Concepedia

Temporal Graphs

Temporal Graphs is a mathematical structure that extends static graphs by incorporating time-stamped edges or time-varying vertex adjacencies, thereby modeling dynamic interactions that evolve over time within a discrete or continuous temporal domain.

330

Publications

20.9K

Citations

986

Authors

389

Institutions

Publications per year

2017–2026

220

Variants

Dynamic GraphsTime-varying Graphs

Parents

Publications

330

A Survey on Knowledge Graphs: Representation, Acquisition, and Applications

Shaoxiong Ji, Shirui Pan, Erik Cambria et al. · IEEE Transactions on Neural Networks and Learning Systems · 2021 · 2.7K citations · Full text

, , +15

Spatial-Temporal Fusion Graph Neural Networks for Traffic Flow Forecasting

Mengzhang Li, Zhanxing Zhu · Proceedings of the AAAI Conference on Artificial Intelligence · 2021 · 849 citations · Full text

, , +16

Modern temporal network theory: a colloquium

The European Physical Journal B · 2015 · 630 citations · Full text

, , +9

Time-varying graphs and dynamic networks

Arnaud Casteigts, Paola Flocchini, Walter Quattrociocchi et al. · International Journal of Parallel Emergent and Distributed Systems · 2012 · 567 citations

, , +17

Learning Sequence Encoders for Temporal Knowledge Graph Completion

Alberto García-Durán, Sebastijan Dumančić, Mathias Niepert · 2018 · 536 citations · Full text

, , +14

1–5 of 330

Authors

986

  1. HM
    Hendrik Molter

    Technische Universität Berlin, Germany

    11 publications · 265 citations

    11

    h-index

  2. YM
    Yunpu Ma

    Ludwig-Maximilians-Universität München, Germany

    11 publications · 596 citations

    11

    h-index

  3. VT
    Volker Tresp

    Siemens (Germany), Germany

    11 publications · 596 citations

    11

    h-index

  4. RN
    Rolf Niedermeier

    Technische Universität Berlin, Germany

    9 publications · 211 citations

    9

    h-index

  5. AC
    Arnaud Casteigts

    Laboratoire Bordelais de Recherche en Informatique, France

    7 publications · 708 citations

    7

    h-index

1–5 of 986

Institutions

389

  1. Chinese University of Hong Kong

    Hong Kong, Hong Kong

    12 h-index

    39 publications

    3.8K citations

  2. Technische Universität Berlin

    Berlin, Germany

    12 h-index

    49 publications

    1.2K citations

  3. University of Liverpool

    Liverpool, United Kingdom

    9 h-index

    14 publications

    683 citations

  4. Centre National de la Recherche Scientifique

    Paris, France

    9 h-index

    12 publications

    429 citations

  5. Ludwig-Maximilians-Universität München

    Munich, Germany

    8 h-index

    19 publications

    1.3K citations

  6. Siemens (Germany)

    Munich, Germany

    8 h-index

    21 publications

    1.6K citations

  7. Nanyang Technological University

    Singapore, Singapore

    8 h-index

    13 publications

    3.4K citations

  8. Zhejiang University

    Hangzhou, China

    8 h-index

    42 publications

    1.2K citations

1–8 of 389

Venues

  1. arXiv (Cornell University)

    Repository · 35 publications · 914 citations

    20

    h-index

  2. Proceedings of the VLDB Endowment

    PVLDB · 12 publications · 624 citations

    12

    h-index

  3. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 12 publications · 646 citations

    11

    h-index

  4. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 10 publications · 1.6K citations

    9

    h-index

  5. Journal of Computer and System Sciences

    5 publications · 407 citations

    5

    h-index

1–5