Li, Shibo

16 publications

ICLR 2024 Functional Bayesian Tucker Decomposition for Continuous-Indexed Tensor Data Shikai Fang, Xin Yu, Zheng Wang, Shibo Li, Mike Kirby, Shandian Zhe

AISTATS 2024 Multi-Resolution Active Learning of Fourier Neural Operators Shibo Li, Xin Yu, Wei Xing, Robert Kirby, Akil Narayan, Shandian Zhe

ICLR 2024 Solving High Frequency and Multi-Scale PDEs with Gaussian Processes Shikai Fang, Madison Cooley, Da Long, Shibo Li, Mike Kirby, Shandian Zhe

NeurIPS 2023 Dynamic Tensor Decomposition via Neural Diffusion-Reaction Processes Zheng Wang, Shikai Fang, Shibo Li, Shandian Zhe

ICMLW 2023 Infinite-Fidelity Surrogate Learning via High-Order Gaussian Processes Shibo Li, Li Shi, Shandian Zhe

ICML 2023 Meta Learning of Interface Conditions for Multi-Domain Physics-Informed Neural Networks Shibo Li, Michael Penwarden, Yiming Xu, Conor Tillinghast, Akil Narayan, Mike Kirby, Shandian Zhe

AISTATS 2023 Meta-Learning with Adjoint Methods Shibo Li, Zheng Wang, Akil Narayan, Robert Kirby, Shandian Zhe

NeurIPS 2023 Streaming Factor Trajectory Learning for Temporal Tensor Decomposition Shikai Fang, Xin Yu, Shibo Li, Zheng Wang, Mike Kirby, Shandian Zhe

AISTATS 2022 Deep Multi-Fidelity Active Learning of High-Dimensional Outputs Shibo Li, Zheng Wang, Robert Kirby, Shandian Zhe

NeurIPS 2022 Batch Multi-Fidelity Active Learning with Budget Constraints Shibo Li, Jeff M Phillips, Xin Yu, Robert Kirby, Shandian Zhe

ICML 2022 Decomposing Temporal High-Order Interactions via Latent ODEs Shibo Li, Robert Kirby, Shandian Zhe

NeurIPS 2022 Infinite-Fidelity Coregionalization for Physical Simulation Shibo Li, Zheng Wang, Robert Kirby, Shandian Zhe

ICML 2022 Nonparametric Embeddings of Sparse High-Order Interaction Events Zheng Wang, Yiming Xu, Conor Tillinghast, Shibo Li, Akil Narayan, Shandian Zhe

NeurIPS 2021 Batch Multi-Fidelity Bayesian Optimization with Deep Auto-Regressive Networks Shibo Li, Robert Kirby, Shandian Zhe

NeurIPS 2020 Multi-Fidelity Bayesian Optimization via Deep Neural Networks Shibo Li, Wei Xing, Robert Kirby, Shandian Zhe

IJCAI 2020 Scalable Gaussian Process Regression Networks Shibo Li, Wei W. Xing, Robert M. Kirby, Shandian Zhe