Shuang Chen

Durham University
PhD (Co-supervised with )
, 2021 - Present

Durham University
, UK
  • Research interests: Generative Adversarial Networks, Facial Modelling

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Grants Involved


Publications with the Team

SEM-Net: Efficient Pixel Modelling for Image Inpainting with Spatially Enhanced SSM
SEM-Net: Efficient Pixel Modelling for Image Inpainting with Spatially Enhanced SSM  Oral Paper (Top 8.2% of 2458 Submissions)H5-Index: 109#Core A Conference
Proceedings of the 2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2025
Shuang Chen, Haozheng Zhang, Amir Atapour-Abarghouei and Hubert P. H. Shum
Webpage Cite This Plain Text
Shuang Chen, Haozheng Zhang, Amir Atapour-Abarghouei and Hubert P. H. Shum, "SEM-Net: Efficient Pixel Modelling for Image Inpainting with Spatially Enhanced SSM," in WACV '25: Proceedings of the 2025 IEEE/CVF Winter Conference on Applications of Computer Vision, pp. 461-471, Arizona, USA, IEEE/CVF, 2025.
Bibtex
@inproceedings{chen25sem,
 author={Chen, Shuang and Zhang, Haozheng and Atapour-Abarghouei, Amir and Shum, Hubert P. H.},
 booktitle={Proceedings of the 2025 IEEE/CVF Winter Conference on Applications of Computer Vision},
 series={WACV '25},
 title={SEM-Net: Efficient Pixel Modelling for Image Inpainting with Spatially Enhanced SSM},
 year={2025},
 pages={461--471},
 doi={10.1109/WACV61041.2025.00055},
 publisher={IEEE/CVF},
 location={Arizona, USA},
}
RIS
TY  - CONF
AU  - Chen, Shuang
AU  - Zhang, Haozheng
AU  - Atapour-Abarghouei, Amir
AU  - Shum, Hubert P. H.
T2  - Proceedings of the 2025 IEEE/CVF Winter Conference on Applications of Computer Vision
TI  - SEM-Net: Efficient Pixel Modelling for Image Inpainting with Spatially Enhanced SSM
PY  - 2025
SP  - 461
EP  - 471
DO  - 10.1109/WACV61041.2025.00055
PB  - IEEE/CVF
ER  - 
Paper YouTube
HINT: High-quality INpainting Transformer with Mask-Aware Encoding and Enhanced Attention
HINT: High-quality INpainting Transformer with Mask-Aware Encoding and Enhanced Attention Impact Factor: 8.4Top 10% Journal in Computer Science, Software EngineeringCitation: 15#
IEEE Transactions on Multimedia (TMM), 2024
Shuang Chen, Amir Atapour-Abarghouei and Hubert P. H. Shum
Webpage Cite This Plain Text
Shuang Chen, Amir Atapour-Abarghouei and Hubert P. H. Shum, "HINT: High-quality INpainting Transformer with Mask-Aware Encoding and Enhanced Attention," IEEE Transactions on Multimedia, vol. 26, pp. 7649-7660, IEEE, 2024.
Bibtex
@article{chen24hint,
 author={Chen, Shuang and Atapour-Abarghouei, Amir and Shum, Hubert P. H.},
 journal={IEEE Transactions on Multimedia},
 title={HINT: High-quality INpainting Transformer with Mask-Aware Encoding and Enhanced Attention},
 year={2024},
 volume={26},
 pages={7649--7660},
 numpages={12},
 doi={10.1109/TMM.2024.3369897},
 issn={1520-9210 },
 publisher={IEEE},
}
RIS
TY  - JOUR
AU  - Chen, Shuang
AU  - Atapour-Abarghouei, Amir
AU  - Shum, Hubert P. H.
