Concepedia

Time-aware Graph Embedding

Time-Aware Graph Embedding is a dynamic network analysis method that captures the evolving structure of temporal graphs by mapping nodes into time-parameterized low-dimensional vector spaces, preserving both topological relationships and temporal dynamics across discrete or continuous time stamps.

9

Publications

786

Citations

37

Authors

20

Institutions

Publications per year

2017–2026

9

Parents

Publications

9

HyTE: Hyperplane-based Temporally aware Knowledge Graph Embedding

Shib Sankar Dasgupta, Swayambhu Nath Ray, Partha Talukdar · 2018 · 471 citations · Full text

, , +16

Time2Graph: Revisiting Time Series Modeling with Dynamic Shapelets

Ziqiang Cheng, Yang Yang, Wei Wang et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2020 · 73 citations · Full text

, , +12

Dynamic Network Embeddings: From Random Walks to Temporal Random Walks

Giang Nguyen, John Boaz Lee, Ryan A. Rossi et al. · 2018 · 63 citations

, , +13

User community detection via embedding of social network structure and temporal content

Hossein Fani, Eric Jiang, Ebrahim Bagheri et al. · Information Processing & Management · 2019 · 60 citations

, , +13

Time2Graph+: Bridging Time Series and Graph Representation Learning via Multiple Attentions

Ziqiang Cheng, Yang Yang, Shuo Jiang et al. · IEEE Transactions on Knowledge and Data Engineering · 2021 · 34 citations

, , +13

1–5 of 9

Authors

37

  1. ZC
    Ziqiang Cheng

    Zhejiang University, China

    2 publications · 107 citations

    2

    h-index

  2. WH
    Wenjie Hu

    Zhejiang University, China

    2 publications · 107 citations

    2

    h-index

  3. YL
    Yuqi Li

    Peking University, China

    1 publications · 20 citations

    1

    h-index

  4. RA
    Ryan A. Rossi

    Adobe Systems (United States), United States

    1 publications · 63 citations

    1

    h-index

  5. JB
    John Boaz Lee

    Adobe Systems (United States), United States

    1 publications · 63 citations

    1

    h-index

1–5 of 37

Institutions

20

  1. State Grid Corporation of China (China)

    Beijing, China

    2 h-index

    2 publications

    107 citations

  2. Peking University

    Beijing, China

    2 h-index

    4 publications

    133 citations

  3. Zhejiang University

    Hangzhou, China

    2 h-index

    5 publications

    326 citations

  4. Worcester Polytechnic Institute

    Worcester, United States

    1 h-index

    2 publications

    126 citations

  5. Adobe Systems (United States)

    San Jose, United States

    1 h-index

    2 publications

    126 citations

  6. Toronto Metropolitan University

    Toronto, Canada

    1 h-index

    3 publications

    180 citations

  7. Power Grid Corporation (India)

    Gurgaon, India

    1 h-index

    1 publications

    73 citations

  8. Zayed University

    Abu Dhabi, United Arab Emirates

    1 h-index

    1 publications

    60 citations

1–8 of 20

Venues

  1. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 1 publications · 34 citations

    2

    h-index

  2. 1

    h-index

  3. Information Processing & Management

    1 publications · 60 citations

    1

    h-index

  4. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 1 publications · 73 citations

    1

    h-index

  5. Pattern Recognition

    1 publications · 27 citations

    1

    h-index

1–5