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Collaborations and top research areas from the last five years
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Applications of Large Language Models to SQL Learning
Chittavally Dugge Gowda, A., Joshi, S. R., Tandel, J. & Zou, J., Feb 17 2026, SIGCSE TS 2026 - Proceedings of the 57th ACM Technical Symposium on Computer Science Education V.2. Association for Computing Machinery, Inc, p. 1267-1268 2 p. (SIGCSE TS 2026 - Proceedings of the 57th ACM Technical Symposium on Computer Science Education V.2).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access -
Declarative Privacy-Preserving Inference Queries
Guan, H., Tiwari, A., Gautier, S., Ambrish, R. H., Zhou, L., Wang, Y., Gupta, D., Yang, Y., Xiao, C., Chowdhury, K. & Zou, J., 2026, Database Systems for Advanced Applications - 30th International Conference, DASFAA 2025, Proceedings. Zhu, F., Lim, E.-P., Yu, P. S., Nadamoto, A., Shim, K., Ding, W. & Zhang, B. (eds.). Springer Science and Business Media Deutschland GmbH, p. 502-506 5 p. (Lecture Notes in Computer Science; vol. 15991 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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DeepMapping++: Balancing Efficiency and Storage for Lossless Lookup and Approximate Range Aggregation
Guan, H., Zhou, L., Candan, K. S. & Zou, J., Jun 1 2026, In: IEEE Transactions on Knowledge and Data Engineering. 38, 6, p. 3471-3485 15 p.Research output: Contribution to journal › Article › peer-review
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Collaborative large language models for automated data extraction in living systematic reviews
Khan, M. A., Ayub, U., Ahmed Naqvi, S. A., Rubab Khakwani, K. Z., Riaz Sipra, Z. B., Raina, A., Zhou, S., He, H., Saeidi, A., Hasan, B., Rumble, R. B., Bitterman, D. S., Warner, J. L., Zou, J., Tevaarwerk, A. J., Leventakos, K., Kehl, K. L., Palmer, J. M., Murad, M. H. & Baral, C. & 1 others, , Apr 1 2025, In: Journal of the American Medical Informatics Association. 32, 4, p. 638-647 10 p.Research output: Contribution to journal › Article › peer-review
Open Access23 Link opens in a new tab Scopus citations -
DataMorpher: Automatic Data Transformation Using LLM-Based Zero-Shot Code Generation
Sharma, A., Tandel, J., Li, X., Wang, L., Fariha, A., Zhang, L., Naqvi, S. A. A., Bin Riaz, I., Cao, L. & Zou, J., 2025, Proceedings - 2025 IEEE 41st International Conference on Data Engineering, ICDE 2025. IEEE Computer Society, p. 4536-4539 4 p. (Proceedings - International Conference on Data Engineering).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
1 Link opens in a new tab Scopus citations
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CAREER: Rethink and Redesign of Analytics Databases for Machine Learning Model Serving
Zou, J. (PI)
National Science Foundation (NSF)
6/1/22 → 5/31/27
Project: Research project
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A Compilation Framework for Accelerating Machine Learning Inference Queries
Zou, J. (PI)
5/1/23 → 4/30/24
Project: Research project
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Low-Latency and Large-Scale Serving of Machine Learning Models in DB2
Zou, J. (PI)
4/29/21 → 10/28/23
Project: Research project
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Center of Excellence for Accelerating Operational Efficiency (CAOE)
Maciejewski, R. (PI), Roe-Sepowitz, D. (CoI), Liu, H. (CoI), Askin, R. (CoI), Kull, T. (CoI), Ahn, G.-J. (CoI), Mirchandani, P. (CoI), Mancenido, M. (CoI), Chiou, E. (CoI), Pedrielli, G. (CoI), Pavlic, T. (CoI), Bliss, N. (CoI), Terrill, W. (CoI), Ruston, S. (CoI), Iquebal, A. (CoI), Yang, Y. (CoI) & Zou, J. (CoI)
US Department of Homeland Security (DHS)
9/1/17 → 6/30/25
Project: Research project
Datasets
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IDNet: A Novel Dataset for Identity Document Analysis and Fraud Detection (part 8)
MacIejewski, R. (Contributor), Xiao, C. (Contributor), Yang, Y. (Contributor), Zou, J. (Contributor), Guan, H. (Contributor), Wang, Y. (Contributor), Nag, S. (Contributor), Swamy, N. E. N. (Contributor), Goel, R. (Contributor), Xie, L. (Contributor) & Prisby, J. (Contributor), Zenodo, Sep 29 2024
DOI: 10.5281/zenodo.13852274, https://zenodo.org/records/13852274
Dataset
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IDNet: A Novel Dataset for Identity Document Analysis and Fraud Detection (part 3)
MacIejewski, R. (Contributor), Xiao, C. (Contributor), Yang, Y. (Contributor), Zou, J. (Contributor), Guan, H. (Contributor), Wang, Y. (Contributor), Nag, S. (Contributor), Swamy, N. E. N. (Contributor), Goel, R. (Contributor), Xie, L. (Contributor) & Prisby, J. (Contributor), Zenodo, Sep 29 2024
DOI: 10.5281/zenodo.13852734, https://zenodo.org/records/13852734
Dataset
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IDNet: A Novel Dataset for Identity Document Analysis and Fraud Detection (part 1)
MacIejewski, R. (Contributor), Xiao, C. (Contributor), Yang, Y. (Contributor), Zou, J. (Contributor), Guan, H. (Contributor), Wang, Y. (Contributor), Nag, S. (Contributor), Swamy, N. E. N. (Contributor), Goel, R. (Contributor), Xie, L. (Contributor) & Prisby, J. (Contributor), Zenodo, Sep 29 2024
DOI: 10.5281/zenodo.13854897, https://zenodo.org/records/13854897
Dataset
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IDNet: A Novel Dataset for Identity Document Analysis and Fraud Detection (part 7)
MacIejewski, R. (Contributor), Xiao, C. (Contributor), Yang, Y. (Contributor), Zou, J. (Contributor), Guan, H. (Contributor), Wang, Y. (Contributor), Nag, S. (Contributor), Swamy, N. E. N. (Contributor), Goel, R. (Contributor), Xie, L. (Contributor) & Prisby, J. (Contributor), Zenodo, Sep 29 2024
DOI: 10.5281/zenodo.13854938, https://zenodo.org/records/13854938
Dataset
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IDNet: A Novel Dataset for Identity Document Analysis and Fraud Detection (part 6)
MacIejewski, R. (Contributor), Xiao, C. (Contributor), Yang, Y. (Contributor), Zou, J. (Contributor), Guan, H. (Contributor), Wang, Y. (Contributor), Nag, S. (Contributor), Swamy, N. E. N. (Contributor), Goel, R. (Contributor), Xie, L. (Contributor) & Prisby, J. (Contributor), Zenodo, Sep 29 2024
DOI: 10.5281/zenodo.13855175, https://zenodo.org/records/13855175
Dataset