Concepedia

Robust Sequential Recommendation

Robust Sequential Recommendation is a sequential recommendation framework that enhances predictive reliability under noisy, sparse, or adversarial user behavior by explicitly modeling uncertainties and distributional shifts in user interaction sequences.

6

Publications

256

Citations

18

Authors

11

Institutions

Publications per year

2017–2026

6

Parents

Publications

6

CauseRec: Counterfactual User Sequence Synthesis for Sequential Recommendation

2021 · 113 citations · Full text

, , +13

MISSRec: Pre-training and Transferring Multi-modal Interest-aware Sequence Representation for Recommendation

Jinpeng Wang, Ziyun Zeng, Yunxiao Wang et al. · 2023 · 52 citations · Full text

, , +13

Hierarchical Context Enabled Recurrent Neural Network for Recommendation

Kyungwoo Song, Mingi Ji, Sungrae Park et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2019 · 29 citations · Full text

, , +13

Rethinking Cross-Domain Sequential Recommendation under Open-World Assumptions

Wujiang Xu, Qitian Wu, Runzhong Wang et al. · 2024 · 29 citations · Full text

, , +14

Mutual Wasserstein Discrepancy Minimization for Sequential Recommendation

Ziwei Fan, Zhiwei Liu, Hao Peng et al. · 2023 · 22 citations

, , +14

1–5 of 6

Authors

18

  1. HZ
    Hai-Tao Zheng

    University of California, Santa Barbara, United States

    1 publications · 52 citations

    1

    h-index

  2. JW
    Jinpeng Wang

    Renmin University of China, China

    1 publications · 52 citations

    1

    h-index

  3. ZZ
    Ziyun Zeng

    Tsinghua University, China

    1 publications · 52 citations

    1

    h-index

  4. ZF
    Ziwei Fan

    University of Illinois Chicago, United States

    1 publications · 22 citations

    1

    h-index

  5. XL
    Xingyu Lu

    University of Chicago, United States

    1 publications · 52 citations

    1

    h-index

1–5 of 18

Institutions

11

  1. Zhejiang University

    Hangzhou, China

    1 h-index

    4 publications

    452 citations

  2. University of Illinois Chicago

    Chicago, United States

    1 h-index

    2 publications

    44 citations

  3. Naver (South Korea)

    Seongnam-si, South Korea

    1 h-index

    1 publications

    29 citations

  4. Brazosport Eye Institute

    Lake Jackson, United States

    1 h-index

    1 publications

    22 citations

  5. National University of Singapore

    Singapore, Singapore

    1 h-index

    1 publications

    113 citations

  6. Korea Advanced Institute of Science and Technology

    Daejeon, South Korea

    1 h-index

    3 publications

    87 citations

  7. Huawei Technologies (China)

    Shenzhen, China

    1 h-index

    1 publications

    52 citations

  8. Tsinghua University

    Beijing, China

    1 h-index

    8 publications

    416 citations

1–8 of 11

Venues

  1. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 1 publications · 29 citations

    1

    h-index

  2. Neural Networks

    1 publications · 15 citations

  3. Applied Intelligence

    1 publications · 10 citations

1–3