|Office||Room 404, Guangbiao Cao West Building|
|sjie AT zju.edu.cn|
Currently I am an assistant research fellow in College of Software Technology, Zhejiang University and a member of VIPA Group, led by professor Mingli Song. I received my Ph. D degree in Computer Science and Technology from College of Computer Science, Zhejiang University, and B.Sc. degree in Computer Science and Technology from College of Computer Science, Sichuan University.
Currently my research interests include: Deep Learning, Meta Learning, Zero/Few-Shot learning, Transfer Learning.
Outstanding Graduate of Zhejiang University, 2020
Outstanding Graduate Student of Zhejiang University, 2019Nandu Scholarship of Zhejiang University, 2019
Outstanding Intern of Alibaba-Zhejiang University Joint Research Institute of Frontier Technology, 2018
Guanghua Scholarship of Zhejiang University, 2018
Outstanding Graduate Student of Zhejiang University, 2018
Advanced Individual in Social Practice, 2018
Advanced Individual Scholarship for Social Practice, 2018
Song J, Chen Y, Ye J, et al. DEPARA: Deep Attribution Graph for Deep Knowledge Transferability//Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. 2020
Song J, Chen Y, Wang X, et al. Deep Model Transferability from Attribution Maps[C]//Advances in Neural Information Processing Systems. 2019: 6179-6189.
Shen C, Wang X, Song J, et al. Amalgamating knowledge towards comprehensive classification[C]//Proceedings of the AAAI Conference on Artificial Intelligence. 2019, 33: 3068-3075.
Song J, Shen C, Yang Y, et al. Transductive Unbiased Embedding for Zero-Shot Learning[C]//Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. 2018: 1024-1033. (CVPR 2018)
Song J, Shen C, Lei J, et al. Selective Zero-Shot Classification with Augmented Attributes[C]//Proceedings of the European Conference on Computer Vision (ECCV). 2018: 468-483. (ECCV 2018)
Shen C, Song J, Song S, et al. Intra-class Structure Aware Networks for Screen Defect Detection[C]//International Conference on Neural Information Processing. Springer, Cambodia, 2018 (ICONIP 2018)
Sun L, Song J, Hua C, et al. Value-Aware Resampling and Loss for Imbalanced Classification[C]//Proceedings of the 2nd International Conference on Computer Science and Application Engineering. ACM, 2018: 21. (CSAE 2018)
Song J, Shen Y, Jing Y, et al. Towards Deeper Insights into Deep Learning from Imbalanced Data[C]//CCF Chinese Conference on Computer Vision. Springer, Singapore, 2017: 674-684. (CCCV 2017)
雷杰, 高鑫, 宋杰, 等. 深度网络模型压缩综述[J]. Journal of Software, 2018, 29(2).