Concepedia

Edge Feature Engineering

Edge Feature Engineering is a methodological framework within graph feature engineering that specifically focuses on constructing, transforming, or augmenting attributes associated with the edges of a graph to enhance the representational power of graph-based machine learning models.

52

Publications

1.8K

Citations

181

Authors

77

Institutions

Publications per year

2017–2026

24

Parents

Publications

52

A Review-aware Graph Contrastive Learning Framework for Recommendation

Jie Shuai, Kun Zhang, Le Wu et al. · Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval · 2022 · 159 citations · Full text

, , +12

In situ edge engineering in two-dimensional transition metal dichalcogenides

Xiahan Sang, Xufan Li, Wen Zhao et al. · Nature Communications · 2018 · 151 citations · Full text

, , +10

Learning Multi-dimensional Edge Feature-based AU Relation Graph for Facial Action Unit Recognition

Cheng Luo, Siyang Song, Weicheng Xie et al. · Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence · 2022 · 135 citations · Full text

, , +16

Breast tumors recognition based on edge feature extraction using support vector machine

Yangyang Liu, Ren Li, Xuehong Cao et al. · Biomedical Signal Processing and Control · 2020 · 76 citations

, , +16

EGA-Net: Edge feature enhancement and global information attention network for RGB-D salient object detection

Longsheng Wei, Guanyu Zong · Information Sciences · 2023 · 75 citations · Full text

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1–5 of 52

Authors

181

  1. ZS
    Zaifeng Shi

    Tianjin University, China

    1 publications · 35 citations

    1

    h-index

  2. RL
    Ren Li

    Tsinghua University, China

    1 publications · 76 citations

    1

    h-index

  3. JG
    Jianwei Gong

    Beijing Institute of Technology, China

    1 publications · 10 citations

    1

    h-index

  4. CM
    Congjie Mi

    Fudan University, China

    1 publications · 25 citations

    1

    h-index

  5. XC
    Xiaojun Cheng

    Boston University, United States

    1 publications · 15 citations

    1

    h-index

1–5 of 181

Institutions

77

  1. Institute of Computing Technology

    Beijing, China

    2 h-index

    5 publications

    258 citations

  2. Tsinghua University

    Beijing, China

    2 h-index

    2 publications

    172 citations

  3. Guangdong Institute of Intelligent Manufacturing

    Guangzhou, China

    1 h-index

    3 publications

    405 citations

  4. Beijing University of Posts and Telecommunications

    Beijing, China

    1 h-index

    3 publications

    57 citations

  5. China Three Gorges University

    Yichang, China

    1 h-index

    1 publications

    22 citations

  6. Shandong Institute of Automation

    Jinan, China

    1 h-index

    2 publications

    150 citations

  7. Fudan University

    Shanghai, China

    1 h-index

    4 publications

    100 citations

  8. Kobe University

    Kobe, Japan

    1 h-index

    2 publications

    24 citations

1–8 of 77

Venues

  1. Expert Systems with Applications

    2 publications · 90 citations

    2

    h-index

  2. IEEE Access

    2 publications · 40 citations

    2

    h-index

  3. Information Sciences

    1 publications · 75 citations

    1

    h-index

  4. Neurocomputing

    1 publications · 20 citations

    1

    h-index

  5. Mathematical Problems in Engineering

    MPE · 1 publications · 12 citations

    1

    h-index

1–5