α
Research
Alpha Leak
Conferences
Topics
Top Authors
Rankings
Browse All
EN
中
Home
/
Authors
/
Shandian Zhe
Shandian Zhe
13
papers
1,091
total citations
papers (13)
Characterizing possible failure modes in physics-informed neural networks
NEURIPS 2021
arXiv
928
citations
Multi-Fidelity Bayesian Optimization via Deep Neural Networks
NEURIPS 2020
arXiv
63
citations
Batch Multi-Fidelity Active Learning with Budget Constraints
NEURIPS 2022
arXiv
19
citations
BayOTIDE: Bayesian Online Multivariate Time Series Imputation with Functional Decomposition
ICML 2024
arXiv
14
citations
Batch Multi-Fidelity Bayesian Optimization with Deep Auto-Regressive Networks
NEURIPS 2021
arXiv
14
citations
Recall Distortion in Neural Network Pruning and the Undecayed Pruning Algorithm
NEURIPS 2022
arXiv
12
citations
Solving High Frequency and Multi-Scale PDEs with Gaussian Processes
ICLR 2024
arXiv
10
citations
Streaming Factor Trajectory Learning for Temporal Tensor Decomposition
NEURIPS 2023
arXiv
8
citations
Infinite-Fidelity Coregionalization for Physical Simulation
NEURIPS 2022
arXiv
7
citations
Dynamic Tensor Decomposition via Neural Diffusion-Reaction Processes
NEURIPS 2023
arXiv
7
citations
Toward Efficient Kernel-Based Solvers for Nonlinear PDEs
ICML 2025
arXiv
7
citations
Arbitrarily-Conditioned Multi-Functional Diffusion for Multi-Physics Emulation
ICML 2025
arXiv
2
citations
Self-Adaptable Point Processes with Nonparametric Time Decays
NEURIPS 2021
0
citations