About Me

Currently I am a fifth-year Ph.D. student in Computer Science and Engineering at the Hong Kong University of Science and Technology (HKUST), supervised by Professor Lei Chen. Prior to that, I obtained the M.Sc. degree in Information Technology from HKUST and the B.Eng. degree in Electronic Information Science and Technology from Jinan University (JNU).

Email: jlidw[AT]connect.ust.hk

Research Interests

Data-driven machine learning, time series data, spatial and temporal data.

Publications

• “SSIN: Self-Supervised Learning for Rainfall Spatial Interpolation.” [Paper] [Code]
  Jia Li, Yanyan Shen, Lei Chen, and Charles Wang Wai Ng. The 2023 ACM International Conference on Management of Data. (SIGMOD 2023)
  – Output of Project “Centre for Slope Safety”.

• “Rainfall Spatial Interpolation with Graph Neural Networks.” [Paper] [Code]
  Jia Li, Yanyan Shen, Lei Chen, and Charles Wang Wai Ng. The 28th International Conference on Database Systems for Advanced Applications. (DASFAA 2023)
  – Output of Project “Centre for Slope Safety”.

• “FluxEV: A Fast and Effective Unsupervised Framework for Time-Series Anomaly Detection.” [Paper] [Code]
  Jia Li, Shimin Di, Yanyan Shen, and Lei Chen. The 14th ACM International Conference on Web Search and Data Mining. (WSDM 2021)
  – Output of Project “Time Series Anomaly Analysis in AIOps”.

Research Projects

• “Centre for Slope Safety”, 2019 - Present.
  Task B1: Artificial Intelligence (AI) and Machine Learning (ML).
  Areas of Excellence (AoE) Project. (香港特別行政區政府卓越學科領域計劃)

• “Time Series Anomaly Analysis in AIOps”, 2019 - 2020.
  HKUST-WeBank Joint Laboratory Project.

Teaching Assistant

• COMP 2611: Computer Organization, HKUST. (Fall 2022, Fall 2021, Spring 2021, Spring 2020)
• MSBD 6000e: Introduction to FinTech, HKUST. (Spring 2020)
• MSBD 5002: Data Mining and Knowledge Discovery, HKUST. (Fall 2018)