Pengkun Jiao

Fudan University. Shanghai.

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I am Pengkun Jiao, currently pursuing my doctoral studies at the School of Computer Science, Fudan University, under the supervision of Prof. Jingjing Chen and Prof. Yu-Gang Jiang. Additionally, I am also guided by Prof. Na Zhao and Prof. Bin Zhu.

My research interests focused on: Multi-modal Large Language Models, 3D, Domain Generalization, and Test Time Adaptation.

💼 Here is my CV EN/中文.

news

Jan 20, 2025 Gave a talk at ECNU, “Visual Instruction Tuning for Downstream Tasks”
Oct 20, 2024 One paper about open-set single-source domain generalization (DEBUG) is accepted by TMM 2024.
Jul 11, 2024 My new website is online.
Jul 01, 2024 One paper about open-vocabulary 3D object detection (INHA) is accepted by ECCV 2024.

selected publications

  1. gas_eraser.jpg
    Don’t Deceive Me: Mitigating Gaslighting through Attention Reallocation in LMMs
    Pengkun Jiao, Bin Zhu, Jingjing Chen, and 2 more authors
    https://arxiv.org/abs/2504.09456, 2025
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  2. dual_lora.jpg
    Visual Cue Enhancement and Dual Low-Rank Adaptation for Efficient Visual Instruction Fine-Tuning
    Pengkun Jiao, Bin Zhu, Jingjing Chen, and 2 more authors
    https://arxiv.org/pdf/2411.12787, 2024
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  3. rode.jpg
    RoDE: Linear Rectified Mixture of Diverse Experts for Food Large Multi-Modal Models
    Pengkun Jiao, Xinlan Wu, Bin Zhu, and 3 more authors
    arXiv preprint arXiv:2407.12730, 2024
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  4. inha.jpg
    Unlocking Textual and Visual Wisdom: Open-Vocabulary 3D Object Detection Enhanced by Comprehensive Guidance from Text and Image
    Pengkun Jiao, Na Zhao, Jingjing Chen, and 1 more author
    ECCV, 2024
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  5. debug.jpg
    Domain Expansion and Boundary Growth for Open-Set Single-Source Domain Generalization
    Pengkun Jiao, Na Zhao, Jingjing Chen, and 1 more author
    TMM, 2024
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