个人简介

现任东南大学副教授,隶属于PALM 实验室。

PALM

东南大学

2020年6月在中国科学院(CAS)计算技术研究所(ICT)获得计算机科学博士学位,师从 山世光 研究员。 在攻读博士期间,我有幸同时与 曾加贝 副研究员密切合作。2022年至2024年,我先后于香港城市大学(合作导师:Antion Bert Chan )、新加坡南洋理工大学(合作导师:关存太 )留学和工作。

2021年,我的博士论文 《开放场景中面部表情分析方法研究》入选中国图像图形学学会优秀博士学位论文(全国10篇)。

我的研究方向包括 人工智能多模态理解生成模型情感计算

代表性论文

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Instance-Consistent Fair Face Recognition

Yong Li, Yufei Sun, Zhen Cui, Pengcheng Shen, Shiguang Shan

IEEE Transactions on Pattern Analysis and Machine Intelligence(TPAMI), (2025).

[PDF]

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Learning Representations for Facial Actions from Unlabeled Videos

Yong Li, Jiabei Zeng, Shiguang Shan

IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), (2022).

[PDF]

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Decoupled Doubly Contrastive Learning for Cross Domain Facial Action Unit Detection

Yong Li, Liu Menglin, Cui Zhen, Ding Yi, Zong Yuan, Zheng Wenming, Shan Shiguang, Guan Cuntai

IEEE Transactions on Image Processing (TIP), (2025).

[PDF]

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Beyond Overfitting: Doubly Adaptive Dropout for Generalizable AU Detection

Yong Li, Yi Ren, Xuesong Niu, Yi Ding, Xiu-Shen Wei, Cuntai Guan

IEEE Transactions on Affective Computing (TAC), (2025).

[PDF]

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Collaborative Contrastive Learning for Cross-Domain Gaze Estimation

Lifan Xia, Yong Li*, Xin Cai, Zhen Cui, Chunyan Xu, Antoni B. Chan

Pattern Recognition (PR), (2024).

[PDF]

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Decoupled Multimodal Distilling for Emotion Recognition

Yong Li, Yuanzhi Wang, Zhen Cui

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), (2023) (Highlight).

[PDF] [Code]

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Incomplete multimodality-diffused emotion recognition

Yuanzhi Wang, Yong Li*, Zhen Cui*

Neural Information Processing Systems (NeurIPS), (2023).

[PDF] [Code]

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Distribution-Consistent Modal Recovering for Incomplete Multimodal Learning

Yuanzhi Wang, Zhen Cui*, Yong Li*

Proceedings of the IEEE Conference on International Conference on Computer Vision (ICCV), (2023).

[PDF] [Code]

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Contrastive Learning of Person-independent Representations for Facial Action Unit Detection

Yong Li, Shiguang Shan

IEEE Transactions on Image Processing (TIP), (2023).

[PDF]

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Graph Jigsaw Learning for Cartoon Face Recognition

Yong Li, Lingjie Lao, Zhen Cui, Shiguang Shan, Jian Yang

IEEE Transactions on Image Processing (TIP), (2023).

[PDF] [Code]

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3D3M: 3D Modulated Morphable Model for Monocular Face Reconstruction

Yong Li, Qiang Hao, Jianguo Hu, Xinmiao Pan, Zechao Li, Zhen Cui

IEEE Transactions on Multimedia (TMM), (2022).

[PDF]

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Learning Fair Face Representation With Progressive Cross Transformer

Yong Li, Lingjie Lao, Zhen Cui, Shiguang Shan, Jian Yang

Arxiv (2021), under review.

[PDF]

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Meta Auxiliary Learning for Facial Action Unit Detection

Yong Li, Shiguang Shan

IEEE Transactions on Affective Computing (TAC), (2021).

[PDF]

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Self-supervised representation learning from videos for facial action unit detection

Yong Li, Jiabei Zeng, Shiguang Shan, Xilin Chen

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition(CVPR), (2019) (Oral).

[PDF] [Code]

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Occlusion aware facial expression recognition using cnn with attention mechanism

Yong Li, Jiabei Zeng, Shiguang Shan, Xilin Chen

IEEE Transactions on Image Processing 28 (5), 2439-2450 (TIP), (2020).

[PDF] [Code]

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Patch-gated cnn for occlusion-aware facial expression recognition

Yong Li, Jiabei Zeng, Shiguang Shan, Xilin Chen

International Conference on Pattern Recognition (ICPR), (2018) (Oral).

[PDF] [Code]

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Kinnet: Fine-to-coarse deep metric learning for kinship verification

Yong Li, Jiabei Zeng, Jie Zhang, Anbo Dai, Meina Kan, Shiguang Shan, Xilin Chen

Proceedings of the 2017 Workshop on Recognizing Families In the Wild,13-20, (2017) (keynote).

[PDF]

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Context-dependent emotion recognition

Zili Wang, Lingjie Lao, Xiaoya Zhang, Yong Li*, Tong Zhang, Zhen Cui

(Best poster in ChinaMM (2022)).

[PDF]

教育经历

ict

  • 中国科学院计算技术研究所,中国,北京
    • 2016年9月 – 2020年6月
    • 博士,计算机科学
  • 郑州大学
    • 2012年9月 – 2015年7月
    • 硕士学位,计算机软件与理论
  • 郑州大学
    • 2008年9月 – 2012年7月
    • 学士学位,计算机科学

工作经历

cityu

  • 香港城市大学, 中国, 香港
    • 博士后研究员, 2022年 - 2023年

NTU

  • 南洋理工大学, 新加坡
    • 研究员, 2023年 - 2024年
  • 百度公司, 中国 , 北京
    • 软件研发工程师, 2015年 – 2016年

荣誉奖项

  • 2022年中国多媒体大会最佳海报奖(通讯作者,论文题目:Context-dependent Emotion Recognition)
  • 2022年获香港城市大学(CityU)香江学者 称号
  • 2021年获中国图像图形学学会 优秀博士学位论文 (全国10篇)[Link]
  • 2019年获中国科学院大学(UCAS)朱李月华奖学金
  • 2017年美国加州ACM多媒体会议亲属关系验证挑战赛 冠军 [Link]

学术服务

  • (资深) 程序委员:
    • CVPR 2020-2024, ICCV 2021-2023, ECCV 2020-2024
    • AAAI 2020-2023
  • 审稿人:
    • IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)
    • International Journal of Computer Vision (IJCV)
    • IEEE Transactions on Image Processing (TIP)
    • IEEE Transactions on Affective Computing (TAC)
    • IEEE Transactions on Circuits and Systems for Video Technology (TCSVT)
    • IEEE Transactions on Multimedia (TMM)
    • Pattern Recognition Journal (PR)