Haoyu Chen | University of Oulu
chen.haoyu@oulu.fi

I am now a Tenure-track Assistant Professor at CMVS, University of Oulu. Before that, I conducted Postdoc research in CMVS, University of Oulu, with the project of in Emotion AI (Academy Finland project) and trustworthy AI (Infotech project). I received my Ph.D. from University of Oulu , Finland, where I was advised by Academy Professor Guoying Zhao. During my PhD study, I visited CEL, TUDelft, the Netherlands. Prior to that, I received the B.E. degree from China University of Geosciences, China, and Master degree from University of Oulu, Finland.

My research interests include Machine Learning, Human Behaviour Analysis, Emotion AI and Adversarial Learning.

I strongly believe we are here, on this planet, time, and realm to experience, learn and grow, which gives me a huge passion about developing myself in a lifetime. Aside from research, I also find huge interest in street dance (Breakin), snowboarding, basketball, Twitch streaming, reading, writing blogs, keeping daily dairy, and Lonkero.

Attention: We are recruiting self-motivated PostDoc and PhD candidates to join my research team, focusing on Hybrid Intelligence. Please email me with your CV and motivation letter if you are interested in self-funded studying or researching.

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News


Selected Publications

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Towards Robust 3D Pose Transfer with Adversarial Learning
Haoyu Chen, Hao Tang, Ehsan Adeli, Guoying Zhao. Computer Vision and Pattern Recognition(CVPR) , 2024.

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LART: Neural Correspondence Learning with Latent Regularization Transformer for 3D Motion Transfer
Haoyu Chen, Hao Tang, Radu Timofte, Luc Van Gool, Guoying Zhao. Neural Information Processing Systems (NeurIPS) , 2023.

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SMG: A Micro-Gesture Dataset Towards Spontaneous Body Gestures for Emotional Stress State Analysis
Haoyu Chen, Henglin Shi, Xin Liu, Xiaobai Li, Guoying Zhao. International Journal on Computer Vision (IJCV), 2023.
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Geometry-Contrastive Transformer for Generalized 3D Pose Transfer​
Haoyu Chen, Hao Tang, Zitong Yu, Nicu Sebe, Guoying Zhao​. AAAI Conference on Artificial Intelligence (AAAI) , 2022.
Code

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AniFormer: Data-driven 3D Animation with Transformer.
Haoyu Chen, Hao Tang, Nicu Sebe, Guoying Zhao. The British Machine Vision Conference (BMVC), 2021.
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Intrinsic-extrinsic preserved gans for unsupervised 3D pose transfer
Haoyu Chen, Hao Tang, Henglin Shi, Wei Peng, Nicu Sebe, Guoying Zhao. IEEE International Conference on Computer Vision (ICCV), 2021.
Code

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iMiGUE: An Identity-Free Video Dataset for Micro-Gesture Understanding and Emotion Analysis
Xin Liu, Henglin Shi, Haoyu Chen, Zitong Yu, Xiaobai Li, Guoying Zhao. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021.
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Temporal hierarchical dictionary guided decoding for online gesture segmentation and recognition
Haoyu Chen, Xin Liu, Jingang Shi, Guoying Zhao. IEEE Transactions on Image Processing, 2020.
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Searching Multi-Rate and Multi-Modal Temporal Enhanced Networks for Gesture Recognition
Zitong Yu, Benjia Zhou, Jun Wan, Pichao Wang, Haoyu Chen, Xin Liu, Stan Z Li, Guoying Zhao. IEEE Transactions on Image Processing (TIP), 2020.
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Learning graph convolutional network for skeleton-based human action recognition by neural searching
Wei Peng, Xiaopeng Hong, Haoyu Chen, Guoying Zhao. The Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI), 2020.
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3D skeletal gesture recognition via hidden states exploration
Xin Liu, Henglin Shi, Xiaopeng Hong, Haoyu Chen, Dacheng Tao, Guoying Zhao. IEEE Transactions on Image Processing, 2020.


Academic Activities


Teaching Experiences

  • Lecturer, Affective Computing, Univerisity of Oulu -- Fall 2024 (upcoming)
  • Lecturer, Computer Graphics, Univerisity of Oulu -- Spring 2024
  • Lecturer, Computer Graphics, Univerisity of Oulu -- Spring 2023
  • Teaching Assistant, Computer Graphics, Univerisity of Oulu -- Spring 2022
  • Teaching Assistant, Computer Graphics, Univerisity of Oulu -- Spring 2020
  • Teaching Assistant, Affective computing, Univerisity of Oulu -- Fall 2018