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Kejia Zhang

Kejia Zhang

Master Student

Xiamen University

I am a second-year M.S. student in the Department of Artificial Intelligence at Xiamen University, fortunate to be advised by Prof. Zhiming Luo. Previously, I received a B.S. in Mathematics from Anhui University, where I worked closely with Prof. Haifeng Zhang during my undergraduate studies.

Interests
  • Trustworthy LVMs
  • Computer Vision
  • Neural Network Robustness
Education
  • Department of Artificial Intelligence, 2023

    Xiamen University

  • School of Mathematical Sciences, 2019

    Anhui University

Latest

  • TARS: MinMax Token-Adaptive Preference Strategy for Hallucination Reduction in MLLMs
  • When Tokens Talk Too Much: A Survey of Multimodal Long-Context Token Compression across Images, Videos, and Audios
  • From Scratch to Submission: A Complete Guide to Academic Conference Paper Writing
  • Towards Adversarial Robustness via Debiased High-Confidence Logit Alignment
  • Poison as Cure: Visual Noise for Mitigating Object Hallucinations in LVMs
  • Mitigating Low-Frequency Bias: Feature Recalibration and Frequency Attention Regularization for Adversarial Robustness
  • Harmonizing Feature Maps: A Graph Convolutional Approach for Enhancing Adversarial Robustness
  • Extracting Higher Order Topological Semantic via Motif-Based Deep Graph Neural Networks

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