Ming-Chang Kao

Publication Activity (10 Years)

Years Active: 2020-2022
Publications (10 Years): 6

Top Topics

Learning Scheme

Homomorphic Encryption

Top Venues

Publications

Chuan-Chi Wang, Chia-Heng Tu, Ming-Chang Kao, Shih-Hao Hung
TensorHE: a homomorphic encryption transformer for privacy-preserving deep learning. RACS (2022)
Po-Sheng Lin, Ming-Chang Kao, Wen-Yew Liang, Shih-Hao Hung
Performance Analysis and Optimization for Federated Learning Applications with PySyft-based Secure Aggregation. ICS (2020)
Chuan-Chi Wang, Ying-Chiao Liao, Chia-Heng Tu, Ming-Chang Kao, Wen-Yew Liang, Shih-Hao Hung
ResPerfNet: Deep Residual Learning for Regressional Performance Modeling of Deep Neural Networks. CoRR (2020)
Chuan-Chi Wang, Ying-Chiao Liao, Ming-Chang Kao, Wen-Yew Liang, Shih-Hao Hung
Toward Accurate Platform-Aware Performance Modeling for Deep Neural Networks. CoRR (2020)
Chuan-Chi Wang, Ying-Chiao Liao, Ming-Chang Kao, Wen-Yew Liang, Shih-Hao Hung
PerfNet: Platform-Aware Performance Modeling for Deep Neural Networks. RACS (2020)
Ying-Chiao Liao, Chuan-Chi Wang, Chia-Heng Tu, Ming-Chang Kao, Wen-Yew Liang, Shih-Hao Hung
PerfNetRT: Platform-Aware Performance Modeling for Optimized Deep Neural Networks. ICS (2020)