T2  - IEEE Transactions on Multimedia
TI  - HINT: High-quality INpainting Transformer with Mask-Aware Encoding and Enhanced Attention
PY  - 2024
VL  - 26
SP  - 7649
EP  - 7660
DO  - 10.1109/TMM.2024.3369897
SN  - 1520-9210
PB  - IEEE
ER  - 
Paper Supplementary Material GitHub YouTube
Geometric Features Enhanced Human-Object Interaction Detection
Geometric Features Enhanced Human-Object Interaction Detection Impact Factor: 5.6Top 25% Journal in Engineering, Electrical & Electronic
IEEE Transactions on Instrumentation and Measurement (TIM), 2024
Manli Zhu, Edmond S. L. Ho, Shuang Chen, Longzhi Yang and Hubert P. H. Shum
Webpage Cite This Plain Text
Manli Zhu, Edmond S. L. Ho, Shuang Chen, Longzhi Yang and Hubert P. H. Shum, "Geometric Features Enhanced Human-Object Interaction Detection," IEEE Transactions on Instrumentation and Measurement, vol. 73, IEEE, 2024.
Bibtex
@article{zhu24geometric,
 author={Zhu, Manli and Ho, Edmond S. L. and Chen, Shuang and Yang, Longzhi and Shum, Hubert P. H.},
 journal={IEEE Transactions on Instrumentation and Measurement},
 title={Geometric Features Enhanced Human-Object Interaction Detection},
 year={2024},
 volume={73},
 numpages={14},
 doi={10.1109/TIM.2024.3427800},
 issn={0018-9456},
 publisher={IEEE},
}
RIS
TY  - JOUR
AU  - Zhu, Manli
AU  - Ho, Edmond S. L.
AU  - Chen, Shuang
AU  - Yang, Longzhi
AU  - Shum, Hubert P. H.
T2  - IEEE Transactions on Instrumentation and Measurement
TI  - Geometric Features Enhanced Human-Object Interaction Detection
PY  - 2024
VL  - 73
DO  - 10.1109/TIM.2024.3427800
SN  - 0018-9456
PB  - IEEE
ER  - 
Paper Supplementary Material GitHub
Artificial Intelligence for Geometry-Based Feature Extraction, Analysis and Synthesis in Artistic Images: A Survey
Artificial Intelligence for Geometry-Based Feature Extraction, Analysis and Synthesis in Artistic Images: A Survey Impact Factor: 10.7Top 10% Journal in Computer Science, Artificial Intelligence
Artificial Intelligence Review (AIRE), 2024
Mridula Vijendran, Jingjing Deng, Shuang Chen, Edmond S. L. Ho and Hubert P. H. Shum
Webpage Cite This Plain Text
Mridula Vijendran, Jingjing Deng, Shuang Chen, Edmond S. L. Ho and Hubert P. H. Shum, "Artificial Intelligence for Geometry-Based Feature Extraction, Analysis and Synthesis in Artistic Images: A Survey," Artificial Intelligence Review, vol. 58, no. 2, pp. 64, Springer, 2024.
Bibtex
@article{vijendran25artificial,
 author={Vijendran, Mridula and Deng, Jingjing and Chen, Shuang and Ho, Edmond S. L. and Shum, Hubert P. H.},
 journal={Artificial Intelligence Review},
 title={Artificial Intelligence for Geometry-Based Feature Extraction, Analysis and Synthesis in Artistic Images: A Survey},
 year={2024},
 volume={58},
 number={2},
 pages={64},
 numpages={47},
 doi={10.1007/s10462-024-11051-3},
 issn={1573-7462},
 publisher={Springer},
}
RIS
TY  - JOUR
AU  - Vijendran, Mridula
AU  - Deng, Jingjing
AU  - Chen, Shuang
AU  - Ho, Edmond S. L.
AU  - Shum, Hubert P. H.
T2  - Artificial Intelligence Review
TI  - Artificial Intelligence for Geometry-Based Feature Extraction, Analysis and Synthesis in Artistic Images: A Survey
PY  - 2024
VL  - 58
IS  - 2
SP  - 64
EP  - 64
DO  - 10.1007/s10462-024-11051-3
SN  - 1573-7462
PB  - Springer
ER  - 
Paper
One-Index Vector Quantization Based Adversarial Attack on Image Classification
One-Index Vector Quantization Based Adversarial Attack on Image Classification Impact Factor: 3.9
Pattern Recognition Letters (PRL), 2024
Haiju Fan, Xiaona Qin, Shuang Chen, Hubert P. H. Shum and Ming Li
Webpage Cite This Plain Text
Haiju Fan, Xiaona Qin, Shuang Chen, Hubert P. H. Shum and Ming Li, "One-Index Vector Quantization Based Adversarial Attack on Image Classification," Pattern Recognition Letters, vol. 186, pp. 47-56, Elsevier, 2024.
