Personal profile
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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Collaborations and top research areas from the last five years
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From System 1 to System 2: A Survey of Reasoning Large Language Models
Zhang, D., Li, Z. Z., Zhang, M. L., Zhang, J., Liu, Z., Yao, Y., Xu, H., Zheng, J., Chen, X., Zhang, Y., Yin, F., Dong, J., Guo, Z., Song, L. & Liu, C. L., 2026, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 48, 3, p. 3335-3354 20 p.Research output: Contribution to journal › Article › peer-review
Open Access4 Link opens in a new tab Scopus citations -
Linear convergence of proximal gradient method for linear sparse SVM
Jiao, X., Lian, H., Liu, J. & Zhang, Y., Feb 2026, In: Neural Networks. 194, 108162.Research output: Contribution to journal › Article › peer-review
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Conformal Off-Policy Prediction
Zhang, Y., Shi, C. & Luo, S., 2023, In: Proceedings of Machine Learning Research. 206, p. 2751-2768 18 p.Research output: Contribution to journal › Conference article › peer-review
9 Link opens in a new tab Scopus citations -
Triple-Hybrid Energy-based Model Makes Better Calibrated Natural Language Understanding Models
Xu, H. & Zhang, Y., 2023, EACL 2023 - 17th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 274-285 12 p. (EACL 2023 - 17th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Conference).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access2 Link opens in a new tab Scopus citations -
Single-index Thresholding in Quantile Regression
Zhang, Y., Wang, H. J. & Zhu, Z., 2022, In: Journal of the American Statistical Association. 117, 540, p. 2222-2237 16 p.Research output: Contribution to journal › Article › peer-review
Open Access13 Link opens in a new tab Scopus citations