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Haoyang Zheng
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2020 – today
- 2025
- [i7]Haoyang Zheng, Ruqi Zhang, Guang Lin:
Exploring Non-Convex Discrete Energy Landscapes: A Langevin-Like Sampler with Replica Exchange. CoRR abs/2501.17323 (2025) - [i6]Haoyang Zheng, Guang Lin:
Muti-Fidelity Prediction and Uncertainty Quantification with Laplace Neural Operators for Parametric Partial Differential Equations. CoRR abs/2502.00550 (2025) - 2024
- [j5]Haoyang Zheng, Yao Huang, Ziyang Huang, Wenrui Hao
, Guang Lin
:
HomPINNs: Homotopy physics-informed neural networks for solving the inverse problems of nonlinear differential equations with multiple solutions. J. Comput. Phys. 500: 112751 (2024) - [c2]Haoyang Zheng, Wei Deng, Christian Moya, Guang Lin:
Accelerating Approximate Thompson Sampling with Underdamped Langevin Monte Carlo. AISTATS 2024: 2611-2619 - [c1]Haoyang Zheng, Hengrong Du, Qi Feng, Wei Deng, Guang Lin:
Constrained Exploration via Reflected Replica Exchange Stochastic Gradient Langevin Dynamics. ICML 2024 - [i5]Haoyang Zheng, Wei Deng, Christian Moya, Guang Lin
:
Accelerating Approximate Thompson Sampling with Underdamped Langevin Monte Carlo. CoRR abs/2401.11665 (2024) - [i4]Haoyang Zheng, Hengrong Du, Qi Feng, Wei Deng, Guang Lin
:
Constrained Exploration via Reflected Replica Exchange Stochastic Gradient Langevin Dynamics. CoRR abs/2405.07839 (2024) - [i3]Haoyang Zheng, Guang Lin
:
LES-SINDy: Laplace-Enhanced Sparse Identification of Nonlinear Dynamical Systems. CoRR abs/2411.01719 (2024) - 2023
- [i2]Haoyang Zheng, Yao Huang, Ziyang Huang, Wenrui Hao
, Guang Lin
:
HomPINNs: homotopy physics-informed neural networks for solving the inverse problems of nonlinear differential equations with multiple solutions. CoRR abs/2304.02811 (2023) - 2022
- [j4]Haoyang Zheng
, Jeffrey R. Petrella
, P. Murali Doraiswamy, Guang Lin
, Wenrui Hao
:
Data-driven causal model discovery and personalized prediction in Alzheimer's disease. npj Digit. Medicine 5 (2022) - 2021
- [i1]Haoyang Zheng, Ziyang Huang, Guang Lin:
PCNN: A physics-constrained neural network for multiphase flows. CoRR abs/2109.08965 (2021)
2010 – 2019
- 2018
- [j3]Haoyang Zheng
, Yong Deng:
Evaluation method based on fuzzy relations between Dempster-Shafer belief structure. Int. J. Intell. Syst. 33(7): 1343-1363 (2018) - [j2]Tian Bian, Haoyang Zheng
, Likang Yin, Yong Deng:
Failure mode and effects analysis based on D numbers and TOPSIS. Qual. Reliab. Eng. Int. 34(4): 501-515 (2018) - 2017
- [j1]Haoyang Zheng
, Yong Deng
, Yong Hu:
Fuzzy evidential influence diagram and its evaluation algorithm. Knowl. Based Syst. 131: 28-45 (2017)
Coauthor Index

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