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My name is Yuheng Ji, a lyric poet, a passionate lover of life and a master student at degree Chinese Academy of Science, Institute of Automation (CASIA). I'm supervised by Prof. Xiaolong Zheng in iBasic. My research interests include multi-modal representation learning, efficient modeling and adversarial robust in machine learning. |
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My research interests mainly multi-modal representation learning, efficient modeling and adversarial robust in machine learning.
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Yuheng Ji*, Yue Liu*, Zhicheng Zhang, Zhao Zhang, Yuting Zhao, Gang Zhou, Xingwei Zhang, Xinwang Liu, Xiaolong Zheng Arxiv, 2024 Paper We propose a parameter-efficient adversarial adaptation method named AdvLoRA by low-rank adaptation to improve the robustness of vision-language models. |
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Yuheng Ji*, Xingwei Zhang*, Gang Zhou, Xiaolong Zheng, Daniel Dajun Zeng China Conference on Command and Control (Outstanding Paper Award), 2023 Paper We propose a cross-modal hashing framework called CCMH (CLIP-based Cross-Modal Hashing), which facilitates the transferability of a well-trained real-value semantic subspace to a hash semantic subspace. |
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在攻读硕博期间参与了以下项目研究，主要负责项目中跨模态信息语义融合与理解等专题研究工作： |
Design and source code from Jon Barron's website