Kangfei Zhao

Beijing Institute of Technology. (Tenure-track) Professor

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Email:zkf1105@gmail.com

I obtained my Ph.D. degree at The Chinese University of Hong Kong (CUHK) in 2019, under the supervison of Prof. Jeffrey Xu Yu. Prior to that, I received the B.Eng. from University of Science and Technology of China (USTC) in 2014.

My research concentrates on ML/DL for Graph and Databases, Graph Data Management, Graph Analytics and Algorithm, In-Database ML.

I’m looking for highly-motivated Ph.D., master and undergraduate students. If you are interested, please drop me an email with the CV. （I plan to support 2-3 master, 1-2 Ph.D. per year, providing personalized academic and career advising, and domestic/oversea intern/RA opportunities in industry and academia.)

selected publications

  1. VLDB
    Inductive Attributed Community Search: to Learn Communities across Graphs
    Shuheng Fang, Kangfei Zhao, Yu Rong, and 2 more authors
    Proc. VLDB Endow. 2024
  2. ICDE
    Community Search: A Meta Learning Approach
    Shuheng Fang, Kangfei Zhao, Guanghua Li, and 1 more author
    In 39th IEEE International Conference on Data Engineering, ICDE 2023 2023
  3. VLDB Journal
    Learned sketch for subgraph counting: a holistic approach
    Kangfei Zhao, Jeffrey Xu Yu, Qiyan Li, and 2 more authors
    The VLDB Journal 2023
  4. TKDE
    Finding Critical Users in Social Communities via Graph Convolutions
    Kangfei Zhao, Zhiwei Zhang, Yu Rong, and 2 more authors
    IEEE Trans. Knowl. Data Eng. 2023
  5. SIGMOD
    Lightweight and Accurate Cardinality Estimation by Neural Network Gaussian Process
    Kangfei Zhao, Jeffrey Xu Yu, Zongyan He, and 2 more authors
    In SIGMOD ’22: International Conference on Management of Data, Philadelphia, PA, USA, June 12 - 17, 2022 2022
  6. TKDE
    SQL-G: Efficient Graph Analytics by SQL
    Kangfei Zhao, Jiao Su, Jeffrey Xu Yu, and 1 more author
    IEEE Trans. Knowl. Data Eng. 2021
  7. SIGMOD
    A Learned Sketch for Subgraph Counting
    Kangfei Zhao, Jeffrey Xu Yu, Hao Zhang, and 2 more authors
    In SIGMOD ’21: International Conference on Management of Data, Virtual Event, China, June 20-25, 2021 2021
  8. SIGMOD
    All-in-One: Graph Processing in RDBMSs Revisited
    Kangfei Zhao, and Jeffrey Xu Yu
    In Proceedings of the 2017 ACM International Conference on Management of Data, SIGMOD Conference 2017, Chicago, IL, USA, May 14-19, 2017 2017