zhoumingyi
Assistant Professor at Beihang University. Research interests: Software Engineering for AI, Responsible AI, On-device Model Optimization
Beihang UniversityHumaniSE Lab (Formerly in SMAT Lab)
Pinned Repositories
tensor_rank_cnn
tensor rank learning in CP decomposition via convolutional neural network
CustomDLCoder
Code for our paper "Model-less Is the Best Model: Generating Pure Code Implementations to Replace On-Device DL Models" that has been accepted by ISSTA'24
DaST
A novel data-free model stealing method based on GAN
DynaMO
Code for ASE2024 Paper: DynaMO: Protecting Mobile DL Models through Coupling Obfuscated DL Operators
ModelObfuscator
Code for our paper "Modelobfuscator: Obfuscating Model Information to Protect Deployed ML-Based Systems" that has been published by ISSTA'23
REOM
A method that can convert TFLite models to PyTorch Model (ICSE'24)
tensor_rank_cnn
ensor rank learning in CP decomposition via convolutional neural network
zhoumingyi.github.io
zhoumingyi.github.io-old-
zhoumingyi's Repositories
zhoumingyi/DaST
A novel data-free model stealing method based on GAN
zhoumingyi/ModelObfuscator
Code for our paper "Modelobfuscator: Obfuscating Model Information to Protect Deployed ML-Based Systems" that has been published by ISSTA'23
zhoumingyi/REOM
A method that can convert TFLite models to PyTorch Model (ICSE'24)
zhoumingyi/CustomDLCoder
Code for our paper "Model-less Is the Best Model: Generating Pure Code Implementations to Replace On-Device DL Models" that has been accepted by ISSTA'24
zhoumingyi/DynaMO
Code for ASE2024 Paper: DynaMO: Protecting Mobile DL Models through Coupling Obfuscated DL Operators
zhoumingyi/tensor_rank_cnn
ensor rank learning in CP decomposition via convolutional neural network
zhoumingyi/zhoumingyi.github.io
zhoumingyi/zhoumingyi.github.io-old-