Personal profile
Author IDs
ORCID iD: 0000-0002-2078-0812
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 8 Decent Work and Economic Growth
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Dive into the research topics where Xiangqian SUN 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
- 3 RGC 32 - Refereed conference paper (with host publication)
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The Causal Impact of Credit Lines on Spending Distributions
Li, Y., Leung, C. H., Sun, X., Wang, C., Huang, Y., Yan, X., Wu, Q., Wang, D. & Huang, Z., 2024, Proceedings of the 38th AAAI Conference on Artificial Intelligence. Dy, J., Natarajan, S. & Wooldridge, M. (eds.). Washington, DC: AAAI Press, p. 180-187 (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 38, no. 1).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Open Access4 Link opens in a new tab Citations (Scopus) -
A Unified Perspective on Regularization and Perturbation in Differentiable Subset Selection
Sun, X., Leung, C. H., LI, Y. & Wu, Q., Apr 2023, Proceedings of the 26th International Conference on Artificial Intelligence and Statistics (AISTATS) 2023. Ruiz, F., Dy, J. & van de Meent, J.-W. (eds.). PMLR, Vol. 206. p. 4629-4642 (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 Access1 Link opens in a new tab Citation (Scopus) -
DeLELSTM: Decomposition-based Linear Explainable LSTM to Capture Instantaneous and Long-term Effects in Time Series
WANG, C., LI, Y., SUN, X., WU, Q., Wang, D. & Huang, Z., Aug 2023, Proceedings of the 32nd International Joint Conference on Artificial Intelligence (IJCAI 2023). International Joint Conferences on Artificial Intelligence, p. 4299-4307 (IJCAI International Joint Conference on Artificial Intelligence; vol. 2023-August).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Open Access6 Link opens in a new tab Citations (Scopus)
Thesis
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Structural Inference via Machine Learning: Tail Dependence Modeling and Subset Selection
SUN, X. (Author), HAO, G. (Supervisor), WU, Q. (Co-supervisor), XIAO, Y. (Supervisor) & PANG, Z. (External Co-Supervisor), 1 Jun 2023Student thesis: Doctoral Thesis