Houpu Yao

12 papers B 1Misc 1Journal 8Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
MFEA-Net: A pixel-adaptive multigrid finite element analysis neural network for efficient material response prediction.
Neurocomputing
Changyu Meng, Houpu Yao, Yongming Liu
2022 J jnl
An Efficient and Robust System for Vertically Federated Random Forest.
CoRR
Houpu Yao, Jiazhou Wang, Peng Dai, Liefeng Bo, Yanqing Chen
2021 J jnl
Fedlearn-Algo: A flexible open-source privacy-preserving machine learning platform.
CoRR
Bo Liu, Chaowei Tan, Jiazhou Wang, Tao Zeng, Huasong Shan, Houpu Yao, Heng Huang, Peng Dai, Liefeng Bo, Yanqing Chen
2020 J jnl
FEA-Net: A Physics-guided Data-driven Model for Efficient Mechanical Response Prediction.
CoRR
Houpu Yao, Yi Gao, Yongming Liu
2020 J jnl
Structural dynamics simulation using a novel physics-guided machine learning method.
Eng. Appl. Artif. Intell.
Yang Yu, Houpu Yao, Yongming Liu
2019 — conf
A Robust and Efficient Cooler Design Inspired by Leaf Venation.
Living Machines
Houpu Yao, Rui Dai, Hamidreza Marvi
2019 B conf
Image Decomposition and Classification Through a Generative Model.
ICIP
Houpu Yao, Malcolm Regan, Yezhou Yang, Yi Ren
2019 J jnl
Image Decomposition and Classification through a Generative Model.
CoRR
Houpu Yao, Malcolm Regan, Yezhou Yang, Yi Ren
2019 J jnl
Improving Model Robustness with Transformation-Invariant Attacks.
CoRR
Houpu Yao, Zhe Wang, Guangyu Nie, Yassine Mazboudi, Yezhou Yang, Yi Ren
2019 Misc conf
Low-cost Measurement of Industrial Shock Signals via Deep Learning Calibration.
ICASSP
Houpu Yao, Jingjing Wen, Yi Ren, Bin Wu, Ze Ji
2019 J jnl
Low-cost Measurement of Industrial Shock Signals via Deep Learning Calibration.
CoRR
Houpu Yao, Jingjing Wen, Yi Ren, Bin Wu, Ze Ji
2019 — —
Robust and Generalizable Machine Learning through Generative Models,Adversarial Training, and Physics Priors.
Houpu Yao