Multi-interest Sequential Recommendation

Multi-Interest Sequential Recommendation is a sequential recommendation approach that models users' evolving preferences by capturing multiple distinct interests within their interaction sequences, thereby distinguishing itself from traditional methods that represent users as single, unified interest vectors.

Publications

631

Citations

Authors

Institutions

Publications per year

2017–2026

Parents

Sequential Recommendation

Publications

Controllable Multi-Interest Framework for Recommendation

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

Computing, Cloud Computing, Computer Science +12

Routing Micro-videos via A Temporal Graph-guided Recommendation System

Yongqi Li, Meng Liu, Chaoran Cui et al. · 2019 · 63 citations

Computing, Computer Science, Machine Learning +14

When Multi-Level Meets Multi-Interest

Jianxin Chang, Yanan Niu, Yang Song et al. · Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval · 2022 · 60 citations

Computing, Computer Science, Machine Learning +14

Joint Internal Multi-Interest Exploration and External Domain Alignment for Cross Domain Sequential Recommendation

Weiming Liu, Xiaolin Zheng, Chaochao Chen et al. · 2023 · 52 citations

Computing, Data Science, Data Mining +13

Multi-interest Diversification for End-to-end Sequential Recommendation

Wanyu Chen, Pengjie Ren, Fei Cai et al. · ACM Transactions on Information Systems · 2021 · 42 citations

Computing, Computer Science, Data Mining +10

1–5 of 9

Authors

HY
Hongxia Yang
Alibaba Group (China), China
2 publications · 324 citations
2
h-index
YC
Yukuo Cen
Tsinghua University, China
2 publications · 324 citations
2
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JZ
Jianwei Zhang
University at Albany, State University of New York, United States
2 publications · 324 citations
2
h-index
JT
Jie Tang
Tsinghua University, China
2 publications · 324 citations
2
h-index
CZ
Chang Zhou
Alibaba Group (China), China
2 publications · 324 citations
2
h-index

1–5 of 41

Institutions

1–8 of 15

Venues

Expert Systems with Applications
1 publications · 16 citations
1
h-index
Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval
Conference · 1 publications · 60 citations
1
h-index
ACM Transactions on Information Systems
1 publications · 42 citations
1
h-index
Proceedings of the 31st ACM International Conference on Information & Knowledge Management
Conference · 1 publications · 34 citations
1
h-index
arXiv (Cornell University)
Repository · 1 publications · 16 citations
1
h-index

1–5