Guoliang Li
Tsinghua University
H-index: 70
Asia-China
Top articles of Guoliang Li
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
GaussML: An End-to-End In-Database Machine Learning System | Guoliang Li Ji Sun Lijie Xu Shifu Li Jiang Wang | 2024 | |
Can llm already serve as a database interface? a big bench for large-scale database grounded text-to-sqls | Advances in Neural Information Processing Systems | Jinyang Li Binyuan Hui Ge Qu Jiaxi Yang Binhua Li | 2024/2/13 |
Stochastic gradient descent without full data shuffle: with applications to in-database machine learning and deep learning systems | arXiv preprint arXiv:2206.05830 | Lijie Xu Shuang Qiu Binhang Yuan Jiawei Jiang Cedric Renggli | 2022/6/12 |
RITA: Group Attention is All You Need for Timeseries Analytics | Proceedings of the ACM on Management of Data | Jiaming Liang Lei Cao Samuel Madden Zack Ives Guoliang Li | 2024/3/26 |
LLM-Enhanced Data Management | arXiv preprint arXiv:2402.02643 | Xuanhe Zhou Xinyang Zhao Guoliang Li | 2024/2/4 |
Survey on Key Techniques of Encrypted Computing in Fully Encrypted Databases | 毕树人， 钮泽平， 李国良， 李琦 | 2024/3/20 | |
G-Learned Index: Enabling Efficient Learned Index on GPU | IEEE Transactions on Parallel and Distributed Systems | Jiesong Liu Feng Zhang Lv Lu Chang Qi Xiaoguang Guo | 2024/4/2 |
DB-GPT: Large Language Model Meets Database | Data Science and Engineering | Xuanhe Zhou Zhaoyan Sun Guoliang Li | 2024/1/19 |
全密态数据库密态计算关键技术综述 | 毕树人， 钮泽平， 李国良， 李琦 | 2024/3/20 | |
PACE: Poisoning Attacks on Learned Cardinality Estimation | Jintao Zhang Chao Zhang Guoliang Li Chengliang Chai | 2024/2 | |
Fast, Robust and Interpretable Participant Contribution Estimation for Federated Learning | Yong Wang Kaiyu Li Yuyu Luo Guoliang Li Yunyan Guo | 2024 | |
Cardinality estimation using normalizing flow | The VLDB Journal | Jiayi Wang Chengliang Chai Jiabin Liu Guoliang Li | 2024/3 |
Controllable Tabular Data Synthesis Using Diffusion Models | Proceedings of the ACM on Management of Data | Tongyu Liu Ju Fan Nan Tang Guoliang Li Xiaoyong Du | 2024/3/26 |
Vector Database Management Techniques and Systems | Companion of the International Conference on Management of Data (SIGMOD) | James Pan Jianguo Wang Guoliang Li | 2024 |
Tabular data synthesis with generative adversarial networks: design space and optimizations | The VLDB Journal | Tongyu Liu Ju Fan Guoliang Li Nan Tang Xiaoyong Du | 2024/3 |
Robustness of Updatable Learning-based Index Advisors against Poisoning Attack | Proceedings of the ACM on Management of Data | Yihang Zheng Chen Lin Xian Lyu Xuanhe Zhou Guoliang Li | 2024/3/26 |
HTAP Databases: A Survey | IEEE Transactions on Knowledge and Data Engineering | Chao Zhang Guoliang Li Jintao Zhang Xinning Zhang Jianhua Feng | 2024/4/19 |
Intelligent Data Visualization Analysis Techniques: A Survey | 骆昱宇， 秦雪迪， 谢宇鹏， 李国良 | 2023/8/9 | |
Survey of vector database management systems | arXiv preprint arXiv:2310.14021 | James Jie Pan Jianguo Wang Guoliang Li | 2023/10/21 |
Learned index: A comprehensive experimental evaluation | Proceedings of the VLDB Endowment | Zhaoyan Sun Xuanhe Zhou Guoliang Li | 2023/4/1 |
Co-Authors
