Concepedia

Temporal Graph Learning

Temporal Graph Learning is a subfield of graph-based learning that focuses on modeling and analyzing graph-structured data where the nodes, edges, or attributes evolve over time, incorporating temporal dynamics into the representation and inference processes.

221

Publications

16.2K

Citations

931

Authors

276

Institutions

Publications per year

2017–2026

205

Parents

Publications

221

Graph WaveNet for Deep Spatial-Temporal Graph Modeling

Zonghan Wu, Shirui Pan, Guodong Long et al. · 2019 · 2.7K citations · Full text

, , +14

Heterogeneous Graph Transformer

Ziniu Hu, Yuxiao Dong, Kuansan Wang et al. · 2020 · 1.3K citations · Full text

, , +15

DySAT

Aravind Sankar, Yanhong Wu, Liang Gou et al. · 2020 · 580 citations

, , +14

Continuous-Time Dynamic Network Embeddings

Giang Nguyen, John Boaz Lee, Ryan A. Rossi et al. · 2018 · 540 citations · Full text

, , +13

Deriving Validity Time in Knowledge Graph

Julien Leblay, Melisachew Wudage Chekol · 2018 · 403 citations · Full text

, , +16

1–5 of 221

Authors

931

  1. LC
    Lei Chen

    Hong Kong University of Science and Technology, Hong Kong SAR China

    4 publications · 124 citations

    4

    h-index

  2. PS
    Philip S. Yu

    University of Illinois Chicago, United States

    4 publications · 253 citations

    4

    h-index

  3. YS
    Yanyan Shen

    Shanghai Jiao Tong University, China

    4 publications · 124 citations

    4

    h-index

  4. YX
    Yun Xiong

    Fudan University, China

    4 publications · 215 citations

    4

    h-index

  5. GN
    Giang Nguyen

    Intel (United States), United States

    3 publications · 621 citations

    3

    h-index

1–5 of 931

Institutions

276

  1. Peking University

    Beijing, China

    11 h-index

    24 publications

    1.2K citations

  2. Shanghai Jiao Tong University

    Shanghai, China

    11 h-index

    30 publications

    2.1K citations

  3. University of Chinese Academy of Sciences

    Beijing, China

    9 h-index

    40 publications

    3.5K citations

  4. Beihang University

    Beijing, China

    9 h-index

    25 publications

    2.3K citations

  5. Beijing University of Posts and Telecommunications

    Beijing, China

    7 h-index

    14 publications

    503 citations

  6. Hong Kong University of Science and Technology

    Hong Kong, Hong Kong

    7 h-index

    14 publications

    567 citations

  7. University of Hong Kong

    Pok Fu Lam, Hong Kong

    7 h-index

    9 publications

    311 citations

  8. Zhejiang University

    Hangzhou, China

    7 h-index

    30 publications

    671 citations

1–8 of 276

Venues

  1. arXiv (Cornell University)

    Repository · 31 publications · 1K citations

    18

    h-index

  2. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 10 publications · 505 citations

    10

    h-index

  3. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 8 publications · 657 citations

    8

    h-index

  4. Knowledge-Based Systems

    4 publications · 277 citations

    4

    h-index

  5. IEEE Access

    4 publications · 154 citations

    4

    h-index

1–5