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 • 30 Jul 2020 • He Huang, Yuanwei Chen, Wei Tang, Wenhao Zheng, Qing-Guo Chen, Yao Hu, Philip Yu
On the other hand, there is a large semantic gap between seen and unseen classes in the existing multi-label classification datasets.
no code implementations • 8 Jan 2020 • Shu-Ting Shi, Wenhao Zheng, Jun Tang, Qing-Guo Chen, Yao Hu, Jianke Zhu, Ming Li
Click-through rate (CTR) prediction is an essential task in industrial applications such as video recommendation.