin, D Jiang, R Yus, G Bouloukakis, A Chio, S Mehrotra, ...
arXiv preprint arXiv:2004.09676, 2020
392020
Efficient quality-driven source selection from massive data sources
Y Lin, H Wang, S Zhang, J Li, H Gao
Journal of Systems and Software 118, 221-233, 2016
212016
Efficient entity resolution on heterogeneous records
Y Lin, H Wang, J Li, H Gao
IEEE Transactions on Knowledge and Data Engineering 32 (5), 912-926, 2019
142019
Auto-bi: Automatically build bi-models leveraging local join prediction and global schema graph
Y Lin, Y He, S Chaudhuri
arXiv preprint arXiv:2306.12515, 2023
122023
Twix: Automatically reconstructing structured data from templatized documents
Y Lin, M Hasan, R Kosalge, A Cheung, AG Parameswaran
arXiv preprint arXiv:2501.06659, 2025
82025
LLM-Powered Proactive Data Systems
S Zeighami, Y Lin, S Shankar, A Parameswaran
arXiv preprint arXiv:2502.13016, 2025
62025
T-cove: an exposure tracing system based on cleaning wi-fi events on organizational premises
Y Lin, P Khargonekar, S Mehrotra, N Venkatasubramanian
Proceedings of the VLDB Endowment 14 (12), 2783-2786, 2021
52021
ZIP: Lazy Imputation during Query Processing
Y Lin, S Mehrotra
Proceedings of the VLDB Endowment 17 (1), 28-40, 2023
42023
PLAQUE: Automated Predicate Learning at Query Time
Y Lin, S Mehrotra
Proceedings of the ACM on Management of Data 2 (1), 1-25, 2024
32024
Semiotic: Bridging the semantic gap in iot spaces
S Almanee, G Bouloukakis, D Jiang, S Ghayyur, D Ghosh, P Gupta, Y Lin, ...
Proceedings of the 6th ACM International Conference on Systems for Energy …, 2019
32019
Privacy cognizant iot environment for the brandeis program
S Mehrotra, N Venkatasubramanian, A Kobas, C Davison, S Sharma, ...
12022
Water-COLOR: Water-COnservation using a Learning-based Optimized Recommender
GX Zhang, DL Feldman, Y Lin, S Mehrotra, N Venkatasubramanian, ...
2024 IEEE International Conference on Smart Computing (SMARTCOMP), 93-100, 2024
2024
Optimizing Query Processing for Data-Intensive Computation
Y Lin
University of California, Irvine, 2023
2023
QUIP: Query-driven Missing Value Imputation
Y Lin, S Mehrotra
arXiv preprint arXiv:2204.00108, 2022
2022
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Articles 1–17