Concepedia

Shared Latent Space Learning

Shared Latent Space Learning is a cross-domain recommendation method that projects user and item representations from multiple domains into a common latent space, enabling knowledge transfer by aligning structural and semantic patterns across domains while preserving domain-specific characteristics.

147

Publications

11.4K

Citations

502

Authors

216

Institutions

Publications per year

2017–2026

113

Parents

Publications

147

Joint Deep Modeling of Users and Items Using Reviews for Recommendation

Lei Zheng, Vahid Noroozi, Philip S. Yu · 2017 · 1K citations · Full text

, , +12

Adversarial Multi-task Learning for Text Classification

Pengfei Liu, Xipeng Qiu, Xuanjing Huang · 2017 · 596 citations · Full text

, , +16

Unsupervised Image-to-Image Translation Networks

Ming-Yu Liu · arXiv (Cornell University) · 2017 · 519 citations · Full text

, , +12

Style Transfer from Non-Parallel Text by Cross-Alignment

Tianxiao Shen, Tao Leí, Regina Barzilay et al. · arXiv (Cornell University) · 2017 · 442 citations · Full text

, , +13

Deep Collaborative Embedding for Social Image Understanding

Zechao Li, Jinhui Tang, Tao Mei · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2018 · 409 citations

, , +14

1–5 of 147

Authors

502

  1. ML
    Mingsheng Long

    Tsinghua University, China

    5 publications · 391 citations

    5

    h-index

  2. AT
    Alexander Tuzhilin

    New York University, United States

    5 publications · 399 citations

    5

    h-index

  3. JW
    Jianmin Wang

    Tsinghua University, China

    4 publications · 334 citations

    4

    h-index

  4. HX
    Hui Xiong

    Rutgers, The State University of New Jersey, United States

    3 publications · 66 citations

    3

    h-index

  5. CW
    Chengde Wan

    ETH Zurich, Switzerland

    3 publications · 215 citations

    3

    h-index

1–5 of 502

Institutions

216

  1. Tsinghua University

    Beijing, China

    9 h-index

    24 publications

    1.4K citations

  2. Chinese Academy of Sciences

    Beijing, China

    9 h-index

    30 publications

    1.3K citations

  3. University of Chinese Academy of Sciences

    Beijing, China

    8 h-index

    23 publications

    1.1K citations

  4. Rutgers, The State University of New Jersey

    New Brunswick, United States

    6 h-index

    10 publications

    273 citations

  5. New York University

    New York, United States

    5 h-index

    10 publications

    798 citations

  6. Institute of Computing Technology

    Beijing, China

    5 h-index

    16 publications

    474 citations

  7. University of Technology Sydney

    Sydney, Australia

    5 h-index

    11 publications

    945 citations

  8. Zhejiang University

    Hangzhou, China

    4 h-index

    11 publications

    401 citations

1–8 of 216

Venues

  1. arXiv (Cornell University)

    Repository · 17 publications · 1.8K citations

    14

    h-index

  2. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 7 publications · 472 citations

    7

    h-index

  3. Knowledge-Based Systems

    6 publications · 166 citations

    6

    h-index

  4. IEEE Transactions on Image Processing

    5 publications · 401 citations

    5

    h-index

  5. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 5 publications · 461 citations

    5

    h-index

1–5