Concepedia

Cross-domain Sequential Recommendation

Cross-Domain Sequential Recommendation is a sequential recommendation framework that leverages sequential user behavior from one domain to improve recommendation accuracy in another domain by transferring knowledge across domains with distinct item spaces.

21

Publications

1.4K

Citations

91

Authors

32

Institutions

Publications per year

2017–2026

21

Parents

Publications

21

Towards Universal Sequence Representation Learning for Recommender Systems

Yupeng Hou, Shanlei Mu, Wayne Xin Zhao et al. · Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining · 2022 · 250 citations

, , +12

Learning Vector-Quantized Item Representation for Transferable Sequential Recommenders

Yupeng Hou, Zhankui He, Julian McAuley et al. · 2023 · 130 citations

, , +15

π-Net

Muyang Ma, Pengjie Ren, Yujie Lin et al. · 2019 · 113 citations

, , +9

DA-GCN: A Domain-aware Attentive Graph Convolution Network for Shared-account Cross-domain Sequential Recommendation

Lei Guo, Li Tang, Tong Chen et al. · 2021 · 105 citations · Full text

, , +16

Contrastive Cross-Domain Sequential Recommendation

Jiangxia Cao, Xin Cong, Jiawei Sheng et al. · Proceedings of the 31st ACM International Conference on Information & Knowledge Management · 2022 · 99 citations · Full text

, , +12

1–5 of 21

Authors

91

  1. LG
    Lei Guo

    Shandong Normal University, China

    4 publications · 228 citations

    4

    h-index

  2. HY
    Hongzhi Yin

    The University of Queensland, Australia

    4 publications · 228 citations

    4

    h-index

  3. TC
    Tong Chen

    The University of Queensland, Australia

    4 publications · 228 citations

    4

    h-index

  4. PR
    Pengjie Ren

    Shandong University, China

    3 publications · 224 citations

    3

    h-index

  5. MM
    Muyang Ma

    Shandong University, China

    3 publications · 224 citations

    3

    h-index

1–5 of 91

Institutions

32

  1. Shandong Normal University

    Jinan, China

    5 h-index

    14 publications

    791 citations

  2. The University of Queensland

    Brisbane, Australia

    4 h-index

    8 publications

    456 citations

  3. Zhejiang University

    Hangzhou, China

    4 h-index

    12 publications

    623 citations

  4. Shandong University

    Jinan, China

    3 h-index

    17 publications

    1.2K citations

  5. University of Chinese Academy of Sciences

    Beijing, China

    3 h-index

    9 publications

    467 citations

  6. University of Amsterdam

    Amsterdam, The Netherlands

    3 h-index

    4 publications

    337 citations

  7. Microsoft Research Asia (China)

    Beijing, China

    2 h-index

    3 publications

    44 citations

  8. Alibaba Group (China)

    Hangzhou, China

    2 h-index

    6 publications

    336 citations

1–8 of 32

Venues

  1. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 2 publications · 112 citations

    2

    h-index

  2. arXiv (Cornell University)

    Repository · 1 publications · 15 citations

    1

    h-index

  3. Proceedings of the 30th ACM International Conference on Multimedia

    Conference · 1 publications · 60 citations

    1

    h-index

  4. Journal of Computer Science and Technology

    1 publications · 14 citations

    1

    h-index

  5. 1

    h-index

1–5