Our research lies at the intersection of Machine Learning and Databases.
We are the ML for Database Group at Nanyang Technological University (NTU). Our research focuses on the application of machine learning techniques to various problems in database management, with the vision of building an intelligent, self-adpative data management system. Our current research includes:
Congratulations to Gu Tu for publishing the paper “Effectively Learning Spatial Indexes with a Support for Updates” at SIGMOD 2023.
Congratulations to Shi Jiachen for publishing the paper “Learned Index Benefits: Machine Learning Based Index Performance Estimation” at VLDB 2023.
Congratulations to Yang Jingyi and Wu Peizhi for publishing the paper “SAM: Database Generation from Query Workloads with Supervised Autoregressive Models” at SIGMOD 2022.