Qigang Liu

A new image classification method using CNN transfer learning and web data augmentation

Dongmei Han, Qigang Liu, Weiguo Fan · Expert Systems with Applications · 2017 · 503 citations

Data Augmentation, Image Classification, Image Classification (Visual Culture Studies) +11

A Deep Learning Approach for Credit Scoring of Peer-to-Peer Lending Using Attention Mechanism LSTM

Chongren Wang, Dongmei Han, Qigang Liu et al. · IEEE Access · 2018 · 142 citations · Full text

Structured Prediction, Engineering, Machine Learning +16

High-Strength, Self-Healing, Recyclable, and Catalyst-Free Bio-Based Non-Isocyanate Polyurethane

Bowen Zhang, Xinxin Yang, Xiangyu Lin et al. · ACS Sustainable Chemistry & Engineering · 2023 · 88 citations

Materials Science, Chemical Engineering, Engineering +12

A multi-task based deep learning approach for intrusion detection

Qigang Liu, Deming Wang, Yuhang Jia et al. · Knowledge-Based Systems · 2021 · 63 citations

Anomaly Detection, Machine Learning, Engineering +6

Research of Web Real-Time Communication Based on Web Socket

Qigang Liu, Xiangyang Sun · International Journal of Communications Network and System Sciences · 2012 · 44 citations · Full text

Web Socket, Web Real-time Communication, Adaptive Bitrate Streaming +6