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Kaifan Zhang

Ph.D. Student
Xidian University
zkaifan@163.com


About Me

I am a Ph.D. student at Xidian University, advised by Prof. Xinbo Gao and Prof. Lihuo He. I began my graduate studies in September 2023 and joined the integrated master’s–Ph.D. program in March 2025. My research focuses on decoding visual information from brain signals, with an emphasis on multimodal learning and visual reconstruction.

Research Interests

Publications

  1. arXiv
    EEG-EditBench: Probing Visual Information in EEG-Image Retrieval Models with Controlled Image Edits
    Kaifan Zhang, Lihuo He, Yuqi Ji, Junjie Ke, Lukun Wu, Tianhao You, Xinbo Gao
    arXiv preprint arXiv:2607.27857, 2026.
    PDF Code Project Page

  2. arXiv
    CognitionCapturerPro: Towards High-Fidelity Visual Decoding from EEG/MEG via Multi-modal Information and Asymmetric Alignment
    Kaifan Zhang, Lihuo He, Junjie Ke, Yuqi Ji, Lukun Wu, Lizi Wang, Xinbo Gao
    arXiv preprint arXiv:2603.12722, 2026.
    PDF Code

  3. AAAI 2026
    Shrinking the Teacher: An Adaptive Teaching Paradigm for Asymmetric EEG-Vision Alignment
    Lukun Wu, Jie Li, Ziqi Ren, Kaifan Zhang, Xinbo Gao
    Proceedings of the AAAI Conference on Artificial Intelligence, 2026.
    PDF

  4. arXiv
    YOLOA: Real-Time Affordance Detection via LLM Adapter
    Yuqi Ji, Junjie Ke, Lihuo He, Jun Liu, Kaifan Zhang, Yu-Kun Lai, Guiguang Ding, Xinbo Gao
    arXiv preprint arXiv:2512.03418, 2025.
    PDF

  5. TMM 2025
    Boosting Modal-Specific Representations for Sentiment Analysis With Incomplete Modalities
    Xin Jiang, Lihuo He, Fei Gao, Kaifan Zhang, Jie Li, Xinbo Gao
    IEEE Transactions on Multimedia, 2025.
    PDF

  6. AAAI 2025
    CognitionCapturer: Decoding Visual Stimuli from Human EEG Signal with Multimodal Information
    Kaifan Zhang, Lihuo He, Xin Jiang, Wen Lu, Di Wang, Xinbo Gao
    Proceedings of the AAAI Conference on Artificial Intelligence, 39(13), 14486–14493, 2025.
    PDF Code

Honors

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