Research output per year
Research output per year
Personal profile
Author IDs
ORCID iD: 0000-0001-7749-8685
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Dive into the research topics where Siyi WANG is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations from the last five years
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Research output
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Demystifying deep credit models in e-commerce lending: An explainable approach to consumer creditworthiness
Wang, C., Li, Y., Wang, S. & Wu, Q., 15 Mar 2025, In: Knowledge-Based Systems. 312, 21 p., 113141.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
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DIGNet: Learning Decomposed Patterns in Representation Balancing for Treatment Effect Estimation
Huang, Y., Wang, S., Leung, C. H., Wu, Q., Wang, D. & Huang, Z., Jun 2024, In: Transactions on Machine Learning Research. 2024, 35 p.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Open Access3 Citations (Scopus) -
Unveiling the Potential of Robustness in Selecting Conditional Average Treatment Effect Estimators
Huang, Y. (Co-first Author), Leung, C. H. (Co-first Author), Wang, S., Li, Y. & Wu, Q., 2024, NeurIPS Proceedings: Advances in Neural Information Processing Systems 37 (NeurIPS 2024). Globerson, A., Mackey, L., Belgrave, D., Fan, A., Paquet, U., Tomczak, J. & Zhang, C. (eds.). Neural Information Processing Systems (NeurIPS), (Advances in Neural Information Processing Systems).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Open Access -
Towards Balanced Representation Learning for Credit Policy Evaluation
Huang, Y., Leung, C. H., Ma, S., Yuan, Z., Wu, Q., Wang, S., Wang, D. & Huang, Z., Apr 2023, Proceedings of The 26th International Conference on Artificial Intelligence and Statistics. Ruiz, F., Dy, J. & van de Meent , J.-W. (eds.). PMLR, Vol. 206. p. 3677-3692 (Proceedings of Machine Learning Research).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Open Access3 Citations (Scopus) -
Risk and return prediction for pricing portfolios of non-performing consumer credit
Wang, S., Yan, X., Zheng, B., Wang, H., Xu, W., Peng, N. & Wu, Q., 4 May 2022, (Online published) ICAIF '21: Proceedings of the Second ACM International Conference on AI in Finance. Association for Computing Machinery, 10. (ICAIF - ACM International Conference on AI in Finance).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
4 Citations (Scopus)
Prizes
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Outstanding Academic Performance Award for Research Degree Students
WANG, S. (Recipient), 2022
Prize: RGC 64B - Prizes and awards
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Outstanding Academic Performance Award for Research Degree Students (non UGC-funded students)
WANG, S. (Recipient), 16 Aug 2022
Prize: RGC 64B - Prizes and awards
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Institutional Research Tuition Scholarship
WANG, S. (Recipient), 1 Sept 2024
Prize: RGC 64B - Prizes and awards
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Institutional Research Tuition Scholarship
WANG, S. (Recipient), 1 Sept 2022
Prize: RGC 64B - Prizes and awards
Thesis
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Causal Representation Learning for Heterogeneous Treatment Effect Estimation
WANG, S. (Author), WU, Q. (Supervisor), 24 Apr 2025Student thesis: Doctoral Thesis