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Wenjie Xu

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Principled Preferential Bayesian Optimization

Feb 08, 2024
Wenjie Xu, Wenbin Wang, Yuning Jiang, Bratislav Svetozarevic, Colin N. Jones

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Multi-Agent Bayesian Optimization with Coupled Black-Box and Affine Constraints

Oct 02, 2023
Wenjie Xu, Yuning Jiang, Bratislav Svetozarevic, Colin N. Jones

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Data-driven adaptive building thermal controller tuning with constraints: A primal-dual contextual Bayesian optimization approach

Oct 01, 2023
Wenjie Xu, Bratislav Svetozarevic, Loris Di Natale, Philipp Heer, Colin N Jones

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Bayesian Optimization of Expensive Nested Grey-Box Functions

Jun 08, 2023
Wenjie Xu, Yuning Jiang, Bratislav Svetozarevic, Colin N. Jones

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Pre-trained Language Model with Prompts for Temporal Knowledge Graph Completion

May 13, 2023
Wenjie Xu, Ben Liu, Miao Peng, Xu Jia, Min Peng

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Primal-Dual Contextual Bayesian Optimization for Control System Online Optimization with Time-Average Constraints

Apr 12, 2023
Wenjie Xu, Yuning Jiang, Bratislav Svetozarevic, Colin N. Jones

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Violation-Aware Contextual Bayesian Optimization for Controller Performance Optimization with Unmodeled Constraints

Jan 28, 2023
Wenjie Xu, Colin N Jones, Bratislav Svetozarevic, Christopher R. Laughman, Ankush Chakrabarty

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CONFIG: Constrained Efficient Global Optimization for Closed-Loop Control System Optimization with Unmodeled Constraints

Nov 21, 2022
Wenjie Xu, Yuning Jiang, Bratislav Svetozarevic, Colin N. Jones

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SMiLE: Schema-augmented Multi-level Contrastive Learning for Knowledge Graph Link Prediction

Oct 10, 2022
Miao Peng, Ben Liu, Qianqian Xie, Wenjie Xu, Hua Wang, Min Peng

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Lower Bounds on the Worst-Case Complexity of Efficient Global Optimization

Sep 20, 2022
Wenjie Xu, Yuning Jiang, Emilio T. Maddalena, Colin N. Jones

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