葛旭日
Research Associate
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Personal Information
  • Date of Employment:
    2024-12
  • School/Department:
    山东大学浪潮人工智能学院
  • Education Level:
    Postgraduate (Doctoral)
  • Gender:
    Male
  • Degree:
    博士
  • Alma Mater:
    University of Glasgow
  • Supervisor of Master's Candidates
Biography

Now, I (Xuri Ge) am an Assistant Professor at the School of Artificial Intelligence, Shandong University (SDU), China. Previously, I received my PhD at School of Computing ScienceUniversity of Glasgow, Scotland, UK in 2024 and a member of the GAIR-Lab in Information, Data and Analysis (IDA) group. My principal supervisor is Prof. Joemon M Jose and second supervisor is Dr. Gerardo Aragon Camarasa. I received my master's degree from Xiamen University in 2020. My advisors are Prof. Rongrong Ji and Minghui Shi. During my master, I worked in the Laboratory of MAC, Artificial Intelligence Department, School of Informatics, Xiamen University, China.
More recently, my main research attention in multimodal information retrieval, Computer Vision, Natural Language Processing and Multimedia Sentiment Analysis, mainly including cross-modal retrieval, multimodal recommendation, facial action unit detection, image captioning, medical image analysis, etc.

Education
  • 2021-01 — 2024-11
    University of Glasgow(格拉斯哥大学)
    计算科学
    Doctoral Degree in Philosophy
  • 2017-09 — 2020-06
    厦门大学
    Computer Science and Technology
    Master's Degree in Engineering
Publication
Paper Publications

1. Li, Linqing. LLM supporting knowledge tracing leveraging global subject and student specific knowledge graphs .Information Fusion.2026,126

2. 葛旭日. The DenseCap-Guided Attention Network For Image-Text Matching .34th ACM Web Conference, WWW Companion 2025.2025 :2153-2160

3. . The 1st EReL@MIR Workshop on Efficient Representation Learning for Multimodal Information Retrieval .34th ACM Web Conference, WWW Companion 2025.2025 :2149-2152

4. Zhou, Yujia. The 1st NIP@IR Workshop on New Interaction Paradigms for Information Retrieval in the Era of Generative AI .48th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2025.2025 :4176-4179

5. Wang, Zihan. R3AG: First Workshop on Refined and Reliable Retrieval Augmented Generation .2024 Annual International ACM SIGIR Conference on Research and Development in Information Retrieval in the Asia Pacific Region.2024 :307-310

6. 葛旭日. Hire: Hybrid-Modal Interaction with Multiple Relational Enhancements for Image-Text Matching .ACM Transactions on Intelligent Systems and Technology.2025,16 (3)

7. Songpei Xu, Xuri Ge(通讯作者), Chaitanya Kaul, Roderick Murray-Smith. HandSolo: A Mid-Air Hand Pose Interaction Method Based on Disentangled Degrees-of-Hand-Freedom .ACM Multimedia 2025(CCF-A).2025

8. Linqing Li, Zhifeng Wang, Joemon M. Jose, Xuri Ge(通讯作者). LLM Supporting Knowledge Tracing Leveraging Global Subject and Student Specific Knowledge Graphs .Information Fusion(CCF-A, IF=15.5).2025

9. Yaoqin He , Junchen Fu, ...,  and Xuri Ge*(通讯作者). Double-Filter: Efficient Fine-tuning of Pre-trained Vision-Language Models via Patch&Layer Filtering .The 42nd International Conference on Machine Learning (ICML2025).2025

10. Jie Wang, Alexandros Karatzoglou, Ioannis Arapakis, Joemon M Jose, Xuri Ge. Beyond Accuracy: Decision Transformers for Reward-driven Multi-objective Recommendations .IEEE Transactions on Knowledge and Data Engineering(CCF-A).2025

11. Xuri Ge,.... The DenseCap-Guided Attention Network For Image-Text Matching .Companion Proceedings of the ACM on Web Conference 2025..2025

12. Xuri Ge,..... Hire: Hybrid-modal Interaction with Multiple Relational Enhancements for Image-Text Matching .ACM Transactions on Intelligent Systems and Technology (TIST), 2025. (IF=7.2, JCR Q1).2025

13. Kaiwen Zheng, Xuri Ge(通讯作者), Junchen Fu, Jun Peng, Joemon M Jose. Multimodal Representation Learning Techniques for Comprehensive Facial State Analysis .IEEE International Conference on Multimedia&Expo 2025 (CCF-B).2025

14. Xuri Ge, Junchen Fu, Fuhai Chen, Shan An, Nicu Sebe, Joemon M Jose. Towards end-to-end explainable facial action unit recognition via vision-language joint learning .Proceedings of the 32nd ACM International Conference on Multimedia (CCF-A).2024

15. Fuxiang Tao, Xuri Ge通讯作者, Wei Ma, Anna Esposito, Alessandro Vinciarelli. Cross-Data Multilevel Attention for Depression Detection: Analyzing the Interplay Between Read and Spontaneous Speech .IEEE International Conference on Bioinformatics and Biomedicine 2024 (CCF-B).2024

16. Xuri Ge, Songpei Xu, Fuhai Chen, Jie Wang, Guoxin Wang, Shan An, Joemon M Jose. 3SHNet: Boosting image–sentence retrieval via visual semantic–spatial self-highlighting .Information Processing & Management(SCI 1区).2024

17. Zijun Long, Xuri Ge(通讯作者), Richard McCreadie, Joemon M Jose. CFIR: Fast and Effective Long-Text To Image Retrieval for Large Corpora .ACM SIGIR 2024(CCF-A).2024

18. Xuri Ge, Joemon M Jose, Songpei Xu, Xiao Liu, Hu Han. MGRR-Net: Multi-level graph relational reasoning network for facial action units detection .ACM Transactions on Intelligent Systems and Technology (JCR=Q1).2024

19. 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 .IEEE Transactions on Biometrics, Behavior, and Identity Science (TBIOM) (IF=5.0).2023

20. Junchen Fu, Xuri Ge(通讯作者), Xin Xin, Alexandros Karatzoglou, Ioannis Arapakis, Jie Wang, Joemon M Jose. IISAN: Efficiently Adapting Multimodal Representation for Sequential Recommendation with Decoupled PEFT .ACM SIGIR 2024(CCF-A).2023

21. Fuxiang Tao, Xuri Ge通讯作者, Wei Ma, Anna Esposito, Alessandro Vinciarelli. Multi-Local Attention for Speech-based Depression Detection .2023 IEEE International Conference on Acoustics, Speech and Signal Processing.2023

22. Xuri Ge, Fuhai Chen, Songpei Xu, Fuxiang Tao, Joemon M Jose. Cross-modal semantic enhanced interaction for image-sentence retrieval .the IEEE/CVF winter conference on applications of computer vision.2023

23. Xuri Ge, Fuhai Chen, Joemon M Jose, Zhilong Ji, Zhongqin Wu, Xiao Liu. Structured multi-modal feature embedding and alignment for image-sentence retrieval .the 29th ACM international conference on multimedia(CCF-A).2021

24. 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 .Advances in Neural Information Processing Systems (NeurIPS).2019

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