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Batch Multi-Fidelity Active Learning with Budget Constraints


Oct 23, 2022
Shibo Li, Jeff M. Phillips, Xin Yu, Robert M. Kirby, Shandian Zhe


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Meta Learning of Interface Conditions for Multi-Domain Physics-Informed Neural Networks


Oct 23, 2022
Shibo Li, Michael Penwarden, Robert M. Kirby, Shandian Zhe


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An Interpretable and Efficient Infinite-Order Vector Autoregressive Model for High-Dimensional Time Series


Sep 16, 2022
Yao Zheng, Shibo Li


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A novel learning-based robust model predictive control energy management strategy for fuel cell electric vehicles


Sep 12, 2022
Shibo Li, Zhuoran Hou, Liang Chu, Jingjing Jiang, Yuanjian Zhang

* 16 pages, 16 figures 

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Nonparametric Embeddings of Sparse High-Order Interaction Events


Jul 08, 2022
Zheng Wang, Yiming Xu, Conor Tillinghast, Shibo Li, Akil Narayan, Shandian Zhe

* 9 pages, ICML 2022 

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Infinite-Fidelity Coregionalization for Physical Simulation


Jul 01, 2022
Shibo Li, Zheng Wang, Robert M. Kirby, Shandian Zhe


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A Self-Guided Framework for Radiology Report Generation


Jun 19, 2022
Jun Li, Shibo Li, Ying Hu, Huiren Tao

* 11 pages, 3 figures, accepted by Medical Image Computing and Computer Assisted Intervention 2022(MICCAI 2022) 

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Meta-Learning with Adjoint Methods


Oct 16, 2021
Shibo Li, Zheng Wang, Akil Narayan, Robert Kirby, Shandian Zhe


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Batch Multi-Fidelity Bayesian Optimization with Deep Auto-Regressive Networks


Jun 18, 2021
Shibo Li, Robert M. Kirby, Shandian Zhe


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