Personal profile
Author IDs
ORCID iD: 0000-0002-3852-645X
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Dive into the research topics where Xiaoyuan ZHANG 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
Recent external collaboration based on locations. Dive into details by clicking on the dots or
Research output
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Adaptive Online Mirror Descent for Tchebycheff Scalarization in Multi-Objective Learning
Liu, M., Zhang, X., Xie, C., Donahue, K. & Zhao, H., Mar 2026, In: Transactions on Machine Learning Research. 2026-March, 39 p.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Open Access -
PMGDA: A Preference-based Multiple Gradient Descent Algorithm
Zhang, X., Lin, X. & Zhang, Q., Apr 2026, In: IEEE Transactions on Emerging Topics in Computational Intelligence. 10, 2, p. 1098-1110 13 p.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
2 Link opens in a new tab Citations (Scopus) -
Dealing With Structure Constraints in Evolutionary Pareto Set Learning
Lin, X., Zhang, X., Yang, Z. & Zhang, Q., Jun 2025, In: IEEE Transactions on Evolutionary Computation. 29, 3, p. 616-630Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
9 Link opens in a new tab Citations (Scopus) -
Few for Many: Tchebycheff Set Scalarization for Many-Objective Optimization
Lin, X., Liu, Y., Zhang, X., Liu, F., Wang, Z. & Zhang, Q., 2025, 13th International Conference on Learning Representations (ICLR 2025). International Conference on Learning Representations, ICLR, 31 p.Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Open Access3 Link opens in a new tab Citations (Scopus) -
Multiobjective Distribution Matching
Zhang, X., Li, P., Yu, Y., Zhang, Y., Zhao, H. & Zhang, Q., 2025, Proceedings of the 42nd International Conference on Machine Learning. ML Research Press, Vol. 267. p. 75413-75426 14 p. (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 Access
Prizes
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Outstanding Academic Performance Award for Research Degree Students (non UGC-funded students)
ZHANG, X. (Recipient), 16 Aug 2024
Prize: RGC 64B - Prizes and awards
Thesis
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Pareto Machine Learning: Theories, Systems, and Applications
ZHANG, X. (Author), ZHANG, Q. (Supervisor), 9 May 2025Student thesis: Doctoral Thesis