About Me
I am currently an Assistant Professor with the Visual Computing Research Center (VCC) (headed by Prof. Hui Huang) at the College of Computer Science & Software Engineering, Shenzhen University. I received my Ph.D. in Information and Communication Engineering from Xidian University in 2022, supervised by Prof. Xinbo Gao. Prior to that, I received my B.E. from the School of Electronic Engineering, Xidian University in 2017.
My research interest is computer vision, affective computing and AIGC, currently with emphasis on affective image manipulation.
- I am looking for master students who are motivated, self-disciplined and optimistic. β¨
- I am also expecting undergraduate students to contact me with your graduation projects. π¦
- Contact me: jyyang@szu.edu.cn π€
News
- 2024.08.08: EmoSet has won the Graphic Open Source Dataset Award (CCF CAD&CG 2024). π
- 2024.02.27: EmoGen has been accepted to CVPR 2024. Congrats to Jiawei! π
- 2023.11.26: One paper has won the Best Poster Award (CSIG CEI 2023). π
- 2023.11.25: I served as the Executive Chair of the visual emotion forum in the 2023 CSIG Conference on Emotional Intelligence. π
- 2023.07.14: EmoSet has been accepted to ICCV 2023. Congrats to Qirui and Tingting! π
Publications
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EmoGen: Emotional Image Content Generation with Text-to-Image Diffusion Models
Jingyuan Yang, Jiawei Feng, and Hui Huang*
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition(CVPR), 6358-6368, 2024
[Project page][Code][PDF] -
EmoSet: A Large-scale Visual Emotion Dataset with Rich Attributes
Jingyuan Yang, Qirui Huang, Tingting Ding, Dani Lischinski, Daniel Cohen-Or, and Hui Huang*
Proceedings of the IEEE International Conference on Computer Vision (ICCV), 20383-20394, 2023
[Project page][Code][PDF] -
Seeking Subjectivity in Visual Emotion Distribution Learning
Jingyuan Yang, Jie Li, Leida Li, Xiumei Wang, Yuxuan Ding, and Xinbo Gao*
IEEE Transactions on Image Processing (TIP), 31, 5189-5202, 2022
[Code][PDF] -
A Circular-Structured Representation for Visual Emotion Distribution Learning
Jingyuan Yang, Jie Li, Leida Li, Xiumei Wang, and Xinbo Gao*
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 4237-4246, 2021
[Code][PDF] -
SOLVER: Scene-Object Interrelated Visual Emotion Reasoning Network
Jingyuan Yang, Xinbo Gao*, Leida Li, Xiumei Wang, and Jinshan Ding
IEEE Transactions on Image Processing (TIP), 30, 8686-8701, 2021
[Code][PDF] -
Stimuli-Aware Visual Emotion Analysis
Jingyuan Yang, Jie Li, Xiumei Wang, Yuxuan Ding, and Xinbo Gao*
IEEE Transactions on Image Processing (TIP), 30, 7432-7445, 2021
[Code][PDF]
Fundings
- National Natural Science Foundation of China, Young Scientists Program (Hosted, 2024-2026)
- Natural Science Foundation of Guangdong Province, General Program (Hosted, 2023-2025)
Selected Awards
- Graphic Open Source Dataset Award, by CCF CAD&CG, 2024
- Best Poster Award, by CSIG CEI, 2023
- Outstanding Graduate of Shaanxi Province, by Education Department of Shaanxi Provincial Government, 2022
- China National Scholarship, by Ministry of Education of the Peopleβs Republic of China, 2015 & 2021
- Speaking as the only student representative at the 90th Anniversary Celebration of Xidian University, 2021
Hobbies
- English Speech (First place in the Northwest Region Postgraduate English Speech Contest)
- Badminton (Womenβs singles champion in the Freshmen Cup at Xidian Univeristy)
- Piano (Amateur six level certificate of piano)
Group
🙌 Welcome to join our Emotion Group at VCC! 🙌
Tingting Ding
Ph.D., 2022-present
Co-advised by Prof. Huang
Jiasheng Chen
Master, 2022-present
Co-advised by Prof. Huang
Jiawei Feng
Master, 2023-present
Weibin Luo
Master, 2024-present
Zihuan Bai
Master, 2024-present
Rucong Chen
Master, 2024-present