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Collaborative Semantic Aggregation and Calibration for Separated Domain Generalization


Oct 13, 2021
Junkun Yuan, Xu Ma, Defang Chen, Kun Kuang, Fei Wu, Lanfen Lin


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Learning Domain-Invariant Relationship with Instrumental Variable for Domain Generalization


Oct 04, 2021
Junkun Yuan, Xu Ma, Kun Kuang, Ruoxuan Xiong, Mingming Gong, Lanfen Lin


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Domain-Specific Bias Filtering for Single Labeled Domain Generalization


Oct 02, 2021
Junkun Yuan, Xu Ma, Defang Chen, Kun Kuang, Fei Wu, Lanfen Lin


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Auto IV: Counterfactual Prediction via Automatic Instrumental Variable Decomposition


Jul 13, 2021
Junkun Yuan, Anpeng Wu, Kun Kuang, Bo Li, Runze Wu, Fei Wu, Lanfen Lin

* 12 pages 

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Learning Decomposed Representation for Counterfactual Inference


Jun 12, 2020
Anpeng Wu, Kun Kuang, Junkun Yuan, Bo Li, Pan Zhou, Jianrong Tao, Qiang Zhu, Yueting Zhuang, Fei Wu


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Subgraph Networks with Application to Structural Feature Space Expansion


Apr 01, 2019
Qi Xuan, Jinhuan Wang, Minghao Zhao, Junkun Yuan, Chenbo Fu, Zhongyuan Ruan, Guanrong Chen

* 12 pages, 9 figures 

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