| QTune: A query-aware database tuning system with deep reinforcement learning G Li, X Zhou, S Li, B Gao Proceedings of the VLDB Endowment 12 (12), 2118-2130, 2019 | 216 | 2019 |
| Tool learning with foundation models Y Qin, S Hu, Y Lin, W Chen, N Ding, G Cui, Z Zeng, X Zhou, Y Huang, ... arXiv preprint arXiv:2304.08354, 2023 | 157 | 2023 |
| Database meets artificial intelligence: A survey X Zhou, C Chai, G Li, J Sun IEEE Transactions on Knowledge and Data Engineering 34 (3), 1096-1116, 2020 | 121 | 2020 |
| AI Meets Database: AI4DB and DB4AI G Li, X Zhou, L Cao SIGMOD Conference, 2859-2866, 2021 | 77 | 2021 |
| Can llm already serve as a database interface? a big bench for large-scale database grounded text-to-sqls J Li, B Hui, G Qu, J Yang, B Li, B Li, B Wang, B Qin, R Geng, N Huo, ... Advances in Neural Information Processing Systems 36, 2024 | 74 | 2024 |
| Query performance prediction for concurrent queries using graph embedding X Zhou, J Sun, G Li, J Feng Proceedings of the VLDB Endowment 13 (9), 1416-1428, 2020 | 68 | 2020 |
| opengauss: An autonomous database system G Li, X Zhou, J Sun, X Yu, Y Han, L Jin, W Li, T Wang, S Li Proceedings of the VLDB Endowment 14 (12), 3028-3042, 2021 | 64 | 2021 |
| A Learned Query Rewrite System using Monte Carlo Tree Search X Zhou, G Li, C Chai, J Feng VLDB Conference 2022 15 (1), 2021 | 46 | 2021 |
| Machine Learning for Databases G Li, X Zhou, L Cao VLDB Conference 14 (12), 3190 - 3193, 2021 | 37 | 2021 |
| Xuanyuan: An ai-native database. G Li, X Zhou, S Li IEEE Data Eng. Bull. 42 (2), 70-81, 2019 | 34 | 2019 |
| A survey of machine learning based database techniques G Li, XH Zhou, J Sun, X Yu, HT Yuan, JB Liu, Y Han Chinese Journal of Computers 43 (11), 2019-2049, 2020 | 21 | 2020 |
| Autoindex: An incremental index management system for dynamic workloads X Zhou, L Liu, W Li, L Jin, S Li, T Wang, J Feng 2022 IEEE 38th International Conference on Data Engineering (ICDE), 2196-2208, 2022 | 20 | 2022 |
| Adaptive code learning for spark configuration tuning C Lin, J Zhuang, J Feng, H Li, X Zhou, G Li 2022 IEEE 38th International Conference on Data Engineering (ICDE), 1995-2007, 2022 | 19 | 2022 |
| Llm as dba X Zhou, G Li, Z Liu arXiv preprint arXiv:2308.05481, 2023 | 15 | 2023 |
| LearnedSQLGen: Constraint-aware SQL Generation using Reinforcement Learning L Zhang, C Chai, X Zhou, G Li SIGMOD Conference, 2022 | 15 | 2022 |
| Automatic database knob tuning: a survey X Zhao, X Zhou, G Li IEEE Transactions on Knowledge and Data Engineering, 2023 | 13 | 2023 |
| DBMind: A Self-Driving Platform in openGauss X Zhou, L Jin, J Sun, X Zhao, X Yu, J Feng, S Li, T Wang, K Li, L Liu VLDB Conference 14 (12), 2021 | 13 | 2021 |
| Learned index: A comprehensive experimental evaluation Z Sun, X Zhou, G Li Proceedings of the VLDB Endowment 16 (8), 1992-2004, 2023 | 11 | 2023 |
| Machine learning for data management: A system view G Li, X Zhou 2022 IEEE 38th International Conference on Data Engineering (ICDE), 3198-3201, 2022 | 11 | 2022 |
| 基于机器学习的数据库技术综述 李国良， 周煊赫， 孙佶， 余翔， 袁海涛， 刘佳斌， 韩越 计算机学报 43 (11), 2019-2049, 2020 | 11 | 2020 |
Guoliang LiProfessor, Tsinghua University在 tsinghua.edu.cn 的电子邮件经过验证
