Xuri Ge

Personal Homepage:Xuri Ge (https://xurige1995.github.io/), [Google scholar] [CV

Room 219,

School of Computing Science,

University of Glasgow,

Sir Alwyn Williams Building (SAWB),

Glasgow

G12 8RZ

ORCID iDhttps://orcid.org/0000-0002-3925-4951

Research title: The structured representations of images and text

Research Summary

More recently, I focus on:

  • Multimedia and Machine Learning
  • Computer Vision
  • Natural Language Processing
  • Medical AI

Publications:

  • Xuri Ge, Songpei Xu, Fuhai Chen, Jie Wang, Guoxing Wang, Shan An, Joemon M Jose. 3SHNet: Boosting Image-Sentence Retrieval via Visual Semantic-Spatial Self-Highlighting. Information Processing and Management (IP&M), 2024. 
  • Junchen Fu, Xuri Ge, Xin Xin, Alexandros Karatzoglou, Ioannis Arapakis, Jie Wang, Joemon M Jose. IISAN: Efficiently Adapting Multimodal Representation for Sequential Recommendation with Decoupled PEFT[pdf]. SIGIR (Full paper), 2024.
  • Zijun Long, Xuri GeRichard McCreadie, Joemon M Jose.CFIR: Fast and Effective Long-Text To Image Retrieval for Large Corpora[pdf]. SIGIR (Full paper), 2024.
  • Xuri Ge, Joemon M Jose, Songpei Xu, Xiao Liu, Hu Han. MGRR-Net: Multi-level graph relational reasoning network for facial action units detection, [J]. [pdf]. ACM Transactions on Intelligent Systems and Technology (TIST), 2024.
  • Jie Wang, Bansal Kanha, Arapakis Ioannis, Xuri Ge, Joemon M. Jose. Empowering Legal Citation Recommendation via Efficient Struction-Tuning of Pre-trained Language Models[pdf]. the 46th European Conference on Information Retrieval (ECIR2024).
  • Xuri Ge, Joemon M. Jose, Pengcheng Wang, Arunachalam Iyer, Xiao Liu, Hu Han. ALGRNet: Multi-Relational Adaptive Facial Action Unit Modelling for Face Representation and Relevant Recognitions, [J]. [pdf].IEEE Transactions on Biometrics, Behavior, and Identity Science (TBIOM), 2023.
  • Xuri Ge, Fuhai Chen, Songpe Xu, Fuxiang Tao, Joemon M. Jose. Cross-modal Semantic Enhanced Interaction for Image-Sentence Retrieval. [pdf]. Winter Conference on Applications of Computer Vision (WACV), 2023.
  • Fuxiang Tao, Xuri Ge, Wei Ma, Anna Esposito, Alessandro Vinciarelli. Multi-Local Attention for Speech-based Depression Detection. [pdf] IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023.
  • Songpei Xu, Chaitanya Kaul, Xuri Ge, Roderick Murray-Smith. Continuous Interaction with a Smart Speaker via Low-dimensional Embeddings of Dynamic Hand Pose. [pdf]. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023.
  • Xuri Ge, Fuhai Chen, Joemon M. Jose, Zhilong Ji, Zhongqin Wu, Xiao Liu. Structured Multi-modal Feature Embedding and Alignment for Image-Sentence Retrieval. [pdf] ACM International Conference on Multimedia (ACM MM), 2021. 
  • Xuri Ge, Pengcheng Wang, Hu Han, Joemon M. Jose, Zhonglong Ji, Zhongqin Wu, Xiao Liu. Local Global Relational Network for Facial Action Units Recognition. (Oral) [pdf] IEEE International Conference on Automatic Face and Gesture Recognition (FG), 2021. 
  • Xuri Ge, Fuhai Chen, Chen Shen, Rongrong Ji. Colloquial Image Captioning. (Oral) [pdf] IEEE International Conference on Multimedia and Expo (ICME), 2019. 
  • Fuhai Chen, Rongrong Ji, Jiayi Ji, Xiaoshuai Sun, Baochang Zhang, Xuri Ge, Yongjian Wu, Feiyue Huang, Yan Wang. Variational Structured Semantic Inference for Diverse Image Captioning. [pdf]. The 33th Conference on Neural Information Processing Systems (NeurIPS). 2019. 

Publications

List by: Type | Date

Jump to: 2024 | 2023
Number of items: 7.

2024

Ge, X. , Xu, S., Chen, F., Wang, J., Wang, G., An, S. and Jose, J. M. (2024) 3SHNet: Boosting image-sentence retrieval via visual semantic-spatial self-highlighting. Information Processing and Management, 61(4), 103716. (doi: 10.1016/j.ipm.2024.103716)

Ge, X. , Jose, J. M. , Xu, S., Liu, X. and Han, H. (2024) MGRR-Net: Multi-level graph relational reasoning network for facial action unit detection. Transactions on Intelligent Systems and Technology, 15(3), 41. (doi: 10.1145/3643863)

Fu, J., Ge, X. , Xin, X., Karatzoglou, A., Arapakis, I., Wang, J. and Jose, J. (2024) IISAN: Efficiently Adapting Multimodal Representation for Sequential Recommendation with Decoupled PEFT. In: 47th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2024), Washington D.C., USA, 14-18 July 2024, (Accepted for Publication)

