Jiangneng Li

Jiangneng Li

PhD Candidate

Nanyang Technological University

Biography

I (李 江能) am currently a PhD candidate at Nanyang Technological University, Singapore, co-supervised by Prof. Gao Cong and Prof. Han Mao Kiah. Prior to joining NTU, I obtained my B.E. degree in Computer Science from Beihang University, advised by Prof. Yongxin Tong.

My research interests are mainly in database management, multimedia data analytics, and AI×DB. My current research topics are as follows:

  • Autonomous driving data management and analytics, e.g., efficient query processing on point cloud data (SIGMOD’25).
  • Applied machine learning for database modules optimization, e.g., cardinality estimation (VLDB’22), learned indexes (VLDB’23).
  • I also did some spatio-temporal data management and mining research (GeoInformatica’20, Big Data’22).

Email: jiangnen002 AT e.ntu.edu.sg

Recent Publications

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(2024). MAST: Towards Efficient Analytical Query Processing on Point Cloud Data. SIGMOD 2025.

(2023). Towards Designing and Learning Piecewise Space-Filling Curves. VLDB 2023.

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(2022). On Inferring User Socioeconomic Status with Mobility Records. IEEE Big Data 2022.

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Teaching

  • [MH1301] Discrete Mathematics, Teaching Assistant, 2022Spring, 2022Fall, 2023Spring, 2024Fall.
  • [MH1802] Introduction to Probability and Statistical Methods, Teaching Assistant, 2022Spring.

Professional Service

Program Committee:

  • [2025] ICLR, AISTATS
  • [2024] Neurips