Researcher at DAMO Academy, Alibaba Group.
My research interests include Computer Vision, Machine Learning and Generative Networks.
Education
- 2016 ~ 2019, Master Degree in Beijing University of Post and Telecommunications (BUPT)
- 2012 ~ 2016, Bachelor Degree in North China Electric and Power University (NCEPU)
Publications
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Yichen Qian, Yongyi He, Rong Zhu, Jintao Huang, Zhijian Ma, Haibin Wang, Yaohua Wang, Xiuyu Sun, Defu Lian, Bolin Ding, Jingren Zhou, UniDM: A Unified Framework for Data Manipulation with Large Language Models, Proceedings of Machine Learning and Systems (MLsys) 2024.
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Yichen Qian, Ming Lin, Xiuyu Sun, Zhiyu Tan, Rong Jin, Entroformer: A Transformer-based Entropy Model for Learned Image Compression, IEEE Conference on International Conference on Learning Representations (ICLR) 2022.
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Yichen Qian, Zhiyu Tan, Xiuyu Sun, Ming Lin, Dongyang Li, Zhenhong Sun, Hao Li, Rong Jin, Learning accurate entropy model with global reference for image compression, IEEE Conference on International Conference on Learning Representations (ICLR) 2021.
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Yichen Qian, Weihong Deng and Jiani Hu, Unsupervised Face Normalization with Extreme Pose and Expression in the Wild, IEEE Conference on Computer Vision and Pattern Recognition(CVPR), 2019.
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Yichen Qian, Weihong Deng and Jiani Hu, Task Specific Networks for Identity and Face Variation, IEEE International Conference on Automatic Face and Gesture Recognition (FG), 2018.