CHAOYUE
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Chaoyue Wang

Chaoyue brings a decade of proficiency in artificial intelligence generated content (AIGC). He has authored over 60 academic works published in prestigious journals and conferences such as IEEE T-PAMI, T-EVC, IEEE T-IP, NeurIPS, ICLR, CVPR, ECCV, IJCAI, among others. Renowned for his research such as TDGAN (first author), which secured the Distinguished Student Paper Award at IJCAI-17, and E-GAN (first author), celebrated as the Best of Physics by MIT TR and 2018's Best GAN Paper by DTRANSPOSED. The Super Deep Learning project in which he was involved has been selected as WAIC-22's SAIL Top30. In early 2022, Chaoyue led the writing of the globe's inaugural “AIGC white paper”, foreseeing the transformative impact of foundational generative models. His research projects have been covered by various media outlets, including China Global Television Network (CGTN), Scientific American, MIT Tech Review, Sina, Sohu, Tencent News, and AI Technology Review, etc.

He currently focuses on developing foundation visual content generative models that are generalizable, controllable, and interpretable. He aims to conduct cutting-edge research and applied algorithm applications in the areas of "Pre-training of fundament visual content generative models", "Controllable and personalized visual content generation", and "High-efficiency inference and low-cost deployment". In the end, his technical vision is to promote the versatility, safety, and convenience of AIGC technology development.

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News

Selected Publications (Last Update: 2021.05)

* indicates Equal Contribution; #indicates (Co-)Supervised Students
Exposure Trajectory Recovery from Motion Blur
Youjian Zhang#, Chaoyue Wang, Stephen J. Maybank, and Dacheng Tao
IEEE TPAMI 2021 [PDF] [Code] [Video]

Exposure Trajectory Recovery from Motion Blur
Youjian Zhang#, Chaoyue Wang, Stephen J. Maybank, and Dacheng Tao
IEEE TPAMI 2021 [PDF] [Code] [Video]

MRI-based Alzheimer's Disease Prediction via Distilling the Knowledge in Multi-modal Data
Hao Guan#, Chaoyue Wang, and Dacheng Tao
NeuroImage 2021 [PDF]

MRI-based Alzheimer's Disease Prediction via Distilling the Knowledge in Multi-modal Data
Hao Guan#, Chaoyue Wang, and Dacheng Tao
NeuroImage 2021 [PDF]

Experimental Quantum Generative Adversarial Networks for Image Generation
He-Liang Huang*, Yuxuan Du*, Ming Gong, Youwei Zhao, Yulin Wu, Chaoyue Wang, Shaowei Li, Futian Liang, Jin Lin, Yu Xu, Rui Yang, Tongliang Liu, Min-Hsiu Hsieh, Hui Deng, Hao Rong, Cheng-Zhi Peng, Chaoyang Lu, Yu-Ao Chen, Dacheng Tao, Xiaobo Zhu, and Jian-Wei Pan
Physical Review Applied 2021 [PDF]

Experimental Quantum Generative Adversarial Networks for Image Generation
He-Liang Huang*, Yuxuan Du*, Ming Gong, Youwei Zhao, Yulin Wu, Chaoyue Wang, Shaowei Li, Futian Liang, Jin Lin, Yu Xu, Rui Yang, Tongliang Liu, Min-Hsiu Hsieh, Hui Deng, Hao Rong, Cheng-Zhi Peng, Chaoyang Lu, Yu-Ao Chen, Dacheng Tao, Xiaobo Zhu, and Jian-Wei Pan
Physical Review Applied 2021 [PDF]

Video Frame Interpolation without Temporal Priors
Youjian Zhang#*, Chaoyue Wang*, and Dacheng Tao
NeurIPS 2020 [PDF] [Code] [Video]

Video Frame Interpolation without Temporal Priors
Youjian Zhang*#, Chaoyue Wang*, and Dacheng Tao
NeurIPS 2020 [PDF] [Code] [Video]

FeatureFlow: Robust Video Interpolation via Structure-to-texture Generation
Shurui Gui#*, Chaoyue Wang*, Qihua Chen#, and Dacheng Tao
CVPR 2020 [PDF] [Code] [Video]

FeatureFlow: Robust Video Interpolation via Structure-to-texture Generation
Shurui Gui#*, Chaoyue Wang*, Qihua Chen#, and Dacheng Tao
CVPR 2020 [PDF] [Code] [Video]

Syntax-Aware Action Targeting for Video Captioning
Qi Zheng#, Chaoyue Wang, and Dacheng Tao
CVPR 2020 [PDF] [Code]

Syntax-Aware Action Targeting for Video Captioning
Qi Zheng#, Chaoyue Wang, and Dacheng Tao
CVPR 2020 [PDF] [Code]

PuppeteerGAN: Arbitrary Portrait Animation with Semantic-aware Appearance Transformation
Zhuo Chen#, Chaoyue Wang, Bo Yuan, and Dacheng Tao
CVPR 2020 [PDF] [Video]

PuppeteerGAN: Arbitrary Portrait Animation with Semantic-aware Appearance Transformation
Zhuo Chen#, Chaoyue Wang, Bo Yuan, and Dacheng Tao
CVPR 2020 [PDF] [Video]