Bibtex
@article{fan24oneindex,
 author={Fan, Haiju and Qin, Xiaona and Chen, Shuang and Shum, Hubert P. H. and Li, Ming},
 journal={Pattern Recognition Letters},
 title={One-Index Vector Quantization Based Adversarial Attack on Image Classification},
 year={2024},
 volume={186},
 pages={47--56},
 numpages={10},
 doi={10.1016/j.patrec.2024.09.001},
 issn={0167-8655},
 publisher={Elsevier},
}
RIS
TY  - JOUR
AU  - Fan, Haiju
AU  - Qin, Xiaona
AU  - Chen, Shuang
AU  - Shum, Hubert P. H.
AU  - Li, Ming
T2  - Pattern Recognition Letters
TI  - One-Index Vector Quantization Based Adversarial Attack on Image Classification
PY  - 2024
VL  - 186
SP  - 47
EP  - 56
DO  - 10.1016/j.patrec.2024.09.001
SN  - 0167-8655
PB  - Elsevier
ER  - 
Paper
Depth-Aware Endoscopic Video Inpainting
Depth-Aware Endoscopic Video Inpainting H5-Index: 96#Core A Conference
Proceedings of the 2024 International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2024
Francis Xiatian Zhang, Shuang Chen, Xianghua Xie and Hubert P. H. Shum
Webpage Cite This Plain Text
Francis Xiatian Zhang, Shuang Chen, Xianghua Xie and Hubert P. H. Shum, "Depth-Aware Endoscopic Video Inpainting," in MICCAI '24: Proceedings of the 2024 International Conference on Medical Image Computing and Computer Assisted Intervention, pp. 143-153, Marrakesh, Morocco, Springer, 2024.
Bibtex
@inproceedings{zhang24endoscopic,
 author={Zhang, Francis Xiatian and Chen, Shuang and Xie, Xianghua and Shum, Hubert P. H.},
 booktitle={Proceedings of the 2024 International Conference on Medical Image Computing and Computer Assisted Intervention},
 series={MICCAI '24},
 title={Depth-Aware Endoscopic Video Inpainting},
 year={2024},
 pages={143--153},
 doi={10.1007/978-3-031-72089-5_14},
 isbn={978-3-031-72089-5},
 publisher={Springer},
 location={Marrakesh, Morocco},
}
RIS
TY  - CONF
AU  - Zhang, Francis Xiatian
AU  - Chen, Shuang
AU  - Xie, Xianghua
AU  - Shum, Hubert P. H.
T2  - Proceedings of the 2024 International Conference on Medical Image Computing and Computer Assisted Intervention
TI  - Depth-Aware Endoscopic Video Inpainting
PY  - 2024
SP  - 143
EP  - 153
DO  - 10.1007/978-3-031-72089-5_14
SN  - 978-3-031-72089-5
PB  - Springer
ER  - 
Paper Supplementary Material GitHub
MxT: Mamba x Transformer for Image Inpainting
MxT: Mamba x Transformer for Image Inpainting H5-Index: 65#
Proceedings of the 2024 British Machine Vision Conference (BMVC), 2024
Shuang Chen, Amir Atapour-Abarghouei, Haozheng Zhang and Hubert P. H. Shum
Webpage Cite This Plain Text
Shuang Chen, Amir Atapour-Abarghouei, Haozheng Zhang and Hubert P. H. Shum, "MxT: Mamba x Transformer for Image Inpainting," in BMVC '24: Proceedings of the 2024 British Machine Vision Conference, Glasgow, UK, 2024.
Bibtex
@inproceedings{chen24mxt,
 author={Chen, Shuang and Atapour-Abarghouei, Amir and Zhang, Haozheng and Shum, Hubert P. H.},
 booktitle={Proceedings of the 2024 British Machine Vision Conference},
 series={BMVC '24},
 title={MxT: Mamba x Transformer for Image Inpainting},
 year={2024},
 location={Glasgow, UK},
}
RIS
TY  - CONF
AU  - Chen, Shuang
AU  - Atapour-Abarghouei, Amir
AU  - Zhang, Haozheng
AU  - Shum, Hubert P. H.
