A metric-based meta-learning approach combined attention mechanism and ensemble learning for few-shot learning. - Nan Guo 006; Kexin Di; Hongyan Liu 004; Yifei Wang; Junfei Qiao 001 (Displays, 2021)

Improved deep CNNs based on Nonlinear Hybrid Attention Module for image classification. - Nan Guo 006; Ke Gu 001; Junfei Qiao 001; Jing Bi 001 (Neural Networks, 2021)

Active Vision for Deep Visual Learning: A Unified Pooling Framework. - Nan Guo 006; Ke Gu 001; Junfei Qiao 001; Hantao Liu (IEEE Trans. Ind. Informatics, 2022)