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Yiyan Huang

City University of Hong Kong (CityU) - School of Data Science

Kowloon

Hong Kong

  • City University of Hong Kong (CityU) - School of Data Science

SCHOLARLY PAPERS

6

DOWNLOADS

359

TOTAL CITATIONS

2

Scholarly Papers (6)

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1.

Deep into The Domain Shift: Transfer Learning through Dependence Regularization

Number of pages: 13 Posted: 22 Sep 2022
Shumin Ma, Zhiri Yuan, Qi Wu, Yiyan Huang, Xixu Hu, Cheuk Hang Leung, Dongdong Wang and Zhixiang Huang
City University of Hong Kong (CityU) - School of Data Science, City University of Hong Kong (CityU), City University of Hong Kong, School of Data Science, City University of Hong Kong (CityU) - School of Data Science, City University of Hong Kong (CityU), City University of Hong Kong (CityU) - School of Data Science, JD Digits and JD Digits
Downloads 141 (524,371)

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domain adaptation, regularization, domain divergence, copula

2.

Robust Causal Learning for the Estimation of Average Treatment Effects

2022 International Joint Conference on Neural Networks (IJCNN 2022 Oral)
Number of pages: 15 Posted: 25 Oct 2022 Last Revised: 02 Jun 2023
Yiyan Huang, Cheuk Hang Leung, Qi Wu, Xing Yan, Shumin Ma, Zhiri Yuan, Dongdong Wang and Zhixiang Huang
City University of Hong Kong (CityU) - School of Data Science, City University of Hong Kong (CityU) - School of Data Science, City University of Hong Kong, School of Data Science, Renmin University of China, City University of Hong Kong (CityU) - School of Data Science, City University of Hong Kong (CityU), JD Digits and JD Digits
Downloads 73 (852,604)
Citation 2

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Treatment effect estimation, causal inference, economics, healthcare

3.

Towards Balanced Representation Learning for Credit Policy Evaluation

(AISTATS) 2023 Proceedings of the 26th International Conference on Artificial Intelligence and Statistics
Number of pages: 16 Posted: 10 May 2023
Yiyan Huang, Cheuk Hang Leung, Shumin Ma, Zhiri Yuan, Qi Wu, Siyi Wang, Dongdong Wang and Zhixiang Huang
City University of Hong Kong (CityU) - School of Data Science, City University of Hong Kong (CityU) - School of Data Science, City University of Hong Kong (CityU) - School of Data Science, City University of Hong Kong (CityU), City University of Hong Kong, School of Data Science, City University of Hong Kong (CityU) - School of Data Science, JD Digits and JD Digits
Downloads 58 (989,921)

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4.

Moderately-Balanced Representation Learning for Treatment Effects with Orthogonality Information

Number of pages: 14 Posted: 11 Oct 2022
Yiyan Huang, Cheuk Hang Leung, Shumin Ma, Qi Wu, Dongdong Wang and Zhixiang Huang
City University of Hong Kong (CityU) - School of Data Science, City University of Hong Kong (CityU) - School of Data Science, City University of Hong Kong (CityU) - School of Data Science, City University of Hong Kong, School of Data Science, JD Digits and JD Digits
Downloads 53 (1,041,696)

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Treatment effects, Causal inference, Representation learning

5.

Deep into The Domain Shift: Transfer Learning through Dependence Regularization

IEEE Transactions on Neural Networks and Learning Systems
Number of pages: 15 Posted: 14 Jun 2023
Shumin Ma, Zhiri Yuan, Qi Wu, Yiyan Huang, Xixu Hu, Cheuk Hang Leung, Dongdong Wang and Zhixiang Huang
BNU-HKBU United International College, City University of Hong Kong (CityU), City University of Hong Kong, School of Data Science, City University of Hong Kong (CityU) - School of Data Science, City University of Hong Kong (CityU), City University of Hong Kong (CityU) - School of Data Science, JD Digits and JD Digits
Downloads 34 (1,304,549)

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domain adaptation, regularization, domain divergence, copula

6.

The Causal Learning of Retail Delinquency

Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI-21)
Posted: 01 Mar 2021
Yiyan Huang, Cheuk Hang Leung, Xing Yan, Qi Wu, Nanbo Peng, Dongdong Wang and Zhixiang Huang
City University of Hong Kong (CityU) - School of Data Science, City University of Hong Kong (CityU) - School of Data Science, Renmin University of China, City University of Hong Kong, School of Data Science, JD Digits, JD Digits and JD Digits

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