Search Results for author: Menghao Li

Found 7 papers, 2 papers with code

Understanding Android Obfuscation Techniques: A Large-Scale Investigation in the Wild

no code implementations5 Jan 2018 Shuaike Dong, Menghao Li, Wenrui Diao, Xiangyu Liu, Jian Liu, Zhou Li, Fenghao Xu, Kai Chen, Xiao-Feng Wang, Kehuan Zhang

In this paper, we seek to better understand Android obfuscation and depict a holistic view of the usage of obfuscation through a large-scale investigation in the wild.

Cryptography and Security

DynaTune: Dynamic Tensor Program Optimization in Deep Neural Network Compilation

no code implementations ICLR 2021 Minjia Zhang, Menghao Li, Chi Wang, Mingqin Li

Recently, the DL compiler, together with Learning to Compile has proven to be a powerful technique for optimizing deep learning models.

Decision Making Uncertainty Quantification

AdaTune: Adaptive Tensor Program Compilation Made Efficient

no code implementations NeurIPS 2020 Menghao Li, Minjia Zhang, Chi Wang, Mingqin Li

Deep learning models are computationally intense, and implementations often have to be highly optimized by experts or hardware vendors to be usable in practice.

Mobile Image Restoration via Prior Quantization

no code implementations10 May 2023 Shiqi Chen, Jinwen Zhou, Menghao Li, Yueting Chen, Tingting Jiang

In digital images, the performance of optical aberration is a multivariate degradation, where the spectral of the scene, the lens imperfections, and the field of view together contribute to the results.

Image Restoration Quantization

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