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Kevin Xia 0001

Kevin Muyuan Xia

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affiliation: Columbia University, New York, NY, USA
affiliation (former): Purdue University, West Lafayette, USA

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Journal Articles

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2021
[j2]
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  - journals/jim/LeeXDRS21
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  - https://dblp.org/rec/journals/jim/LeeXDRS21
Wo Jae Lee, Kevin Xia, Nancy L. Denton, Bruno Ribeiro, John W. Sutherland:
Development of a speed invariant deep learning model with application to condition monitoring of rotating machinery. J. Intell. Manuf. 32(2): 393-406 (2021)
2018
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Asish Ghoshal, Jinyi Zhang, Michael A. Roth, Kevin Muyuan Xia, Ananth Y. Grama, Somali Chaterji:
A Distributed Classifier for MicroRNA Target Prediction with Validation Through TCGA Expression Data. IEEE ACM Trans. Comput. Biol. Bioinform. 15(4): 1037-1051 (2018)

Conference and Workshop Papers

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2024
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  - conf/aaai/0001B24
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Kevin Xia, Elias Bareinboim:
Neural Causal Abstractions. AAAI 2024: 20585-20595
2023
[c3]
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  - conf/iclr/XiaPB23
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Kevin Muyuan Xia, Yushu Pan, Elias Bareinboim:
Neural Causal Models for Counterfactual Identification and Estimation. ICLR 2023
2022
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  - conf/cvpr/MaoXW0YBV22
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Chengzhi Mao, Kevin Xia, James Wang, Hao Wang, Junfeng Yang, Elias Bareinboim, Carl Vondrick:
Causal Transportability for Visual Recognition. CVPR 2022: 7511-7521
2021
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Kevin Xia, Kai-Zhan Lee, Yoshua Bengio, Elias Bareinboim:
The Causal-Neural Connection: Expressiveness, Learnability, and Inference. NeurIPS 2021: 10823-10836

Informal and Other Publications

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2024
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  - journals/corr/abs-2401-02602
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Kevin Xia, Elias Bareinboim:
Neural Causal Abstractions. CoRR abs/2401.02602 (2024)
2022
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  - journals/corr/abs-2204-12363
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Chengzhi Mao, Kevin Xia, James Wang, Hao Wang, Junfeng Yang, Elias Bareinboim, Carl Vondrick:
Causal Transportability for Visual Recognition. CoRR abs/2204.12363 (2022)
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  - journals/corr/abs-2210-00035
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Kevin Xia, Yushu Pan, Elias Bareinboim:
Neural Causal Models for Counterfactual Identification and Estimation. CoRR abs/2210.00035 (2022)
2021
[i1]
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  - journals/corr/abs-2107-00793
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Kevin Xia, Kai-Zhan Lee, Yoshua Bengio, Elias Bareinboim:
The Causal-Neural Connection: Expressiveness, Learnability, and Inference. CoRR abs/2107.00793 (2021)

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