Concepedia

Graph-based Fusion

Graph-Based Fusion is a data integration framework that uses graph structures to model relationships among heterogeneous data sources, distinguishing itself by leveraging node-edge representations to enable joint inference and information propagation across modalities in multi-omics, multisensor, and object detection contexts.

171

Publications

11.3K

Citations

743

Authors

270

Institutions

Publications per year

2017–2026

144

Parents

Publications

171

Point-GNN: Graph Neural Network for 3D Object Detection in a Point Cloud

Weijing Shi, Raj Rajkumar · 2020 · 935 citations

, , +13

HGNN<sup>+</sup>: General Hypergraph Neural Networks

Yue Gao, Yifan Feng, Shuyi Ji et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2022 · 462 citations

, , +12

EEG emotion recognition using fusion model of graph convolutional neural networks and LSTM

Yongqiang Yin, Xiangwei Zheng, Bin Hu et al. · Applied Soft Computing · 2020 · 459 citations

, , +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

Multi-graph fusion for multi-view spectral clustering

Zhao Kang, Guoxin Shi, Shudong Huang et al. · Knowledge-Based Systems · 2019 · 287 citations

, , +9

1–5 of 171

Authors

743

  1. EZ
    En Zhu

    National University of Defense Technology, China

    5 publications · 315 citations

    5

    h-index

  2. JC
    Jocelyn Chanussot

    Institut polytechnique de Grenoble, France

    5 publications · 147 citations

    5

    h-index

  3. WL
    Wenzhi Liao

    Ghent University, Belgium

    4 publications · 270 citations

    4

    h-index

  4. XL
    Xinwang Liu

    National University of Defense Technology, China

    4 publications · 288 citations

    4

    h-index

  5. YW
    Yongxin Wang

    Shandong University, China

    3 publications · 338 citations

    3

    h-index

1–5 of 743

Institutions

270

  1. Harbin Institute of Technology

    Harbin, China

    10 h-index

    24 publications

    1.1K citations

  2. University of Electronic Science and Technology of China

    Chengdu, China

    9 h-index

    27 publications

    2.7K citations

  3. Chinese Academy of Sciences

    Beijing, China

    8 h-index

    29 publications

    1.4K citations

  4. Huazhong University of Science and Technology

    Wuhan, China

    7 h-index

    16 publications

    804 citations

  5. University of Chinese Academy of Sciences

    Beijing, China

    6 h-index

    13 publications

    556 citations

  6. National University of Defense Technology

    Changsha, China

    6 h-index

    21 publications

    1.2K citations

  7. University at Buffalo, State University of New York

    Buffalo, United States

    6 h-index

    15 publications

    338 citations

  8. GIPSA-Lab

    Grenoble, France

    5 h-index

    5 publications

    147 citations

1–8 of 270

Venues

  1. arXiv (Cornell University)

    Repository · 7 publications · 329 citations

    7

    h-index

  2. Information Fusion

    9 publications · 363 citations

    7

    h-index

  3. Knowledge-Based Systems

    6 publications · 609 citations

    6

    h-index

  4. 6

    h-index

  5. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 5 publications · 118 citations

    5

    h-index

1–5