Concepedia

Content Representation Learning

Content Representation Learning is a machine learning approach that, within the domain of content-based recommendation, specifically focuses on automatically extracting and structuring informative, latent feature representations from raw content data to enable effective item modeling and personalized user preference prediction.

205

Publications

11.3K

Citations

712

Authors

239

Institutions

Publications per year

2017–2026

127

Parents

Publications

205

Characterizing Microblogs with Topic Models

Daniel Ramage, Susan Dumais, Dan Liebling · Proceedings of the International AAAI Conference on Web and Social Media · 2010 · 724 citations · Full text

, , +10

Collaborative Variational Autoencoder for Recommender Systems

Xiaopeng Li, James She · 2017 · 455 citations

, , +15

StyTr<sup>2</sup>: Image Style Transfer with Transformers

Yingying Deng, Fan Tang, Weiming Dong et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 359 citations

, , +13

Joint Representation Learning for Top-N Recommendation with Heterogeneous Information Sources

Yongfeng Zhang, Qingyao Ai, Xu Chen et al. · 2017 · 319 citations

, , +11

Neural News Recommendation with Attentive Multi-View Learning

Chuhan Wu, Fangzhao Wu, Mingxiao An et al. · 2019 · 253 citations · Full text

, , +12

1–5 of 205

Authors

712

  1. FW
    Fangzhao Wu

    Tsinghua University, China

    9 publications · 873 citations

    9

    h-index

  2. CW
    Chuhan Wu

    Tsinghua University, China

    8 publications · 822 citations

    8

    h-index

  3. YH
    Yongfeng Huang

    Tsinghua University, China

    8 publications · 822 citations

    8

    h-index

  4. CX
    Changsheng Xu

    Chinese Academy of Sciences, China

    7 publications · 706 citations

    7

    h-index

  5. LN
    Liqiang Nie

    Shandong University, China

    6 publications · 501 citations

    6

    h-index

1–5 of 712

Institutions

239

  1. Tsinghua University

    Beijing, China

    13 h-index

    29 publications

    2.7K citations

  2. University of Science and Technology of China

    Hefei, China

    11 h-index

    18 publications

    1.3K citations

  3. Microsoft Research Asia (China)

    Beijing, China

    10 h-index

    18 publications

    1.3K citations

  4. National University of Singapore

    Singapore, Singapore

    7 h-index

    23 publications

    2.8K citations

  5. Peking University

    Beijing, China

    7 h-index

    15 publications

    667 citations

  6. Chinese Academy of Sciences

    Beijing, China

    6 h-index

    15 publications

    466 citations

  7. Wuhan University

    Wuhan, China

    6 h-index

    12 publications

    754 citations

  8. Institute of Automation

    Beijing, China

    6 h-index

    25 publications

    1.4K citations

1–8 of 239

Venues

  1. IEEE Transactions on Multimedia

    12 publications · 716 citations

    12

    h-index

  2. arXiv (Cornell University)

    Repository · 10 publications · 326 citations

    9

    h-index

  3. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 6 publications · 431 citations

    6

    h-index

  4. IEEE Access

    4 publications · 90 citations

    4

    h-index

  5. Applied Intelligence

    3 publications · 78 citations

    3

    h-index

1–5