Search Results for author: Shaohu Chen

Found 3 papers, 0 papers with code

Denoising Time Cycle Modeling for Recommendation

no code implementations5 Feb 2024 Sicong Xie, Qunwei Li, Weidi Xu, Kaiming Shen, Shaohu Chen, Wenliang Zhong

We define the subset of user behaviors that are irrelevant to the target item as noises, which limits the performance of target-related time cycle modeling and affect the recommendation performance.

Denoising Recommendation Systems

Device-Cloud Collaborative Recommendation via Meta Controller

no code implementations7 Jul 2022 Jiangchao Yao, Feng Wang, Xichen Ding, Shaohu Chen, Bo Han, Jingren Zhou, Hongxia Yang

To overcome this issue, we propose a meta controller to dynamically manage the collaboration between the on-device recommender and the cloud-based recommender, and introduce a novel efficient sample construction from the causal perspective to solve the dataset absence issue of meta controller.

counterfactual Device-Cloud Collaboration

Cannot find the paper you are looking for? You can Submit a new open access paper.