Haoyang Zheng

According to our database, Haoyang Zheng authored at least 13 papers between 2017 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Self-Supervised Continuous Colormap Recovery from a 2D Scalar Field Visualization without a Legend.

Hongxu Liu, Xinyu Chen, Haoyang Zheng, Manyi Li, Zhenfan Liu, Fumeng Yang, Yunhai Wang, Changhe Tu, Qiong Zeng

CoRR, July, 2025

LAPD: Langevin-Assisted Bayesian Active Learning for Physical Discovery.

Cindy Xiangrui Kong, Haoyang Zheng, Guang Lin

CoRR, March, 2025

Muti-Fidelity Prediction and Uncertainty Quantification with Laplace Neural Operators for Parametric Partial Differential Equations.

Haoyang Zheng, Guang Lin

CoRR, February, 2025

Exploring Non-Convex Discrete Energy Landscapes: A Langevin-Like Sampler with Replica Exchange.

Haoyang Zheng, Ruqi Zhang, Guang Lin

CoRR, January, 2025

2024

HomPINNs: Homotopy physics-informed neural networks for solving the inverse problems of nonlinear differential equations with multiple solutions.

Haoyang Zheng, Yao Huang, Ziyang Huang, Wenrui Hao, Guang Lin

J. Comput. Phys., March, 2024

LES-SINDy: Laplace-Enhanced Sparse Identification of Nonlinear Dynamical Systems.

Haoyang Zheng, Guang Lin

CoRR, 2024

Constrained Exploration via Reflected Replica Exchange Stochastic Gradient Langevin Dynamics.

Haoyang Zheng, Hengrong Du, Qi Feng, Wei Deng, Guang Lin

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Accelerating Approximate Thompson Sampling with Underdamped Langevin Monte Carlo.

Haoyang Zheng, Wei Deng, Christian Moya, Guang Lin

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2022

Data-driven causal model discovery and personalized prediction in Alzheimer's disease.

Haoyang Zheng, Jeffrey R. Petrella, P. Murali Doraiswamy, Guang Lin, Wenrui Hao

npj Digit. Medicine, 2022

2021

PCNN: A physics-constrained neural network for multiphase flows.

Haoyang Zheng, Ziyang Huang, Guang Lin

CoRR, 2021

2018

Failure mode and effects analysis based on D numbers and TOPSIS.

Tian Bian, Haoyang Zheng, Likang Yin, Yong Deng

Qual. Reliab. Eng. Int., 2018

Evaluation method based on fuzzy relations between Dempster-Shafer belief structure.

Haoyang Zheng, Yong Deng

Int. J. Intell. Syst., 2018

2017

Fuzzy evidential influence diagram and its evaluation algorithm.

Haoyang Zheng, Yong Deng, Yong Hu

Knowl. Based Syst., 2017