Search Results for author: Zhongwen Guo

Found 3 papers, 1 papers with code

Modeling Multi-aspect Preferences and Intents for Multi-behavioral Sequential Recommendation

no code implementations26 Sep 2023 Haobing Liu, Jianyu Ding, Yanmin Zhu, Feilong Tang, Jiadi Yu, Ruobing Jiang, Zhongwen Guo

To extract multi-aspect preferences from target behaviors, we propose a multi-aspect projection mechanism for generating multiple preference representations from multiple aspects.

Sequential Recommendation

Gated Res2Net for Multivariate Time Series Analysis

1 code implementation19 Sep 2020 Chao Yang, Mingxing Jiang, Zhongwen Guo, Yu-An Liu

Through the utilization of gated mechanism, the network can control the process of information sending hence can better capture and utilize the both the temporal information and the correlations between the feature maps.

Time Series Time Series Analysis

Student's t-Generative Adversarial Networks

no code implementations6 Nov 2018 Jinxuan Sun, Guoqiang Zhong, Yang Chen, Yongbin Liu, Tao Li, Zhongwen Guo

We propose a new method referring to conditional GAN, which equipments the latent noise with mixture of Student's t-distribution with attention mechanism in addition to class information.

Image Generation

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