Long, Z. , Ge, X. , Mccreadie, R. and Jose, J. M. (2024) CFIR: Fast and Effective Long-Text To Image Retrieval for Large Corpora. In: 47th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2024), Washington D.C., USA, 14-18 July 2024, (Accepted for Publication)

Xu, S., Ge, X. , Kaul, C. and Murray-Smith, R. (2024) HpEIS: Learning Hand Pose Embeddings for Multimedia Interactive Systems. In: ICME 2024, Niagara Falls, ON, Canada, 15-19 July 2024, (Accepted for Publication)

2023

Wang, J., Bansal, K., Arapakis, I., Ge, X. and Jose, J. (2023) Empowering Legal Citation Recommendation via Efficient Instruction-Tuning of Pre-trained Language Models. In: 46th European Conference on Information Retrieval (ECIR2024), Glasgow, Scotland, 24-28 March 2024, (Accepted for Publication)

Ge, X. , Jose, J. M. , Wang, P., Iyer, A. , Liu, X. and Han, H. (2023) ALGRNet: Multi-relational adaptive facial action unit modelling for face representation and relevant recognitions. IEEE Transactions on Biometrics, Behavior, and Identity Science, 5(4), pp. 566-578. (doi: 10.1109/TBIOM.2023.3306810)

This list was generated on Wed Jun 19 07:50:43 2024 BST.
Number of items: 7.

Articles

Ge, X. , Xu, S., Chen, F., Wang, J., Wang, G., An, S. and Jose, J. M. (2024) 3SHNet: Boosting image-sentence retrieval via visual semantic-spatial self-highlighting. Information Processing and Management, 61(4), 103716. (doi: 10.1016/j.ipm.2024.103716)

Ge, X. , Jose, J. M. , Xu, S., Liu, X. and Han, H. (2024) MGRR-Net: Multi-level graph relational reasoning network for facial action unit detection. Transactions on Intelligent Systems and Technology, 15(3), 41. (doi: 10.1145/3643863)

Ge, X. , Jose, J. M. , Wang, P., Iyer, A. , Liu, X. and Han, H. (2023) ALGRNet: Multi-relational adaptive facial action unit modelling for face representation and relevant recognitions. IEEE Transactions on Biometrics, Behavior, and Identity Science, 5(4), pp. 566-578. (doi: 10.1109/TBIOM.2023.3306810)

Conference Proceedings

Fu, J., Ge, X. , Xin, X., Karatzoglou, A., Arapakis, I., Wang, J. and Jose, J. (2024) IISAN: Efficiently Adapting Multimodal Representation for Sequential Recommendation with Decoupled PEFT. In: 47th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2024), Washington D.C., USA, 14-18 July 2024, (Accepted for Publication)

Long, Z. , Ge, X. , Mccreadie, R. and Jose, J. M. (2024) CFIR: Fast and Effective Long-Text To Image Retrieval for Large Corpora. In: 47th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2024), Washington D.C., USA, 14-18 July 2024, (Accepted for Publication)

Xu, S., Ge, X. , Kaul, C. and Murray-Smith, R. (2024) HpEIS: Learning Hand Pose Embeddings for Multimedia Interactive Systems. In: ICME 2024, Niagara Falls, ON, Canada, 15-19 July 2024, (Accepted for Publication)

Wang, J., Bansal, K., Arapakis, I., Ge, X. and Jose, J. (2023) Empowering Legal Citation Recommendation via Efficient Instruction-Tuning of Pre-trained Language Models. In: 46th European Conference on Information Retrieval (ECIR2024), Glasgow, Scotland, 24-28 March 2024, (Accepted for Publication)

This list was generated on Wed Jun 19 07:50:43 2024 BST.

Grants

China Scholarship Council (CSC) Scholarships, 2021.01-2025.01.

Teaching

MSc Supervision, School of Computing Science, University of Glasgow

  • 2023.07 - 2023.09, Shilong Meng, "Facial Action Unit Detection".
  • 2023.07 - 2023.09, Qinglin Yang, "Facial Paralysis Estimation".
  • 2023.07 - 2023.09, Kaiwen Zheng, "Facial Micro-Expression Recognition".
  • 2022.07 - 2022.09, Quang Trung Tran, "Facial Micro-expression Recognition". Now at Scottish Water.

Tutor, School of Computing Science, University of Glasgow, UK

  • Summer 2021, Teaching assistant of “Text as Data (Master)”, University of Glasgow.
  • Summer 2021, Teaching assistant of “Web Science (M.)”, University of Glasgow.
  • Spring 2022, Tutor of “Text as Data (M.)”, University of Glasgow.
  • Spring 2022, Tutor of “Web Science (M.)”, University of Glasgow.
  • Spring 2022, Tutor of “Information Visualisation (M.)”, University of Glasgow.
  • Winter 2022, Tutor of “Machine Learning (M.)”, University of Glasgow.
  • Winter 2022, Tutor of “Computer Vision (High-level)”, University of Glasgow.
  • Spring 2023, Tutor of “Text as Data (M.)”, University of Glasgow.
  • Spring 2023, Tutor of “Web Science (M.)”, University of Glasgow.
  • Winter 2023, Tutor of “Machine Learning (M.)”, University of Glasgow.