Wenjie Ruan

A survey of safety and trustworthiness of deep neural networks: Verification, testing, adversarial attack and defence, and interpretability

Xiaowei Huang, Daniel Kroening, Wenjie Ruan et al. · Computer Science Review · 2020 · 501 citations · Full text

Computing, Computer Science, Cybersecurity +16

Concolic testing for deep neural networks

Youcheng Sun, Min Wu, Wenjie Ruan et al. · 2018 · 329 citations · Full text

Computing, Computer Science, Algorithms +13

Reachability Analysis of Deep Neural Networks with Provable Guarantees

Wenjie Ruan, Xiaowei Huang, Marta Kwiatkowska · 2018 · 229 citations · Full text

Computing, Computer Engineering, Computer Science +17

ConCare: Personalized Clinical Feature Embedding via Capturing the Healthcare Context

Liantao Ma, Chaohe Zhang, Yasha Wang et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2020 · 145 citations · Full text

Computing, Biomedical Informatics, Health Informatics +17

AudioGest

Wenjie Ruan, Quan Z. Sheng, Lei Yang et al. · 2016 · 144 citations

Engineering, Computer Systems, Acoustics +16