Jingyuan Yang

Assistant Professor

个人简介

杨景媛，博士，助理教授，硕士生导师，深圳市孔雀计划高层次C类人才。 2013年至2017年于西安电子科技大学电子工程学院卓越工程师班就读本科，2017年至2022年保送本校直接攻读博士学位，期间获西北地区英语演讲比赛第一名、国家奖学金及陕西省优秀毕业生等荣誉。研究方向为计算机视觉，主要集中在视觉情感计算，目的是理解人类对不同视觉信息产生的情感体验，生成具有情感色彩的图片。

担任中国图象图形学学会CSIG情感计算与理解专委会副秘书长、中国中文信息学会CIPS情感计算专委会委员、第一届CSIG情感智能大会视觉情感计算论坛执行主席。担任IEEE Transactions on Image Processing、IEEE Transactions on Multimedia、IEEE Transactions on Affective Computing、CVPR、ICCV、ACMMM等期刊会议审稿人。研究成果主要发表在计算机视觉顶级期刊IEEE Transactions on Image Processing和顶级会议CVPR、ICCV上。作为项目负责人主持：国家自然科学基金青年项目1项 (2024-2026)，广东省面上项目1项 (2023-2025)。获2023年度CSIG情感智能大会Best Poster Award，获2024年度CCF优秀图形开源数据集奖，获2024年度CVPR优秀审稿人。

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. ✨
I am also expecting undergraduate students to contact me with your graduation projects. 🦄
Contact me: jyyang@szu.edu.cn 🤗

News

🔥 2025.02.27: EmoEdit has been accepted to CVPR 2025. Congrats to Jiawei and Weibin! 🎉
🔥 2024.12.07: I started to serve as the Deputy Secretary-General of the CSIG Technical Committee on Affective Computing and Understanding. 👔
2024.08.08: EmoSet has won the Graphic Open Source Dataset Award (CCF CAD&CG 2024). 🏆
2024.02.27: EmoGen has been accepted to CVPR 2024. Congrats to Jiawei! 🎉
2023.11.26: One paper has won the Best Poster Award (CSIG CEI 2023). 🏆
2023.11.25: I served as the Executive Chair of the visual emotion forum in the 2023 CSIG Conference on Emotional Intelligence. 👔
2023.07.14: EmoSet has been accepted to ICCV 2023. Congrats to Qirui and Tingting! 🎉

Publications

EmoEdit: Evoking Emotions through Image Manipulation
Jingyuan Yang, Jiawei Feng, Weibin Luo, Dani Lischinski, Daniel Cohen-Or, and Hui Huang*
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), accepted, 2025
[[Project page]][Code][PDF]
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)

Courses

Introduction to Visualization (可视化信息处理导论) – Undergraduate Course
Professional English (专业英语) – Undergraduate Course
Machine Learning (机器学习) – Graduate Course

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 People’s 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 (Women’s singles champion in the Freshmen Cup at Xidian Univeristy)
Piano (Amateur six level certificate of piano)