publications

publications by categories in reversed chronological order.

2026

  1. Disentangling Semantic Attention from Structural Bias in the Attention Manifold
    Pengkun Jiao, Bin Zhu, Jingjing Chen, and 1 more author
    ACM MM, 2026
  2. Predicting Future Utility: Global Combinatorial Optimization for Task-Agnostic KV Cache Eviction
    Ziyao Tang, Pengkun Jiao, Xinhang Chen, and 3 more authors
    ICML, 2026
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  3. Spatiotemporal Sycophancy: Negation-Based Gaslighting in Video Large Language Models
    Ziyao Tang, Pengkun Jiao, Bin Zhu, and 3 more authors
    ACL Findings, 2026
    HTML
  4. 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
    ICMR, 2026
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2025

  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
    HTML
  2. dual_lora.jpg
    From Holistic to Localized: Local Enhanced Adapters for Efficient Visual Instruction Fine-Tuning
    Pengkun Jiao, Bin Zhu, Jingjing Chen, and 2 more authors
    ICCV, 2025
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2024

  1. 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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  2. 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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