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Type
Preprint
Journal article
Conference paper
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Date
2025
2024
Kejia Zhang
,
Keda Tao
,
Zhiming Luo
,
Chang Liu
,
Jiasheng Tang
,
Huan Wang
(2025).
TARS: MinMax Token-Adaptive Preference Strategy for Hallucination Reduction in MLLMs
. Preprint.
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Project
Github
Kele Shao
,
Keda Tao
,
Kejia Zhang
,
Sicheng Feng
,
Mu Cai
,
Yuzhang Shang
,
Haoxuan You
,
Can Qin
,
Yang Sui
,
Huan Wang
(2025).
When Tokens Talk Too Much: A Survey of Multimodal Long-Context Token Compression across Images, Videos, and Audios
. Preprint.
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Github
Huggingface
Kejia Zhang
,
Juanjuan Weng
,
Shaozi Li
,
Zhiming Luo
(2025).
Towards Adversarial Robustness via Debiased High-Confidence Logit Alignment
. ICCV-2025.
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Github
Kejia Zhang
,
Keda Tao
,
Jiasheng Tang
,
Huan Wang
(2025).
Poison as Cure: Visual Noise for Mitigating Object Hallucinations in LVMs
. Preprint.
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Project
Github
Kejia Zhang
,
Juanjuan Weng
,
Yuanzheng Cai
,
Zhiming Luo
,
Shaozi Li
(2024).
Mitigating Low-Frequency Bias: Feature Recalibration and Frequency Attention Regularization for Adversarial Robustness
. Preprint.
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Github
Kejia Zhang
,
Junwei Wu
,
Juanjuan Weng
,
Guoqing Yang
,
Zhiming Luo
,
Shaozi Li
(2024).
Harmonizing Feature Maps: A Graph Convolutional Approach for Enhancing Adversarial Robustness
. Preprint.
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Github
Kejia Zhang
,
Xiao Ding
,
Bingbing Xiang
,
Haifeng Zhang
,
Zhongkui Bao
(2024).
Extracting Higher Order Topological Semantic via Motif-Based Deep Graph Neural Networks
. IEEE Transactions on Computational Social Systems (JCR-Q1).
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