Dr Manli Zhu
PhD
, 2020 - 2024
Northumbria University
, UK
- Research Interest: Computer Vision, Human Motion Analysis, Interaction Modelling
- Thesis Title: Spatial representation learning for human-centric image and video understanding
- Examiners: Prof. Honghai Liu, Dr Ossama Alshabrawy
- Funded by Northumbria University.
Grants Involved
Postgraduate Research Scholarship: £65,000, PhD (PI: Hubert P. H. Shum)
Received from Northumbria University, UK, 2020-2022
Project Page
Received from Northumbria University, UK, 2020-2022
Project Page
Publications with the Team
Evaluating Large Language Model Performance on International Maritime Dangerous Goods Code Compliance
arXiv Preprint, 2026
Alexander Thomas, Hubert P. H. Shum, Darren Nellis, Manli Zhu, Phatpicha Yochum, William Bartle and Daniel Wrightson
Topics:
Cite This Plain Text
arXiv Preprint, 2026
Alexander Thomas, Hubert P. H. Shum, Darren Nellis, Manli Zhu, Phatpicha Yochum, William Bartle and Daniel Wrightson
Topics:
Cite This Plain Text
Alexander Thomas, Hubert P. H. Shum, Darren Nellis, Manli Zhu, Phatpicha Yochum, William Bartle and Daniel Wrightson, "Evaluating Large Language Model Performance on International Maritime Dangerous Goods Code Compliance," arXiv preprint arXiv:2608.21036, 2026.
Bibtex @article{thomas26evaluating,
author={Thomas, Alexander and Shum, Hubert P. H. and Nellis, Darren and Zhu, Manli and Yochum, Phatpicha and Bartle, William and Wrightson, Daniel},
journal={arXiv},
title={Evaluating Large Language Model Performance on International Maritime Dangerous Goods Code Compliance},
year={2026},
eprint={arXiv:2608.21036},
archivePrefix={arXiv},
primaryClass={cs.AI},
url={https://arxiv.org/abs/2608.21036},
}
RIS author={Thomas, Alexander and Shum, Hubert P. H. and Nellis, Darren and Zhu, Manli and Yochum, Phatpicha and Bartle, William and Wrightson, Daniel},
journal={arXiv},
title={Evaluating Large Language Model Performance on International Maritime Dangerous Goods Code Compliance},
year={2026},
eprint={arXiv:2608.21036},
archivePrefix={arXiv},
primaryClass={cs.AI},
url={https://arxiv.org/abs/2608.21036},
}
TY - Preprint
AU - Thomas, Alexander
AU - Shum, Hubert P. H.
AU - Nellis, Darren
AU - Zhu, Manli
AU - Yochum, Phatpicha
AU - Bartle, William
AU - Wrightson, Daniel
JO - arXiv preprints
SP - arXiv:2608.21036
KW - cs.AI
TI - Evaluating Large Language Model Performance on International Maritime Dangerous Goods Code Compliance
PY - 2026
ER -
AU - Thomas, Alexander
AU - Shum, Hubert P. H.
AU - Nellis, Darren
AU - Zhu, Manli
AU - Yochum, Phatpicha
AU - Bartle, William
AU - Wrightson, Daniel
JO - arXiv preprints
SP - arXiv:2608.21036
KW - cs.AI
TI - Evaluating Large Language Model Performance on International Maritime Dangerous Goods Code Compliance
PY - 2026
ER -
Geometric Features Enhanced Human-Object Interaction Detection Impact Factor: 5.9† Top 25% Journal in Engineering, Electrical & Electronic† Citation: 16#
IEEE Transactions on Instrumentation and Measurement (TIM), 2024
Manli Zhu, Edmond S. L. Ho, Shuang Chen, Longzhi Yang and Hubert P. H. Shum
Topics: Interaction Modelling, Action Recognition
Webpage Cite This Plain Text
IEEE Transactions on Instrumentation and Measurement (TIM), 2024
Manli Zhu, Edmond S. L. Ho, Shuang Chen, Longzhi Yang and Hubert P. H. Shum
Topics: Interaction Modelling, Action Recognition
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 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},
}
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 GitHubAU - 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 -
A Two-Stream Convolutional Network for Musculoskeletal and Neurological Disorders Prediction Impact Factor: 5.7† Top 10% Journal in Health Care Sciences & Services† Citation: 11#
Journal of Medical Systems (JMS), 2022
Manli Zhu, Qianhui Men, Edmond S. L. Ho, Howard Leung and Hubert P. H. Shum
Topics: Biomedical Engineering, Motion Analysis, Healthcare Diagnosis
Webpage Cite This Plain Text
Journal of Medical Systems (JMS), 2022
Manli Zhu, Qianhui Men, Edmond S. L. Ho, Howard Leung and Hubert P. H. Shum
Topics: Biomedical Engineering, Motion Analysis, Healthcare Diagnosis
Webpage Cite This Plain Text
Manli Zhu, Qianhui Men, Edmond S. L. Ho, Howard Leung and Hubert P. H. Shum, "A Two-Stream Convolutional Network for Musculoskeletal and Neurological Disorders Prediction," Journal of Medical Systems, vol. 46, no. 11, pp. 76, Springer, 2022.
