1 code implementation • 8 Aug 2022 • Qianying Lin, Wen-Ji Zhou, Yanshi Wang, Qing Da, Qing-Guo Chen, Bing Wang
SAM supports efficient training and real-time inference for user behavior sequences with lengths on the scale of thousands.
no code implementations • 29 Sep 2021 • Qianying Lin, Wen-Ji Zhou, Yanshi Wang, Qing Da, Qing-Guo Chen, Bing Wang
Extensive empirical studies show that our method outperforms various state-of-the-art sequential modeling methods on both public and industrial datasets for long sequential user behavior modeling.
no code implementations • 16 Dec 2020 • Yuting Chen, Yanshi Wang, Yabo Ni, An-Xiang Zeng, Lanfen Lin
Finally, we employ a novel mutual unit to adaptively learn the similarity between various scenarios and incorporate it into multi-branch network.
Cultural Vocal Bursts Intensity Prediction Recommendation Systems
no code implementations • 24 Nov 2020 • Yanshi Wang, Jie Zhang, Qing Da, AnXiang Zeng
In this paper, we propose a novel neural network framework ESDF to tackle the above three challenges simultaneously.