Search Results for author: Xihua Chen

Found 3 papers, 2 papers with code

STEM: Unleashing the Power of Embeddings for Multi-task Recommendation

1 code implementation16 Aug 2023 Liangcai Su, Junwei Pan, Ximei Wang, Xi Xiao, Shijie Quan, Xihua Chen, Jie Jiang

Surprisingly, negative transfer still occurs in existing MTL methods on samples that receive comparable feedback across tasks.

Multi-Task Learning Recommendation Systems

Temporal Interest Network for User Response Prediction

1 code implementation15 Aug 2023 Haolin Zhou, Junwei Pan, Xinyi Zhou, Xihua Chen, Jie Jiang, Xiaofeng Gao, Guihai Chen

To fill this gap, we propose a Temporal Interest Network (TIN) to capture the semantic-temporal correlation simultaneously between behaviors and the target.

Click-Through Rate Prediction Recommendation Systems

AdaTask: A Task-aware Adaptive Learning Rate Approach to Multi-task Learning

no code implementations28 Nov 2022 Enneng Yang, Junwei Pan, Ximei Wang, Haibin Yu, Li Shen, Xihua Chen, Lei Xiao, Jie Jiang, Guibing Guo

In this paper, we propose to measure the task dominance degree of a parameter by the total updates of each task on this parameter.

Multi-Task Learning Recommendation Systems

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