I am currently Associate Professor at School of Artificial Intelligence in BUPT. I received the PhD at Pattern Recognition and Intelligent Systems (PRIS) laboratory of BUPT in 2019.During PHD career, I was under the join supervision of Professor Honggang Zhang (the director of PRIS) and Dr. Yi-Zhe Song (the director of SketchX).
My research interest is Computer Vision and Machine Learning, particularly focus on Sketch, Video analysis, Information Retrieval.
Education and Work experience
- 2009.09 – 2013.06 B.S. in BUPT
- 2013.09 – 2019.06 M.S. & PH.D in BUPT
- 2017.10 – 2018.12 Visiting scholar in SketchX
- 2019.03 – 2021.08 Working in Alibaba DAMO Academy
Publications
2025
VersaGen: Unleashing Versatile Visual Control for Text-to-Image Synthesis
Zhipeng Chen, Lan Yang, Yonggang Qi, Honggang Zhang, Kaiyue Pang, Ke Li, Yi-Zhe Song.The 39th Annual AAAI Conference on Artificial Intelligence(AAAI)
VA-AR: Learning Velocity-Aware Action Representations with Mixture of Window Attentions
Jiangning Wei, lixiong Qin, Bo Yu, TianJian Zou, Chuhan Yan, Dandan Xiao, Yang Yu, Lan Yang, Ke Li, Jun Liu.The 39th Annual AAAI Conference on Artificial Intelligence(AAAI)
2024
Scale-Adaptive Diffusion Model for Complex Sketch Synthesis
Jijin Hu, Ke Li, Yonggang Qi, Yi-Zhe Song.The Twelfth International Conference on Learning Representations(ICLR)
2023
Photo Pre-Training, But for Sketchs
Ke Li, Kaiyue Pang, Yi-Zhe Song.IEEE/CVF Conference on Computer Vision and Pattern Recognition(CVPR)
SketchXAI: A First Look at Explainability for Human Sketches
Zhiyu Qu, Yulia Gryaditskaya,Ke Li, Kaiyue Pang, Tao Xiang, Yi-Zhe Song.IEEE/CVF Conference on Computer Vision and Pattern Recognition(CVPR)
2022
CDAD: A Common Daily Action Dataset with Collected Hard Negative Samples
Wangmeng Xiang, Chao Li, Ke Li, Biao Wang, Xian-sheng Hua, Lei Zhang.IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops(CVPRW)
2021
Binghui Chen, Zhaoyi Yan, Ke Li, Pengyu Li, Biao Wang, Wangmeng Zuo, Lei Zhang.IEEE International Conference on Computer Vision(ICCV)
2019
Generalising Fine-Grained Sketch-Based Image Retrieval
Kaiyue Pang1, Ke Li1, Yongxin Yang, Honggang Zhang, Timothy M Hospedales, Tao Xiang, Yi-Zhe SongProceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition(CVPR)
1 equal contribution
Towards Deep Universal Sketch Perceptual Grouper
Ke Li, Kaiyue Pang, Jifei Song, Yi-Zhe Song, Tao Xiang, Timothy M Hospedales, Honggang ZhangIEEE Transactions on Image Processing(TIP)
2018
Universal Sketch Perceptual Grouping
Ke Li, Kaiyue Pang, Jifei Song, Yi-Zhe Song, Tao Xiang, Timothy M Hospedales, Honggang ZhangProceedings of the european conference on computer vision(ECCV)
2017
Synergistic Instance-Level Subspace Alignment for Fine-Grained Sketch-Based Image Retrieval
Ke Li, Kaiyue Pang, Yi-Zhe Song, Timothy M Hospedales, Honggang ZhangIEEE Transactions on Image Processing(TIP)
2016
Fine-Grained Sketch-Based Image Retrieval: The Role of Part-Aware Attributes
Ke Li, Kaiyue Pang, Yi-Zhe Song, Timothy M Hospedales, Honggang ZhangIEEE Winter Conference on Applications of Computer Vision(WACV)