14 citations · 20 across the 3 of their papers we have counts for
3 papers
cs.LG2022★ 14 cited
Consistent Attack: Universal Adversarial Perturbation on Embodied Vision Navigation
Chengyang Ying, You Qiaoben, Xinning Zhou +3
Embodied agents in vision navigation coupled with deep neural networks have attracted increasing attention. However, deep neural networks have been shown vulnerable to malicious ad…
cs.LG2021★ 5 cited
Understanding Adversarial Attacks on Observations in Deep Reinforcement Learning
You Qiaoben, Chengyang Ying, Xinning Zhou +3
Deep reinforcement learning models are vulnerable to adversarial attacks that can decrease a victim's cumulative expected reward by manipulating the victim's observations. Despite…
cs.LG2018★ 1 cited
Composite Binary Decomposition Networks
You Qiaoben, Zheng Wang, Jianguo Li +3
Binary neural networks have great resource and computing efficiency, while suffer from long training procedure and non-negligible accuracy drops, when comparing to the full-precisi…