Concepedia

Heterogeneous Graph Features

Heterogeneous Graph Features is a graph representation construct that encapsulates node and edge attributes in graphs with multiple types of entities and relations, enabling the differentiation of structural and semantic heterogeneity inherent in complex relational data.

114

Publications

10.7K

Citations

473

Authors

177

Institutions

Publications per year

2017–2026

98

Parents

Publications

114

Heterogeneous Graph Attention Network

Xiao Wang, Houye Ji, Chuan Shi et al. · 2019 · 2.9K citations · Full text

, , +13

Heterogeneous Graph Neural Network

Chuxu Zhang, Dongjin Song, Chao Huang et al. · 2019 · 1.5K citations · Full text

, , +15

Multiview Clustering: A Scalable and Parameter-Free Bipartite Graph Fusion Method

Xuelong Li, Han Zhang, Rong Wang et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2020 · 455 citations

, , +14

Parameter-free auto-weighted multiple graph learning: a framework for multiview clustering and semi-supervised classification

Feiping Nie, Jing Li, Xuelong Li · Institutional Repository of Xi'an Institute of Optics and Fine Mechanics, Chinese Academy of Sciences (Xian Institute of Optics and Precision Mechanics) · 2016 · 410 citations

, , +14

Heterogeneous Graph Attention Networks for Semi-supervised Short Text Classification

Linmei Hu, Tianchi Yang, Chuan Shi et al. · 2019 · 339 citations · Full text

, , +16

1–5 of 114

Authors

473

  1. CS
    Chuan Shi

    Beijing University of Posts and Telecommunications, China

    4 publications · 3.5K citations

    4

    h-index

  2. YY
    Yanfang Ye

    Case Western Reserve University, United States

    4 publications · 3.2K citations

    4

    h-index

  3. TZ
    Tiangang Zhang

    Heilongjiang University, China

    3 publications · 98 citations

    3

    h-index

  4. PX
    Ping Xuan

    Heilongjiang University of Science and Technology, China

    3 publications · 98 citations

    3

    h-index

  5. HJ
    Houye Ji

    Beijing University of Posts and Telecommunications, China

    3 publications · 3.2K citations

    3

    h-index

1–5 of 473

Institutions

177

  1. Chinese Academy of Sciences

    Beijing, China

    9 h-index

    20 publications

    2.5K citations

  2. Tsinghua University

    Beijing, China

    6 h-index

    15 publications

    4.7K citations

  3. University of Chinese Academy of Sciences

    Beijing, China

    5 h-index

    14 publications

    1.1K citations

  4. Alibaba Group (China)

    Hangzhou, China

    5 h-index

    6 publications

    362 citations

  5. Beihang University

    Beijing, China

    5 h-index

    14 publications

    496 citations

  6. Microsoft Research Asia (China)

    Beijing, China

    4 h-index

    7 publications

    326 citations

  7. Beijing University of Posts and Telecommunications

    Beijing, China

    4 h-index

    15 publications

    13.7K citations

  8. Institute of Information Engineering

    Beijing, China

    4 h-index

    11 publications

    1.3K citations

1–8 of 177

Venues

  1. arXiv (Cornell University)

    Repository · 8 publications · 179 citations

    8

    h-index

  2. Briefings in Bioinformatics

    5 publications · 379 citations

    5

    h-index

  3. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 5 publications · 607 citations

    5

    h-index

  4. Bioinformatics

    4 publications · 333 citations

    4

    h-index

  5. 3

    h-index

1–5