Bibtex @article{zhu22twostream,
author={Zhu, Manli and Men, Qianhui and Ho, Edmond S. L. and Leung, Howard and Shum, Hubert P. H.},
journal={Journal of Medical Systems},
title={A Two-Stream Convolutional Network for Musculoskeletal and Neurological Disorders Prediction},
year={2022},
volume={46},
number={11},
pages={76},
numpages={12},
doi={10.1007/s10916-022-01857-5},
issn={1573-689X},
publisher={Springer},
}
RIS author={Zhu, Manli and Men, Qianhui and Ho, Edmond S. L. and Leung, Howard and Shum, Hubert P. H.},
journal={Journal of Medical Systems},
title={A Two-Stream Convolutional Network for Musculoskeletal and Neurological Disorders Prediction},
year={2022},
volume={46},
number={11},
pages={76},
numpages={12},
doi={10.1007/s10916-022-01857-5},
issn={1573-689X},
publisher={Springer},
}
TY - JOUR
AU - Zhu, Manli
AU - Men, Qianhui
AU - Ho, Edmond S. L.
AU - Leung, Howard
AU - Shum, Hubert P. H.
T2 - Journal of Medical Systems
TI - A Two-Stream Convolutional Network for Musculoskeletal and Neurological Disorders Prediction
PY - 2022
VL - 46
IS - 11
SP - 76
EP - 76
DO - 10.1007/s10916-022-01857-5
SN - 1573-689X
PB - Springer
ER -
PaperAU - Zhu, Manli
AU - Men, Qianhui
AU - Ho, Edmond S. L.
AU - Leung, Howard
AU - Shum, Hubert P. H.
T2 - Journal of Medical Systems
TI - A Two-Stream Convolutional Network for Musculoskeletal and Neurological Disorders Prediction
PY - 2022
VL - 46
IS - 11
SP - 76
EP - 76
DO - 10.1007/s10916-022-01857-5
SN - 1573-689X
PB - Springer
ER -
A Skeleton-Aware Graph Convolutional Network for Human-Object Interaction Detection
Proceedings of the 2022 IEEE International Conference on Systems, Man, and Cybernetics (SMC), 2022
Manli Zhu, Edmond S. L. Ho and Hubert P. H. Shum
Topics: Interaction Modelling, Action Recognition
Webpage Cite This Plain Text
Proceedings of the 2022 IEEE International Conference on Systems, Man, and Cybernetics (SMC), 2022
Manli Zhu, Edmond S. L. Ho and Hubert P. H. Shum
Topics: Interaction Modelling, Action Recognition
Webpage Cite This Plain Text
Manli Zhu, Edmond S. L. Ho and Hubert P. H. Shum, "A Skeleton-Aware Graph Convolutional Network for Human-Object Interaction Detection," in SMC '22: Proceedings of the 2022 IEEE International Conference on Systems, Man, and Cybernetics, pp. 275-281, Prague, Czech Republic, IEEE, Oct 2022.
Bibtex @inproceedings{zhu22skeleton,
author={Zhu, Manli and Ho, Edmond S. L. and Shum, Hubert P. H.},
booktitle={Proceedings of the 2022 IEEE International Conference on Systems, Man, and Cybernetics},
series={SMC '22},
title={A Skeleton-Aware Graph Convolutional Network for Human-Object Interaction Detection},
year={2022},
month={10},
pages={275--281},
numpages={7},
doi={10.1109/SMC53654.2022.9945149},
publisher={IEEE},
location={Prague, Czech Republic},
}
RIS author={Zhu, Manli and Ho, Edmond S. L. and Shum, Hubert P. H.},
booktitle={Proceedings of the 2022 IEEE International Conference on Systems, Man, and Cybernetics},
series={SMC '22},
title={A Skeleton-Aware Graph Convolutional Network for Human-Object Interaction Detection},
year={2022},
month={10},
pages={275--281},
numpages={7},
doi={10.1109/SMC53654.2022.9945149},
publisher={IEEE},
location={Prague, Czech Republic},
}
TY - CONF
AU - Zhu, Manli
AU - Ho, Edmond S. L.
