Houpu Yao

According to our database, Houpu Yao authored at least 10 papers between 2019 and 2025.

Collaborative distances:

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

2025

MFEA-Net: A pixel-adaptive multigrid finite element analysis neural network for efficient material response prediction.

Changyu Meng, Houpu Yao, Yongming Liu

Neurocomputing, 2025

2022

An Efficient and Robust System for Vertically Federated Random Forest.

Houpu Yao, Jiazhou Wang, Peng Dai, Liefeng Bo, Yanqing Chen

CoRR, 2022

2021

Fedlearn-Algo: A flexible open-source privacy-preserving machine learning platform.

Bo Liu, Chaowei Tan, Jiazhou Wang, Tao Zeng, Huasong Shan, Houpu Yao, Heng Huang, Peng Dai, Liefeng Bo, Yanqing Chen

CoRR, 2021

2020

Structural dynamics simulation using a novel physics-guided machine learning method.

Yang Yu, Houpu Yao, Yongming Liu

Eng. Appl. Artif. Intell., 2020

FEA-Net: A Physics-guided Data-driven Model for Efficient Mechanical Response Prediction.

Houpu Yao, Yi Gao, Yongming Liu

CoRR, 2020

2019

Robust and Generalizable Machine Learning through Generative Models,Adversarial Training, and Physics Priors.

Houpu Yao

PhD thesis, 2019

Improving Model Robustness with Transformation-Invariant Attacks.

Houpu Yao, Zhe Wang, Guangyu Nie, Yassine Mazboudi, Yezhou Yang, Yi Ren

CoRR, 2019

A Robust and Efficient Cooler Design Inspired by Leaf Venation.

Houpu Yao, Rui Dai, Hamidreza Marvi

Proceedings of the Biomimetic and Biohybrid Systems - 8th International Conference, 2019

Image Decomposition and Classification Through a Generative Model.

Houpu Yao, Malcolm Regan, Yezhou Yang, Yi Ren

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Low-cost Measurement of Industrial Shock Signals via Deep Learning Calibration.

Houpu Yao, Jingjing Wen, Yi Ren, Bin Wu, Ze Ji

Proceedings of the IEEE International Conference on Acoustics, 2019