基本信息
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Bio
I am generally interested in big data management and mining. Currently, I am working on learned indexes, query optimization in database systems, data quality for data-efficient or effective ML, data/query pricing, and ML-enhanced algorithms. In the past, I proposed the topic of Civil Computing with the mission of using data-driven techniques to improve every individual citizen’s daily life where three typical beneficial domains are House Seeking, Site Selection and Transportation Planning, and a brief summary of highlighted work can be found in a SIGMOD blog.
I am passionate in solving pressing real-world problems, from which I extract and formalize fundamental research questions, propose theoretically sound and practically feasible-to-deploy solutions. On top of that, I have been developing a range of human-in-the-loop data exploration tools to bring big data back to a human scale, to make big data empower everyone for optimal decision making.
I am passionate in solving pressing real-world problems, from which I extract and formalize fundamental research questions, propose theoretically sound and practically feasible-to-deploy solutions. On top of that, I have been developing a range of human-in-the-loop data exploration tools to bring big data back to a human scale, to make big data empower everyone for optimal decision making.
Research Interests
Papers共 207 篇Author StatisticsCo-AuthorSimilar Experts
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IEEE Transactions on Knowledge and Data Engineeringno. 99 (2024): 1-16
IEEE Transactions on Knowledge and Data Engineeringno. 99 (2024): 1-12
PROCEEDINGS OF THE VLDB ENDOWMENTno. 6 (2024): 1310-1323
IEEE Transactions on Knowledge and Data Engineeringno. 99 (2024): 1-12
The VLDB Journalpp.1-26, (2024)
CoRR (2024)
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Proc. VLDB Endow.no. 7 (2024): 1642-1654
ICDEpp.1860-1873, (2023)
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