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Yanping Zheng

Gaoling School of Artificial Intelligence, Renmin University of China
Beijing, China



About Me

I received my Ph.D. in Artificial Intelligence from Gaoling School of Artificial Intelligence at Renmin University of China in June 2024, under the supervision of Prof. Zhewei Wei. Before that, I received my master’s degree of engineering from Beijing Technology and Business University in June 2020, under the supervision of Prof. Haisheng Li.

I was a visiting scientist from March 2023 to September 2023 in CSIRO, DATA61, advised by Prof. Jiajun Liu.

Research Interests

My research focuses on graph and learning algorithms. I am particularly interested in efficient algorithms on Graph Neural Networks, Dynamic Graph Representation Learning.

Publications

  1. A Survey of Dynamic Graph Neural Networks
    Yanping Zheng, Lu Yi, Zhewei Wei
    Frontiers of Computer Science (FCS), 2024.
    PDF BibTex

  2. Decoupled Graph Neural Networks for Large Dynamic Graphs
    Yanping Zheng, Zhewei Wei, Jiajun Liu
    Very Large Data Base Endowment (VLDB), 2023.
    PDF Code BibTex

  3. Instant Graph Neural Networks for Dynamic Graphs
    Yanping Zheng, Hanzhi Wang, Zhewei Wei, Jiajun Liu, Sibo Wang
    ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2022.
    PDF Code BibTex

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