统计机器学习、计算机视觉、大语言模型

2008.7-2010.4 中国科学院自动化研究所 博士后

2010.4-今 浙江工商大学 统计与数学学院  专任教师

浙江省优秀研究生课程《机器学习》

*表示通讯作者

[1]Wenhao Sun, Xue-Mei Dong*, Benlei Cui, Jingqun Tang. Attentive Eraser: Unleashing Diffusion Model’s Object Removal Potential via Self-Attention Redirection Guidance. The Thirty-Ninth AAAI Conference on Artificial Intelligence (AAAI-25), 2025, 20734-20742.（CCF-A类会议，oral论文，引用次数13）

[2]Zhenkuan Wang, Xue-Mei Dong*, et al. SCASNet: Spatial Context-Aware Selection Network for Small Object Detection in Aerial Imagery.IEEE Journal of  Selected  Topics in  Applied Earth Observations and Remote Sensing,18: 9351-9367, 2025.(SCI二区) 

[3]Rui Xu, Xue-Mei Dong* et al. DBCTNet: Double Branch Convolution-Transformer Network for Hyperspectral Image Classification, in IEEE Transactions on Geoscience and Remote Sensing, 62:5509915, 2024.(ESI高被引，SCI一区Top，引用次数86)

[4]Cui Benlei, Dong Xue-Mei* et al. LiteDepthwiseNet: A Lightweight Network for Hyperspectral Image Classification. IEEE Transactions on Geoscience and R emote Sensing, 2022，60: 5502915.(ESI高被引，SCI一区Top)

[5]Lan Zhi-Xiong, Dong Xue-Mei*. MiniCrack: A Simple but Efficient Convolutional Neural Network for Pixel-level Narrow Crack Detection. Computers in Industry. 2022，141：103598. （SCI一区Top）

[6]Lv Zhuwang, Dong Xue-Mei*, et al. ESSINet: Efficient Spatial-Spectral Interaction Network for Hyperspectral Image Classification. IEEE Transactions on Geoscience and Remote Sensing, 2022，60: 5525715. (SCI一区Top)

[7]Qiao Su, Dong Xue-Mei*, et al. LiteSCANet: An Efficient Lightweight N etwork Based on Spectral and Channel-wise Attention for Hyperspectral Image Classification. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2021, 14: 11655-11668. (SCI三区)

[8]Dong Xue-Mei*, et al. Random multi-scale kernel-based Bayesian distribution regression learning. Knowledge-Based Systems, 2020, 201, 106073. (SCI二区)

浙江省普通高校“十三五”新形态教材 《大数据可视化与DataFocus实践》