葛旭日
助理研究员
所属院部: 人工智能学院
访问次数:
基本信息
  • 入职时间:
    2024-12
  • 所在单位:
    山东大学浪潮人工智能学院
  • 学历:
    研究生(博士)毕业
  • 性别:
  • 学位:
    博士
  • 毕业院校:
    University of Glasgow
  • 硕士生导师
教师简介

现为山东大学人工智能学院助理教授。此前,于2024年在英国苏格兰格拉斯哥大学(QS=76)计算机科学学院获得博士学位,为信息、数据和分析实验室(IDA)成员。我的导师是Joemon M Jose教授。我于2020年在厦门大学获得硕士学位。我的导师是纪荣嵘教授。在攻读硕士学位期间,在厦门大学信息学院人工智能系MAC实验室工作。

近期,我的主要研究方向为多模态表征学习、计算机视觉、自然语言处理和多媒体情感分析,主要包括多模态信息检索/推荐、多模态大模型、面部动作单元检测、表情识别、图像字幕生成、医学图像分析等。


教育经历
  • 2021-01  — 2024-11
    University of Glasgow(格拉斯哥大学)
    计算科学
    哲学博士学位
  • 2017-09  — 2020-06
    厦门大学
    计算机科学与技术
    工学硕士学位
研究领域

研究课题主要包括但不限于以下内容:

多模态表示学习 (Multi-modal Representation Learning)
计算机视觉(Computer Vision )与自然语言处理(Natural Language Processing)
多模态信息检索/推荐(Multimodal Information Retrieval/Recommendation)
多媒体情感分析(面部动作单元识别/情感识别, Facial Action Unit Recognition/Sentiment Recognition)

更多内容请查询个人主页:https://xurige1995.github.io/

科研成果
论文

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

2.  葛旭日. The DenseCap-Guided Attention Network For Image-Text Matching.  34th ACM Web Conference, WWW Companion 2025,  2153-2160, 2025. 

3.  . The 1st EReL@MIR Workshop on Efficient Representation Learning for Multimodal Information Retrieval.  34th ACM Web Conference, WWW Companion 2025,  2149-2152, 2025. 

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,  4176-4179, 2025. 

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,  307-310, 2024. 

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

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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