Songpei Xu

According to our database, Songpei Xu authored at least 19 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Climber-Pilot: A Non-Myopic Generative Recommendation Model Towards Better Instruction-Following.

Da Guo, Shijia Wang, Qiang Xiao, Yintao Ren, Weisheng Li, Songpei Xu, Ming Yue, Bin Huang, Guanlin Wu, Chuanjiang Luo

CoRR, February, 2026

Focal-RegionFace: Generating Fine-Grained Multi-attribute Descriptions for Arbitrarily Selected Face Focal Regions.

Kaiwen Zheng, Junchen Fu, Songpei Xu, Yaoqin He, Joemon M. Jose, Han Hu, Xuri Ge

CoRR, January, 2026

Focal-RegionFace: Generating Fine-Grained Multi-attribute Descriptions for Arbitrarily Selected Face Focal Regions.

Kaiwen Zheng, Junchen Fu, Songpei Xu, Yaoqin He, Joemon M. Jose, Hu Han, Xuri Ge

Proceedings of the 2026 International Conference on Multimedia Retrieval, 2026

Beyond Residuals: A Progressive Semantic-Preserving Quantization Approach for Recommendation.

Liwen Xiao, Shijia Wang, Songpei Xu, Qiang Xiao, Da Guo, Yintao Ren, Dongjing Wang, Chuanjiang Luo

Proceedings of the Database Systems for Advanced Applications, 2026

2025

<i>Hire</i>: Hybrid-Modal Interaction with Multiple Relational Enhancements for Image-Text Matching.

Xuri Ge, Fuhai Chen, Songpei Xu, Fuxiang Tao, Jie Wang, Joemon M. Jose

ACM Trans. Intell. Syst. Technol., June, 2025

An Efficient Large Recommendation Model: Towards a Resource-Optimal Scaling Law.

Songpei Xu, Shijia Wang, Da Guo, Xianwen Guo, Qiang Xiao, Fangjian Li, Chuanjiang Luo

CoRR, February, 2025

The DenseCap-Guided Attention Network For Image-Text Matching.

Xuri Ge, Linqing Li, Songpei Xu, Kaiwen Zheng, Yaoqin He, Junchen Fu, Joemon M. Jose

Proceedings of the Companion Proceedings of the ACM on Web Conference 2025, 2025

HandSolo: A Mid-Air Hand Pose Interaction Method Based on Disentangled Degrees-of-Hand-Freedom.

Songpei Xu, Xuri Ge, Chaitanya Kaul, Roderick Murray-Smith

Proceedings of the 33rd ACM International Conference on Multimedia, 2025

Double-Filter: Efficient Fine-tuning of Pre-trained Vision-Language Models via Patch&Layer Filtering.

Yaoqin He, Junchen Fu, Kaiwen Zheng, Songpei Xu, Fuhai Chen, Jie Li, Joemon M. Jose, Xuri Ge

Proceedings of the Forty-second International Conference on Machine Learning, 2025

Climber: Toward Efficient Scaling Laws for Large Recommendation Models.

Songpei Xu, Shijia Wang, Da Guo, Xianwen Guo, Qiang Xiao, Bin Huang, Guanlin Wu, Chuanjiang Luo

Proceedings of the 34th ACM International Conference on Information and Knowledge Management, 2025

Progressive Semantic Residual Quantization for Multimodal-Joint Interest Modeling in Music Recommendation.

Shijia Wang, Tianpei Ouyang, Qiang Xiao, Dongjing Wang, Yintao Ren, Songpei Xu, Da Guo, Chuanjiang Luo

Proceedings of the 34th ACM International Conference on Information and Knowledge Management, 2025

2024

MGRR-Net: Multi-level Graph Relational Reasoning Network for Facial Action Unit Detection.

Xuri Ge, Joemon M. Jose, Songpei Xu, Xiao Liu, Hu Han

ACM Trans. Intell. Syst. Technol., June, 2024

A Transfer Learning-Based Method for Personalized State of Health Estimation of Lithium-Ion Batteries.

Guijun Ma, Songpei Xu, Tao Yang, Zhenbang Du, Limin Zhu, Han Ding, Ye Yuan

IEEE Trans. Neural Networks Learn. Syst., January, 2024

3SHNet: Boosting image-sentence retrieval via visual semantic-spatial self-highlighting.

Xuri Ge, Songpei Xu, Fuhai Chen, Jie Wang, Guoxin Wang, Shan An, Joemon M. Jose

Inf. Process. Manag., 2024

Hire: Hybrid-modal Interaction with Multiple Relational Enhancements for Image-Text Matching.

Xuri Ge, Fuhai Chen, Songpei Xu, Fuxiang Tao, Jie Wang, Joemon M. Jose

CoRR, 2024

HpEIS: Learning Hand Pose Embeddings for Multimedia Interactive Systems.

Songpei Xu, Xuri Ge, Chaitanya Kaul, Roderick Murray-Smith

Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

2023

Cross-modal Semantic Enhanced Interaction for Image-Sentence Retrieval.

Xuri Ge, Fuhai Chen, Songpei Xu, Fuxiang Tao, Joemon M. Jose

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Continuous Interaction with A Smart Speaker via Low-Dimensional Embeddings of Dynamic Hand Pose.

Songpei Xu, Chaitanya Kaul, Xuri Ge, Roderick Murray-Smith

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

MGRR-Net: Multi-level Graph Relational Reasoning Network for Facial Action Units Detection.

Xuri Ge, Joemon M. Jose, Songpei Xu, Xiao Liu, Hu Han

CoRR, 2022