AU - Shum, Hubert P. H.
T2 - Proceedings of the 2022 IEEE International Conference on Systems, Man, and Cybernetics
TI - A Skeleton-Aware Graph Convolutional Network for Human-Object Interaction Detection
PY - 2022
Y1 - 10 2022
SP - 275
EP - 281
DO - 10.1109/SMC53654.2022.9945149
PB - IEEE
ER -
PaperAU - Zhu, Manli
AU - Ho, Edmond S. L.
AU - Shum, Hubert P. H.
T2 - Proceedings of the 2022 IEEE International Conference on Systems, Man, and Cybernetics
TI - A Skeleton-Aware Graph Convolutional Network for Human-Object Interaction Detection
PY - 2022
Y1 - 10 2022
SP - 275
EP - 281
DO - 10.1109/SMC53654.2022.9945149
PB - IEEE
ER -
Interpreting Deep Learning Based Cerebral Palsy Prediction with Channel Attention Citation: 27#
Proceedings of the 2021 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI), 2021
Manli Zhu, Qianhui Men, Edmond S. L. Ho, Howard Leung and Hubert P. H. Shum
Topics: Biomedical Engineering, Motion Analysis, Healthcare Diagnosis, Responsible AI
Webpage Cite This Plain Text
Proceedings of the 2021 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI), 2021
Manli Zhu, Qianhui Men, Edmond S. L. Ho, Howard Leung and Hubert P. H. Shum
Topics: Biomedical Engineering, Motion Analysis, Healthcare Diagnosis, Responsible AI
Webpage Cite This Plain Text
Manli Zhu, Qianhui Men, Edmond S. L. Ho, Howard Leung and Hubert P. H. Shum, "Interpreting Deep Learning Based Cerebral Palsy Prediction with Channel Attention," in BHI '21: Proceedings of the 2021 IEEE-EMBS International Conference on Biomedical and Health Informatics, pp. 1-4, IEEE, Jul 2021.
Bibtex @inproceedings{zhu21interpreting,
author={Zhu, Manli and Men, Qianhui and Ho, Edmond S. L. and Leung, Howard and Shum, Hubert P. H.},
booktitle={Proceedings of the 2021 IEEE-EMBS International Conference on Biomedical and Health Informatics},
series={BHI '21},
title={Interpreting Deep Learning Based Cerebral Palsy Prediction with Channel Attention},
year={2021},
month={7},
pages={1--4},
numpages={4},
doi={10.1109/BHI50953.2021.9508619},
issn={2641-3604},
publisher={IEEE},
}
RIS author={Zhu, Manli and Men, Qianhui and Ho, Edmond S. L. and Leung, Howard and Shum, Hubert P. H.},
booktitle={Proceedings of the 2021 IEEE-EMBS International Conference on Biomedical and Health Informatics},
series={BHI '21},
title={Interpreting Deep Learning Based Cerebral Palsy Prediction with Channel Attention},
year={2021},
month={7},
pages={1--4},
numpages={4},
doi={10.1109/BHI50953.2021.9508619},
issn={2641-3604},
publisher={IEEE},
}
TY - CONF
AU - Zhu, Manli
AU - Men, Qianhui
AU - Ho, Edmond S. L.
AU - Leung, Howard
AU - Shum, Hubert P. H.
T2 - Proceedings of the 2021 IEEE-EMBS International Conference on Biomedical and Health Informatics
TI - Interpreting Deep Learning Based Cerebral Palsy Prediction with Channel Attention
PY - 2021
Y1 - 7 2021
SP - 1
EP - 4
DO - 10.1109/BHI50953.2021.9508619
SN - 2641-3604
PB - IEEE
ER -
Paper YouTubeAU - Zhu, Manli
AU - Men, Qianhui
AU - Ho, Edmond S. L.
AU - Leung, Howard
AU - Shum, Hubert P. H.
T2 - Proceedings of the 2021 IEEE-EMBS International Conference on Biomedical and Health Informatics
TI - Interpreting Deep Learning Based Cerebral Palsy Prediction with Channel Attention
PY - 2021
Y1 - 7 2021
SP - 1
EP - 4
DO - 10.1109/BHI50953.2021.9508619
SN - 2641-3604
PB - IEEE
ER -
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