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Asymptotic Statistical Analysis of $f$-divergence GAN


Sep 14, 2022
Xinwei Shen, Kani Chen, Tong Zhang

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Reframed GES with a Neural Conditional Dependence Measure


Jun 17, 2022
Xinwei Shen, Shengyu Zhu, Jiji Zhang, Shoubo Hu, Zhitang Chen

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* Accepted to UAI 2022 

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A Fair and Efficient Hybrid Federated Learning Framework based on XGBoost for Distributed Power Prediction


Jan 08, 2022
Haizhou Liu, Xuan Zhang, Xinwei Shen, Hongbin Sun

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* 10 pages, 11 figures, 2 tables and 3 frameworks 

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A Federated Learning Framework for Smart Grids: Securing Power Traces in Collaborative Learning


Apr 01, 2021
Haizhou Liu, Xuan Zhang, Xinwei Shen, Hongbin Sun

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Disentangled Generative Causal Representation Learning


Oct 06, 2020
Xinwei Shen, Furui Liu, Hanze Dong, Qing Lian, Zhitang Chen, Tong Zhang

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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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Bidirectional Generative Modeling Using Adversarial Gradient Estimation


Feb 21, 2020
Xinwei Shen, Tong Zhang, Kani Chen

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