AdSEE: Investigating the Impact of Image Style Editing on Advertisement Attractiveness

1 code implementation • 15 Sep 2023 • Liyao Jiang, Chenglin Li, Haolan Chen, Xiaodong Gao, Xinwang Zhong, Yang Qiu, Shani Ye, Di Niu

Online advertisements are important elements in e-commerce sites, social media platforms, and search engines.

iHAS: Instance-wise Hierarchical Architecture Search for Deep Learning Recommendation Models

no code implementations • 14 Sep 2023 • Yakun Yu, Shi-ang Qi, Jiuding Yang, Liyao Jiang, Di Niu

The searching stage identifies optimal instance-wise embedding dimensions across different field features via carefully designed Bernoulli gates with stochastic selection and regularizers.

Clustering feature selection +2