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Houpu Yao

Publication Activity (10 Years)

Years Active: 2019-2022
Publications (10 Years): 10

Top Topics

Generative Model

Learning Platform

Privacy Preserving Classification

Top Venues

Eng. Appl. Artif. Intell.

Arizona State University, Tempe, USA (PHD)

Education History

Arizona State University, Tempe, USA

PHD

Publications

Houpu Yao, Jiazhou Wang, Peng Dai, Liefeng Bo, Yanqing Chen
An Efficient and Robust System for Vertically Federated Random Forest. CoRR (2022)
Bo Liu, Chaowei Tan, Jiazhou Wang, Tao Zeng, Huasong Shan, Houpu Yao, Heng Huang, Peng Dai, Liefeng Bo, Yanqing Chen
Fedlearn-Algo: A flexible open-source privacy-preserving machine learning platform. CoRR (2021)
Houpu Yao, Yi Gao, Yongming Liu
FEA-Net: A Physics-guided Data-driven Model for Efficient Mechanical Response Prediction. CoRR (2020)
Yang Yu, Houpu Yao, Yongming Liu
Structural dynamics simulation using a novel physics-guided machine learning method. Eng. Appl. Artif. Intell. 96 (2020)
Houpu Yao, Rui Dai, Hamidreza Marvi
A Robust and Efficient Cooler Design Inspired by Leaf Venation. Living Machines (2019)
Houpu Yao, Jingjing Wen, Yi Ren, Bin Wu, Ze Ji
Low-cost Measurement of Industrial Shock Signals via Deep Learning Calibration. ICASSP (2019)
Houpu Yao, Malcolm Regan, Yezhou Yang, Yi Ren
Image Decomposition and Classification through a Generative Model. CoRR (2019)
Houpu Yao, Malcolm Regan, Yezhou Yang, Yi Ren
Image Decomposition and Classification Through a Generative Model. ICIP (2019)
Houpu Yao, Jingjing Wen, Yi Ren, Bin Wu, Ze Ji
Low-cost Measurement of Industrial Shock Signals via Deep Learning Calibration. CoRR (2019)
Houpu Yao, Zhe Wang, Guangyu Nie, Yassine Mazboudi, Yezhou Yang, Yi Ren
Improving Model Robustness with Transformation-Invariant Attacks. CoRR (2019)