2017.3-2022.12，西北工业大学，计算机科学与技术，博士；
2011.9-2014.7，西安建筑科技大学，计算机技术，硕士；
2007.9-2011.7，西安工程大学，计算机科学与技术，学士。

2023.9-2024.7，电子科技大学，计算机科学与工程学院，访问学者；
2023.3-至今，西安建筑科技大学，信息与控制工程学院，副教授。

软件工程

陕西省自然科学基础研究计划，面上项目，2024JC-YBMS-464，面向大规模图拓扑结构的轻量化图表示学习方法研究，2024-01-01至2025-12-31，5万元，在研，主持；

个人学术主页：https://scholar.google.com/citations?user=tkTl3BMAAAAJ&hl=en
学术论文
[1] Dong, Wei, Xing Zhang, Bihui Chen, Dawei Yan, Zhijun Lin, Qingsen Yan, Peng Wang, and Yang Yang. "Low-Rank Rescaled Vision Transformer Fine-Tuning: A Residual Design Approach." In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024.
[2] Dong, Wei, Dawei Yan, and Peng Wang. "Self-Supervised Node Representation Learning via Node-to-Neighbourhood Alignment." IEEE Transactions on Pattern Analysis and Machine Intelligence (2024).
[3] Dong, Wei, Dawei Yan, Zhijun Lin, and Peng Wang. "Efficient adaptation of large vision transformer via adapter re-composing." Advances in Neural Information Processing Systems 36 (2024).
[4] Dong, Wei, Junsheng Wu, Yi Luo, Zongyuan Ge, and Peng Wang. "Node representation learning in graph via node-to-neighbourhood mutual information maximization." In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp. 16620-16629. 2022.
[5] Dong, Wei, Junsheng Wu, Zongwen Bai, Yaoqi Hu, Weigang Li, Wei Qiao, and Marcin Woźniak. "MobileGCN applied to low-dimensional node feature learning." Pattern Recognition 112 (2021): 107788.
[6] Dong, Wei, Marcin Woźniak, Junsheng Wu, Weigang Li, and Zongwen Bai. "Denoising aggregation of graph neural networks by using principal component analysis." IEEE Transactions on Industrial Informatics 19, no. 3 (2022): 2385-2394.
[7] Dong, Wei, Junsheng Wu, Xinwan Zhang, Zongwen Bai, Peng Wang, and Marcin Woźniak. "Improving performance and efficiency of Graph Neural Networks by injective aggregation." Knowledge-Based Systems 254 (2022): 109616.
[8] Dong, Wei, Junsheng Wu, Zongwen Bai, Weigang Li, and Wei Qiao. "Design of affinity-aware encoding by embedding graph centrality for graph classification." Neurocomputing 387 (2020): 321-333.
[9] Zhang, Xiang, Dawei Yan, Genqing Bian, Chengzhe Lu, Sifei Wang, Qingsen Yan, and Wei Dong. "Real-time portrait image retouching extended from DualBLN." Expert Systems with Applications 238 (2024): 121958.
[10] Yan, Qingsen, Axi Niu, Chaoqun Wang, Wei Dong, Marcin Woźniak, and Yanning Zhang. "KGSR: A kernel guided network for real-world blind super-resolution." Pattern Recognition 147 (2024): 110095.
[11] Li, Ying, Junsheng Wu, Weigang Li, Wei Dong, and Aiqing Fang. "Hierarchical aggregation perceptual pipeline for tactical intention recognition." Multimedia Tools and Applications (2023): 1-21.
[12] Yan, Qingsen, Tao Hu, Yuan Sun, Hao Tang, Yu Zhu, Wei Dong, Luc Van Gool, and Yanning Zhang. "Towards high-quality HDR deghosting with conditional diffusion models." IEEE Transactions on Circuits and Systems for Video Technology (2023).
[13] Li, Ying, Junsheng Wu, Weigang Li, Aiqing Fang, and Wei Dong. "Temporal-Spatial Dynamic Convolutional Neural Network for Human Activity Recognition Using Wearable Sensors." IEEE Transactions on Instrumentation and Measurement (2023).
[14] Ying, L. I., W. U. Junsheng, L. I. Weigang, D. O. N. G. Wei, and F. A. N. G. Aiqing. "A hierarchical aggregation model for combat intention recognition." Xibei Gongye Daxue Xuebao/Journal of Northwestern Polytechnical University 41, no. 2 (2023): 400-408.
[15] Ye, Na, Xing Zhang, Dawei Yan, Wei Dong, and Qingsen Yan. "Scoad: single-frame click supervision for online action detection." In Proceedings of the Asian Conference on Computer Vision, pp. 2156-2171. 2022.
[16] Zhang, Xiang, Chengzhe Lu, Dawei Yan, Wei Dong, and Qingsen Yan. "Dualbln: Dual branch lut-aware network for real-time image retouching." In Proceedings of the Asian Conference on Computer Vision, pp. 2139-2155. 2022.

CVPR、NeurIPS、ICCV、ECCV、TPAMI审稿人。