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Generalizable Information Theoretic Causal Representation


Feb 17, 2022
Mengyue Yang, Xinyu Cai, Furui Liu, Xu Chen, Zhitang Chen, Jianye Hao, Jun Wang


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Debiased Recommendation with User Feature Balancing


Jan 16, 2022
Mengyue Yang, Guohao Cai, Furui Liu, Zhenhua Dong, Xiuqiang He, Jianye Hao, Jun Wang, Xu Chen


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Top-N Recommendation with Counterfactual User Preference Simulation


Sep 13, 2021
Mengyue Yang, Quanyu Dai, Zhenhua Dong, Xu Chen, Xiuqiang He, Jun Wang


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Causal World Models by Unsupervised Deconfounding of Physical Dynamics


Dec 28, 2020
Minne Li, Mengyue Yang, Furui Liu, Xu Chen, Zhitang Chen, Jun Wang


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CausalVAE: Structured Causal Disentanglement in Variational Autoencoder


Apr 18, 2020
Mengyue Yang, Furui Liu, Zhitang Chen, Xinwei Shen, Jianye Hao, Jun Wang


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Hierarchical Adaptive Contextual Bandits for Resource Constraint based Recommendation


Apr 06, 2020
Mengyue Yang, Qingyang Li, Zhiwei Qin, Jieping Ye

* Accepted for publication at WWW (The Web Conference) 2020 

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