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Xiangyan Qu

Ph.D. Student
IIE, CAS
quxiangyan (at) iie.ac.cn


⭐️ About Me

I am a PhD student at the Institute of Information Engineering (IIE), Chinese Academy of Sciences (CAS). Before this, I received my bachelor’s degree in Internet of Things Engineering from the University of Science and Technology Beijing in 2021. My research is supervised by Prof. Gaopeng Gou and associate Prof. Jing Yu. My primary research interests are multi-modal machine learning and cross-modal semantic alignment, and my current research focuses on description-based zero- / few-shot learning and cross-modal retrieval.

🔥 News

📝 Publications

  1. CVPR 2025
    ProAPO: Progressively Automatic Prompt Optimization for Visual Classification
    Xiangyan Qu, Gaopeng Gou†, Jiamin Zhuang, Jing Yu, Kun Song, Qihao Wang, Yili Li, Gang Xiong
    IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2025
    PDF Code

  2. arxiv
    MADS: Multi-Attribute Document Supervision for Zero-Shot Image Classification
    Xiangyan Qu, Jing Yu†, Jiamin Zhuang, Gaopeng Gou, Gang Xiong, Qi Wu
    arxiv, 2025
    PDF

  3. MM 2024
    Visual-Semantic Decomposition and Partial Alignment for Document-based Zero-Shot Learning
    Xiangyan Qu, Jing Yu†, Keke Gai, Jiamin Zhuang, Yuanmin Tang, Gang Xiong, Gaopeng Gou, Qi Wu
    ACM International Conference on Multimedia (ACM MM), 2024
    PDF Code Poster

  4. TMM
    Towards Fast and Accurate Image-Text Retrieval with Self-Supervised Fine-Grained Alignment
    Jiamin Zhuang, Jing Yu†, Yang Ding, Xiangyan Qu, Yue Hu
    IEEE Transactions on Multimedia (TMM), (Impact factor 6.513)
    PDF Code

  5. arxiv
    Watermarking Vision-Language Pre-trained Models for Multi-modal Embedding as a Service
    Yuanmin Tang, Jing Yu†, Keke Gai, Xiangyan Qu, Yue Hu, Gang Xiong, Qi Wu
    arxiv, 2023
    PDF Code

  6. TII
    An Effective Deep Neural Network for Lung Lesions Segmentation From COVID-19 CT Images
    Cheng Chen, Kangneng Zhou, Muxi Zha, Xiangyan Qu, Hongyu Chen, Zhiliang Wang, Ruoxiu Xiao†
    IEEE Transactions on Industrial Informatics (TII), 2023
    PDF

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