Yuzhe Ma

Recent advances in convolutional neural network acceleration

Qianru Zhang, Meng Zhang, Tinghuan Chen et al. · Neurocomputing · 2018 · 429 citations

Convolutional Neural Network, Machine Vision, Machine Learning +7

Machine Learning for Electronic Design Automation: A Survey

Guyue Huang, Jingbo Hu, Yifan He et al. · ACM Transactions on Design Automation of Electronic Systems · 2021 · 275 citations

Artificial Intelligence, Design Complexity, Design Space Exploration +14

Layout Hotspot Detection With Feature Tensor Generation and Deep Biased Learning

Haoyu Yang, Jing Su, Yi Zou et al. · IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems · 2018 · 114 citations

High Performance Graph Convolutional Networks with Applications in Testability Analysis

Yuzhe Ma, Haoxing Ren, Brucek Khailany et al. · 2019 · 112 citations

Artificial Intelligence, Geometric Learning, Convolutional Neural Network +20

Data Poisoning against Differentially-Private Learners: Attacks and Defenses

Yuzhe Ma, Xiaojin Zhu, Justin Hsu · 2019 · 104 citations · Full text

Artificial Intelligence, Data Poisoning Attacks, Privacy Protection +18