Qiang Liu

A Survey of Clustering With Deep Learning: From the Perspective of Network Architecture

Erxue Min, Xifeng Guo, Qiang Liu et al. · IEEE Access · 2018 · 530 citations · Full text

Convolutional Neural Network, Deep Neural Networks, Engineering +13

Image as a Foreign Language: BEIT Pretraining for Vision and Vision-Language Tasks

Wenhui Wang, Hangbo Bao, Dong Li et al. · 2023 · 438 citations

A Survey on Security Threats and Defensive Techniques of Machine Learning: A Data Driven View

Qiang Liu, Pan Li, Wentao Zhao et al. · IEEE Access · 2018 · 415 citations · Full text

Cybersecurity, Machine Learning, Engineering +23

Stein Variational Gradient Descent: A General Purpose Bayesian Inference Algorithm

Qiang Liu, Dilin Wang · arXiv (Cornell University) · 2016 · 325 citations · Full text

Bayesian Statistic, Gradient Descent, Engineering +19

Dynamic Graph Neural Networks for Sequential Recommendation

Mengqi Zhang, Shu Wu, Xueli Yu et al. · IEEE Transactions on Knowledge and Data Engineering · 2022 · 199 citations

Historical Sequences, Graph Neural Network, Engineering +12