Concepedia

Node Feature Engineering

Node Feature Engineering is a methodological framework within graph feature engineering that specifically involves the systematic design, transformation, and augmentation of attribute data associated with individual nodes to enhance the representational quality and predictive performance of graph-based machine learning models.

28

Publications

12K

Citations

112

Authors

56

Institutions

Publications per year

2017–2026

21

Parents

Publications

28

node2vec

Aditya Grover, Jure Leskovec · 2016 · 10.9K citations

, , +16

Graph Convolutional Network and Convolutional Neural Network Based Method for Predicting lncRNA-Disease Associations

Ping Xuan, Shuxiang Pan, Tiangang Zhang et al. · Cells · 2019 · 173 citations · Full text

, , +17

Identity-aware Graph Neural Networks

Jiaxuan You, Jonathan M. Gomes-Selman, Rex Ying et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2021 · 135 citations · Full text

, , +14

FLAG: Adversarial Data Augmentation for Graph Neural Networks

Kezhi Kong, Guohao Li, Mucong Ding et al. · arXiv (Cornell University) · 2021 · 73 citations · Full text

, , +16

Enhanced Graph Isomorphism Network for Molecular ADMET Properties Prediction

Yuzhong Peng, Yanmei Lin, Xiao‐Yuan Jing et al. · IEEE Access · 2020 · 67 citations · Full text

, , +17

1–5 of 28

Authors

112

  1. JL
    Jure Leskovec

    Stanford University, United States

    4 publications · 11.1K citations

    4

    h-index

  2. MK
    Myunghwan Kim

    Stanford University, United States

    2 publications · 56 citations

    2

    h-index

  3. XR
    Xiaobin Rui

    China University of Mining and Technology, China

    1 publications · 43 citations

    1

    h-index

  4. JG
    Jun Gao

    Peking University, China

    1 publications · 17 citations

    1

    h-index

  5. YC
    Yang Chen

    Qinghai Normal University, China

    1 publications · 17 citations

    1

    h-index

1–5 of 112

Institutions

56

  1. Stanford University

    Stanford, United States

    4 h-index

    10 publications

    22.4K citations

  2. Northwestern Polytechnical University

    Xi'an, China

    2 h-index

    7 publications

    233 citations

  3. Tongji University

    Shanghai, China

    2 h-index

    3 publications

    126 citations

  4. United States Naval Academy

    Annapolis, United States

    2 h-index

    2 publications

    101 citations

  5. Peking University

    Beijing, China

    1 h-index

    3 publications

    51 citations

  6. Huaiyin Institute of Technology

    Huai'an, China

    1 h-index

    4 publications

    112 citations

  7. San Jose State University

    San Jose, United States

    1 h-index

    1 publications

    24 citations

  8. China University of Mining and Technology

    Xuzhou, China

    1 h-index

    4 publications

    172 citations

1–8 of 56

Venues

  1. IEEE Access

    4 publications · 179 citations

    4

    h-index

  2. arXiv (Cornell University)

    Repository · 3 publications · 128 citations

    3

    h-index

  3. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 2 publications · 152 citations

    2

    h-index

  4. International Journal of Intelligent Systems

    2 publications · 41 citations

    2

    h-index

  5. Computer Communications

    1 publications · 20 citations

    1

    h-index

1–5