A statistical perspective on discovering functional dependencies in noisy data Y Zhang, Z Guo, T Rekatsinas Proceedings of the 2020 ACM SIGMOD International Conference on Management of …, 2020 | 34 | 2020 |
Schema matching using pre-trained language models Y Zhang, A Floratou, J Cahoon, S Krishnan, AC Müller, D Banda, ... 2023 IEEE 39th International Conference on Data Engineering (ICDE), 1558-1571, 2023 | 19 | 2023 |
GPTuner: A Manual-Reading Database Tuning System via GPT-Guided Bayesian Optimization J Lao, Y Wang, Y Li, J Wang, Y Zhang, Z Cheng, W Chen, M Tang, ... Proceedings of the VLDB Endowment 17 (8), 1939-1952, 2024 | 16 | 2024 |
Statistical Estimation of Diffusion Network Topologies K Han, Y Tian, Y Zhang, L Han, H Huang, Y Gao International Conference on Data Engineering (ICDE'20), 2020 | 16 | 2020 |
ReAcTable: Enhancing ReAct for Table Question Answering Y Zhang, J Henkel, A Floratou, J Cahoon, S Deep, JM Patel arXiv preprint arXiv:2310.00815, 2023 | 6 | 2023 |
Simple Adaptive Query Processing vs. Learned Query Optimizers: Observations and Analysis Y Zhang, Y Chronis, JM Patel, T Rekatsinas Proceedings of the VLDB Endowment 16 (11), 2962-2975, 2023 | 3 | 2023 |
Fast inference algorithm of diffusion networks without infection temporal information SUN Yueming, Z Yunjia, YAN Qian, C Lu, H Hao, GAO Yunjun Journal of Frontiers of Computer Science & Technology 13 (4), 541, 2019 | 3 | 2019 |
A Demonstration of GPTuner: A GPT-Based Manual-Reading Database Tuning System. J Lao, Y Wang, Y Li, J Wang, Y Zhang, Z Cheng, W Chen, Y Zhou, M Tang, ... SIGMOD Conference Companion, 504-507, 2024 | 2 | 2024 |
Machine Learning for Data Analytics: Profiling, Querying, and Beyond Y Zhang The University of Wisconsin-Madison, 2024 | | 2024 |
Linguistic schema mapping via semi-supervised learning YZ Avrilia Floratou, Joyce Yu CAHOON, Subramaniam Venkatraman Krishnan ... US Patent US20230385649A1, 2023 | | 2023 |
Can Transfer Learning be used to build a Query Optimizer? Y Zhang, Y Chronis, JM Patel, T Rekatsinas CIDR, 2022 | | 2022 |