T2  - Proceedings of the 2024 British Machine Vision Conference
TI  - MxT: Mamba x Transformer for Image Inpainting
PY  - 2024
ER  - 
Paper GitHub YouTube
INCLG: Inpainting for Non-Cleft Lip Generation with a Multi-Task Image Processing Network
INCLG: Inpainting for Non-Cleft Lip Generation with a Multi-Task Image Processing Network Impact Factor: 1.3
Software Impacts (SIMPAC), 2023
Shuang Chen, Amir Atapour-Abarghouei, Edmond S. L. Ho and Hubert P. H. Shum
Webpage Cite This Plain Text
Shuang Chen, Amir Atapour-Abarghouei, Edmond S. L. Ho and Hubert P. H. Shum, "INCLG: Inpainting for Non-Cleft Lip Generation with a Multi-Task Image Processing Network," Software Impacts, vol. 17, pp. 100517, Elsevier, 2023.
Bibtex
@article{chen23inclg,
 author={Chen, Shuang and Atapour-Abarghouei, Amir and Ho, Edmond S. L. and Shum, Hubert P. H.},
 journal={Software Impacts},
 title={INCLG: Inpainting for Non-Cleft Lip Generation with a Multi-Task Image Processing Network},
 year={2023},
 volume={17},
 pages={100517},
 numpages={4},
 doi={10.1016/j.simpa.2023.100517},
 publisher={Elsevier},
}
RIS
TY  - JOUR
AU  - Chen, Shuang
AU  - Atapour-Abarghouei, Amir
AU  - Ho, Edmond S. L.
AU  - Shum, Hubert P. H.
T2  - Software Impacts
TI  - INCLG: Inpainting for Non-Cleft Lip Generation with a Multi-Task Image Processing Network
PY  - 2023
VL  - 17
SP  - 100517
EP  - 100517
DO  - 10.1016/j.simpa.2023.100517
PB  - Elsevier
ER  - 
Paper CodeOcean GitHub
A Feasibility Study on Image Inpainting for Non-Cleft Lip Generation from Patients with Cleft Lip
A Feasibility Study on Image Inpainting for Non-Cleft Lip Generation from Patients with Cleft Lip  Oral Paper
Proceedings of the 2022 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI), 2022
Shuang Chen, Amir Atapour-Abarghouei, Jane Kerby, Edmond S. L. Ho, David C. G. Sainsbury, Sophie Butterworth and Hubert P. H. Shum
Webpage Cite This Plain Text
Shuang Chen, Amir Atapour-Abarghouei, Jane Kerby, Edmond S. L. Ho, David C. G. Sainsbury, Sophie Butterworth and Hubert P. H. Shum, "A Feasibility Study on Image Inpainting for Non-Cleft Lip Generation from Patients with Cleft Lip," in BHI '22: Proceedings of the 2022 IEEE-EMBS International Conference on Biomedical and Health Informatics, pp. 1-4, Ioannina, Greece, IEEE, Sep 2022.
Bibtex
@inproceedings{chen22feasibility,
 author={Chen, Shuang and Atapour-Abarghouei, Amir and Kerby, Jane and Ho, Edmond S. L. and Sainsbury, David C. G. and Butterworth, Sophie and Shum, Hubert P. H.},
 booktitle={Proceedings of the 2022 IEEE-EMBS International Conference on Biomedical and Health Informatics},
 series={BHI '22},
 title={A Feasibility Study on Image Inpainting for Non-Cleft Lip Generation from Patients with Cleft Lip},
 year={2022},
 month={9},
 pages={1--4},
 numpages={4},
 doi={10.1109/BHI56158.2022.9926917},
 publisher={IEEE},
 location={Ioannina, Greece},
}
RIS
TY  - CONF
AU  - Chen, Shuang
AU  - Atapour-Abarghouei, Amir
AU  - Kerby, Jane
AU  - Ho, Edmond S. L.
AU  - Sainsbury, David C. G.
AU  - Butterworth, Sophie
AU  - Shum, Hubert P. H.
T2  - Proceedings of the 2022 IEEE-EMBS International Conference on Biomedical and Health Informatics
TI  - A Feasibility Study on Image Inpainting for Non-Cleft Lip Generation from Patients with Cleft Lip
PY  - 2022
Y1  - 9 2022
SP  - 1
EP  - 4
DO  - 10.1109/BHI56158.2022.9926917
PB  - IEEE
ER  - 
Paper GitHub

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