Publications

Published:


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. [pdf]
The 32nd ACM Multimedia Conference (ACM MM24), 2024. (Core Rank A*, CCF-A)

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] [code]
the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024. (Core Rank A*, CCF-A)

Zijun Long, Xuri Ge^✉, Richard Mccreadie, Joemon M. Jose
CFIR: Fast and Effective Long-Text To Image Retrieval for Large Corpora. [pdf] [code]
the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024. (Core Rank A*, CCF-A)

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

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. [J] [pdf] [code]
Information Processing and Management (IP&M), 2024. (IF=8.6, JCR Q1)

Jie Wang, Alexandros Karatzoglou, Ioannis Arapakis, Xin Xin, Xuri Ge, Jose M. Joemon
Sparks of Surprise: Multi-objective Recommendations with Hierarchical Decision Transformers for Diversity, Novelty, and Serendipity. [pdf]
33rd ACM International Conference on Information and Knowledge Management (CIKM), 2024. (Core Rank A)

Tong Shi, Xuri Ge, Joemon M Jose, Nicolas Pugeault, Paul Henderson
Detail-Enhanced Intra-and Inter-modal Interaction for Audio-Visual Emotion Recognition. [Arxiv]
27th International Conference on Pattern Recognition (ICPR), 2024.

Songpei Xu, Xuri Ge^✉, Chaitanya Kaul, Roderick Murray-Smith.
HpEIS: Learning Hand Pose Embeddings for Multimedia Interactive Systems. [pdf coming]
IEEE Conference on Multimedia Expo (ICME), 2024. [CORE Rank A]

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. (IF=7.2, JCR Q1)

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 (ECIR), 2024. [CORE Rank A]

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 (WACV2023), 2023.[CORE Rank A]

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.[CCF B]

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.[CCF B]

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. [CORE Rank A*]

Xuri Ge^*✉, Pengcheng Wang^*, Hu Han, Joemon M. Jose, Zhonglong Ji, Zhongqin Wu, Xiao Liu.
Local Global Relational Network for Facial Action Units Recognition. (Long-paper, Full Oral Report) [pdf]
IEEE International Conference on Automatic Face and Gesture Recognition (FG), 2021. [CORE Rank B] [TH-CPL Rank B]

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] [BibTex]
The 33th Conference on Neural Information Processing Systems (NeurIPS). 2019. [CORE Rank A*]

Xuri Ge , Fuhai Chen, Chen Shen, Rongrong Ji^✉
Colloquial Image Captioning. (Oral Report) [pdf] [BibTex]
IEEE International Conference on Multimedia and Expo (ICME), 2019. [CORE Rank A]



Pre-print:



Xuri Ge, Fuhai Chen, Songpei Xu, Fuxiang Tao, Jie Wang and Joemon M. Jose
Hire: Hybrid-modal Interaction with Multiple Relational Enhancements for Image-Text Matching. [Arxiv]
Under review, 2024.



Fuhai Chen#, Xuri Ge#, Xiaoshuai Sun, Yue Gao, Jianzhuang Liu, Fufeng Chen^✉, Wenjie Li^✉
Differentiated Relevances Embedding for Group-based Referring Expression Comprehension. [Arxiv]
Under review, 2023.



Fuxiang Tao, Wei Ma, Xuri Ge^✉, Anna Esposito, Alessandro Vinciarelli
The Relationship Between Speech Features Changes When You Get Depressed: Feature Correlations for Improving Speed and Performance of Depression Detection. [Arxiv]
Under review, 2023.



Fuhai Chen, Rongrong Ji^✉, Chengpeng Dai, Xuri Ge, Shengchuang Zhang, Xiaojing Ma, Yue Gao.
Factored Attention and Embedding for Unstructured-view Topic-related Ultrasound Report Generation. [Arxiv]



Xuri Ge^✉,Xiaoshuai Sun, Zhilong Ji, Pengcheng Wang, Xiao Liu, Zhongqin Wu
The DenseCap-Guided Attention Network For Image-Text Matching. [pdf coming]
Under review.




Patent:



Xuri Ge^✉, Zhilong Ji, Xiao Liu
检索方法、电子设备及计算机可读介质.
Published: CN 112287159 A; Num: 202011506349.4



Xuri Ge^✉, Zhilong Ji, Xiao Liu
弹幕生成方法、装置、电子设备及计算机存储介质.
Published: CN 112016573 A; Num: 202011112941.6