12 citations · 12 across the 3 of their papers we have counts for
3 papers
cs.LG2023★ 12 cited
Interpretability is a Kind of Safety: An Interpreter-based Ensemble for Adversary Defense
Jingyuan Wang, Yufan Wu, Mingxuan Li +3
While having achieved great success in rich real-life applications, deep neural network (DNN) models have long been criticized for their vulnerability to adversarial attacks. Treme…
cs.PL2023
Understand Code Style: Efficient CNN-based Compiler Optimization Recognition System
Shouguo Yang, Zhiqiang Shi, Guodong Zhang +3
Compiler optimization level recognition can be applied to vulnerability discovery and binary analysis. Due to the exists of many different compilation optimization options, the dif…
cs.AI2021
Learning Generalizable Behavior via Visual Rewrite Rules
Yiheng Xie, Mingxuan Li, Shangqun Yu +1
Though deep reinforcement learning agents have achieved unprecedented success in recent years, their learned policies can be brittle, failing to generalize to even slight modificat…