publications

2025

1. ICDM

   SmoothGuard: Defending Multimodal Large Language Models with Noise Perturbation and Clustering Aggregation

   Guangzhi Su, Shuchang Huang, Yutong Ke, and 3 more authors

   In Proceedings of the IEEE International Conference on Data Mining (ICDM) Workshops, 2025

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2. ICCV

   Keyframe-oriented Vision Token Pruning: Enhancing Efficiency of Large Vision Language Models on Long-Form Video Processing

   Yudong Liu, Jingwei Sun, Yueqian Lin, and 7 more authors

   In Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), 2025

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