Concepedia

Multi-interest Modeling

Multi-Interest Modeling is a recommendation modeling approach that captures a user’s diverse and potentially time-varying interests within a unified representation framework by disentangling multiple distinct preference vectors from sequential interaction data.

46

Publications

2.4K

Citations

207

Authors

68

Institutions

Publications per year

2017–2026

36

Parents

Publications

46

Multi-Interest Network with Dynamic Routing for Recommendation at Tmall

Chao Li, Zhiyuan Liu, Mengmeng Wu et al. · 2019 · 354 citations

, , +12

Controllable Multi-Interest Framework for Recommendation

Yukuo Cen, Jianwei Zhang, Xu Zou et al. · 2020 · 308 citations

, , +12

A hybrid collaborative filtering method for multiple-interests and multiple-content recommendation in E-Commerce

Li Yu, Lu Liu, Xuefeng Li · Expert Systems with Applications · 2004 · 214 citations

, , +14

DiffuRec: A Diffusion Model for Sequential Recommendation

Zihao Li, Aixin Sun · ACM Transactions on Information Systems · 2023 · 130 citations

, , +10

Deep Multi-Interest Network for Click-through Rate Prediction

Zhibo Xiao, Luwei Yang, Wen Jiang et al. · 2020 · 114 citations

, , +13

1–5 of 46

Authors

207

  1. CL
    Chenliang Li

    Wuhan University, China

    3 publications · 71 citations

    3

    h-index

  2. LL
    Lu Liu

    University of Derby, United Kingdom

    3 publications · 251 citations

    3

    h-index

  3. PH
    Pipei Huang

    Alibaba Group (China), China

    2 publications · 405 citations

    2

    h-index

  4. YL
    Yu Li

    System Equipment (China), China

    2 publications · 28 citations

    2

    h-index

  5. YC
    Yukuo Cen

    Tsinghua University, China

    2 publications · 324 citations

    2

    h-index

1–5 of 207

Institutions

68

  1. Alibaba Group (China)

    Hangzhou, China

    6 h-index

    27 publications

    4.7K citations

  2. Tsinghua University

    Beijing, China

    5 h-index

    15 publications

    1.3K citations

  3. Beihang University

    Beijing, China

    4 h-index

    9 publications

    812 citations

  4. Hong Kong University of Science and Technology

    Hong Kong, Hong Kong

    3 h-index

    6 publications

    537 citations

  5. Renmin University of China

    Beijing, China

    3 h-index

    5 publications

    336 citations

  6. Wuhan University

    Wuhan, China

    3 h-index

    6 publications

    341 citations

  7. Zhejiang University

    Hangzhou, China

    3 h-index

    11 publications

    541 citations

  8. University of Technology Sydney

    Sydney, Australia

    3 h-index

    3 publications

    432 citations

1–8 of 68

Venues

  1. ACM Transactions on Information Systems

    3 publications · 211 citations

    3

    h-index

  2. Expert Systems with Applications

    3 publications · 256 citations

    3

    h-index

  3. arXiv (Cornell University)

    Repository · 3 publications · 89 citations

    3

    h-index

  4. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 3 publications · 47 citations

    3

    h-index

  5. 2

    h-index

1–5