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Causal Inference in Recommender Systems: A Survey of Strategies for Bias Mitigation, Explanation, and Generalization


Jan 03, 2023
Yaochen Zhu, Jing Ma, Jundong Li

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Mutually-Regularized Dual Collaborative Variational Auto-encoder for Recommendation Systems


Nov 21, 2022
Yaochen Zhu, Zhenzhong Chen

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Deep Deconfounded Content-based Tag Recommendation for UGC with Causal Intervention


May 28, 2022
Yaochen Zhu, Xubin Ren, Jing Yi, Zhenzhong Chen

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Deep Causal Reasoning for Recommendations


Jan 06, 2022
Yaochen Zhu, Jing Yi, Jiayi Xie, Zhenzhong Chen

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Cross-modal Variational Auto-encoder for Content-based Micro-video Background Music Recommendation


Jul 15, 2021
Jing Yi, Yaochen Zhu, Jiayi Xie, Zhenzhong Chen

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Collaborative Variational Bandwidth Auto-encoder for Recommender Systems


May 17, 2021
Yaochen Zhu, Zhenzhong Chen

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Predicting the Popularity of Micro-videos with Multimodal Variational Encoder-Decoder Framework


Mar 28, 2020
Yaochen Zhu, Jiayi Xie, Zhenzhong Chen

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