Self-supervised Pose Adaptation for Cross-Domain Image Animation
Chaoyue Wang, Chang Xu, and Dacheng Tao
IEEE TAI 2020 [Paper]

Self-supervised Pose Adaptation for Cross-Domain Image Animation
Chaoyue Wang, Chang Xu, and Dacheng Tao
IEEE TAI 2020 [Paper]

Multistage GAN for Fabric Defect Detection
Juhua Liu*, Chaoyue Wang*, Hai Su, Bo Du, and Dacheng Tao
IEEE TIP 2020 [Paper]

Multistage GAN for Fabric Defect Detection
Juhua Liu*, Chaoyue Wang*, Hai Su, Bo Du, and Dacheng Tao
IEEE TIP 2020 [Paper]

Evolutionary Generative Adversarial Networks
Chaoyue Wang, Chang Xu, Xin Yao, and Dacheng Tao
IEEE TEVC 2019 [PDF] [Code] [Video] (The Best Paper of the Physics arXiv, selected by MIT Technology Review)

Evolutionary Generative Adversarial Networks
Chaoyue Wang, Chang Xu, Xin Yao, and Dacheng Tao
IEEE TEVC 2019 [PDF] [Code] [Video] (The Best Paper of the Physics arXiv, selected by MIT Technology Review)

Perceptual Adversarial Networks for Image-to-Image Transformation
Chaoyue Wang, Chang Xu, Chaohui Wang, and Dacheng Tao
IEEE TIP 2018 [PDF] [Code] [Related report]

Perceptual Adversarial Networks for Image-to-Image Transformation
Chaoyue Wang, Chang Xu, Chaohui Wang, and Dacheng Tao
IEEE TIP 2018 [PDF] [Code] [Related report]

Tag Disentangled Generative Adversarial Network for Object Image Re-rendering
Chaoyue Wang, Chaohui Wang, Chang Xu, and Dacheng Tao
IJCAI 2017 [PDF] [Related report] (Distinguished Student Paper Award, 1 out of 2540)

Tag Disentangled Generative Adversarial Network for Object Image Re-rendering
Chaoyue Wang, Chaohui Wang, Chang Xu, and Dacheng Tao
IJCAI 2017 [PDF] [Related report] (Distinguished Student Paper Award, 1 out of 2540)

Multiple Sclerosis Lesion Filling using a Non-Lesion Attention based Convolutional Network
Hao Xiong*, Chaoyue Wang*, Michael Barnett and Chenyu Wang
ICONIP 2020 [Paper]

Multiple Sclerosis Lesion Filling using a Non-Lesion Attention based Convolutional Network
Hao Xiong*, Chaoyue Wang*, Michael Barnett and Chenyu Wang
ICONIP 2020 [Paper]

A novel deep learning-based method for damage identification of smart building structures
Yang Yu, Chaoyue Wang, Xiaoyu Gu, and Jianchun Li
Structural Health Monitoring 2019 [Paper]

A novel deep learning-based method for damage identification of smart building structures
Yang Yu, Chaoyue Wang, Xiaoyu Gu, and Jianchun Li
Structural Health Monitoring 2019 [Paper]

Talks

Service

Conference Senior Program Committee (SPC) Member

  • International Joint Conferences on Artificial Intelligence (IJCAI)
  • AAAI Conference on Artificial Intelligence (AAAI)
  • Conference Program Committee (PC) Member

  • Neural Information Processing Systems (NeurIPS)
  • International Conference on Machine Learning (ICML)
  • International Conference on Learning Representations (ICLR)
  • IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
  • International Conference on Computer Vision (ICCV)
  • European Conference on Computer Vision (ECCV)
  • ACM Multimedia (ACM MM)
  • IEEE International Conference on Data Mining (ICDM)
  • International Conference on Database Systems for Advanced Applications (DASFAA)
  • Journal Reviewer

  • International Journal of Computer Vision (IJCV)
  • IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE T-PAMI)
  • IEEE Transactions on Neural Networks and Learning Systems (IEEE T-NNLS)
  • IEEE Transactions on Evolutionary Computation (IEEE T-EVC)
  • IEEE Transactions on Image Processing (IEEE T-IP)
  • IEEE Transactions on Cybernetics (IEEE T-CYB)
  • IEEE Transactions on Circuits and Systems for Video Technology (IEEE T-CSVT)
  • Selected Awards

    [2018] The Best Paper of the Physics arXiv (selected by MIT Technology Review)

  • Week’s most thought-provoking papers from the Physics arXiv (week ending Mar. 17, 2018)
  • [2017] Distinguished Student Paper Award (selected by IJCAI-17)

  • The 26th International Joint of Conference on Artificial Intelligence (1 selected out of 2540 submissions)
  • [2012] Tianjin Physics Contest in common colleges and universities, Tianjin, China

  • Grand prize (15 selected out of about 1500 undergraduates)
  • [2012] Scholarship of Excellent Student Cadre, Tianjin University

  • Awarded for outstanding performance in Tianjin University every year
  • [2019] Chinese Physics Olympiad , China

  • Second prize (35 selected out of all high school students in Yunnan province)
  • [2009] The national senior high school students applied physics knowledge competition , Yunnan, China

  • Placed first in Yunnan province