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Author IDs
ORCID iD: 0000-0002-7295-4853
Scopus Author ID: 57219572061
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Collaborations from the last five years
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Research output
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Offline Multi-Objective Bandits: From Logged Data to Pareto-Optimal Policies
Cheng, J., Lai, S., Yao, S. & Xue, B., 23 Jan 2026, (Presented) Proceedings of the 40th Annual AAAI Conference on Artificial Intelligence. Association for the Advancement of Artificial IntelligenceResearch output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
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Parametric Pareto Set Learning for Expensive Multi-Objective Optimization
Cheng, J., Xue, B. & Zhang, Q., 2026, 40th Annual AAAI Conference on Artificial Intelligence (AAAI-26). Association for the Advancement of Artificial IntelligenceResearch output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
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Beyond the Lower Bound: Bridging Regret Minimization and Best Arm Identification in Lexicographic Bandits
Xue, B., Wan, Y., Lu, Z. & Zhang, Q., 8 Nov 2025, (Accepted/In press/Filed). 9 p.Research output: Conference Papers › RGC 32 - Refereed conference paper (without host publication) › peer-review
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DREAM: Improving Video-Text Retrieval Through Relevance-Based Augmentation Using Large Foundation Models
Wang, Y., Yuan, S., Xue, B., Jian, X., Pang, W., Wang, M. & Yu, N., Apr 2025, Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies. Chiruzzo, L., Ritter, A. & Wang, L. (eds.). Association for Computational Linguistics, Vol. 1: Long Papers. p. 3037-3056 (North American Chapter of the Association for Computational Linguistics (NAACL)).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Open AccessFile1 Link opens in a new tab Citation (Scopus)9 Downloads (CityUHK Scholars) -
Lexicographic Lipschitz Bandits: New Algorithms and a Lower Bound
Xue, B., Cheng, J., Liu, F., Wang, Y., Zhang, L. & Zhang, Q., 2025, In: Journal of Machine Learning Research. 26, 56 p., 223.Research output: Journal Publications and Reviews › RGC 22 - Publication in policy or professional journal › peer-review
Open AccessFile3 Downloads (CityUHK Scholars)