Dejing Dou

Interpretable deep learning: interpretation, interpretability, trustworthiness, and beyond

Xuhong Li, Haoyi Xiong, Xingjian Li et al. · Knowledge and Information Systems · 2022 · 465 citations

Computing, Computer Science, Data Science +12

ArtFlow: Unbiased Image Style Transfer via Reversible Neural Flows

Jie An, Siyu Huang, Yibing Song et al. · 2021 · 236 citations

Computing, Fine Arts, Computational Art +14

Differential Privacy Preservation for Deep Auto-Encoders: an Application of Human Behavior Prediction

NhatHai Phan, Yue Wang, Xintao Wu et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2016 · 219 citations · Full text

Computing, Computer Science, Data Science +17

Structure-aware Interactive Graph Neural Networks for the Prediction of Protein-Ligand Binding Affinity

Shuangli Li, Jingbo Zhou, Tong Xu et al. · 2021 · 191 citations

Life Sciences, Bioinformatics, Chemistry +16

On Adversarial Examples for Character-Level Neural Machine Translation

Javid Ebrahimi, Daniel Lowd, Dejing Dou · arXiv (Cornell University) · 2018 · 157 citations · Full text

Computing, Computer Science, Natural Language Processing +7