Long-range Dependency Modeling

Long-Range Dependency Modeling is a computational framework in session-based recommendation systems that captures and leverages temporal dependencies across distant interactions within a session to improve preference prediction, distinguishing itself from short-term modeling approaches by explicitly accounting for non-adjacent item relationships over extended sequences.

219

Publications

28.4K

Citations

903

Authors

252

Institutions

Publications per year

2017–2026

194

Parents

Long-term ForecastingSession-based Recommendation

Publications

219

Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting

Haoyi Zhou, Shanghang Zhang, Jieqi Peng et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2021 · 6.1K citations · Full text

Computing, Computer Science, Forecasting +14

TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation

Jieneng Chen, Yongyi Lu, Qihang Yu et al. · arXiv (Cornell University) · 2021 · 3.8K citations · Full text

Computing, Computer Science, Health Informatics +15

Self-Attention Generative Adversarial Networks

Han Zhang, Ian Goodfellow, Dimitris Metaxas et al. · arXiv (Cornell University) · 2018 · 2.2K citations · Full text

Computing, Computer Science, Computer Vision +13

SwinFusion: Cross-domain Long-range Learning for General Image Fusion via Swin Transformer

Jiayi Ma, Linfeng Tang, Fan Fan et al. · IEEE/CAA Journal of Automatica Sinica · 2022 · 1.3K citations

Computing, Computer Science, Computer Vision +13

BiFormer: Vision Transformer with Bi-Level Routing Attention

Lei Zhu, Xinjiang Wang, Zhanghan Ke et al. · 2023 · 1K citations

Engineering, Computer Engineering, Computer Science +11

1–5 of 219

Authors

903

SL
Shujie Liu
Microsoft Research Asia (China), China
4 publications · 874 citations
4
h-index
YL
Yanqing Liu
Jiangnan University, China
3 publications · 860 citations
3
h-index
CS
Chunhua Shen
The University of Adelaide, Australia
3 publications · 304 citations
3
h-index
SZ
Sheng Zhao
Microsoft Research Asia (China), China
3 publications · 860 citations
3
h-index
GS
Guanglu Song
Chinese University of Hong Kong, Hong Kong SAR China
3 publications · 677 citations
3
h-index

1–5 of 903

Institutions

252

1–8 of 252

Venues

arXiv (Cornell University)
Repository · 43 publications · 8.7K citations
24
h-index
Proceedings of the AAAI Conference on Artificial Intelligence
Conference · 10 publications · 7.2K citations
10
h-index
IEEE Transactions on Geoscience and Remote Sensing
9 publications · 342 citations
8
h-index
IEEE Transactions on Pattern Analysis and Machine Intelligence
TPAMI · 5 publications · 1.5K citations
5
h-index
IEEE Transactions on Medical Imaging
5 publications · 356 citations
5
h-index

1–5