Yuyao Ge 葛钰峣
Ph.D Candidate
Institute of Computing Technology(ICT)
Chinese Academy of Sciences (CAS)
About
Hi👋, welcome to visit my academic website! I am a Ph.D. candidate at Institute of Computing Technology(ICT), Chinese Academy of Sciences(CAS), majoring in Computer Science and Technology. I work on Large Language Model Reasoning and Graph Data Mining.
Interests
- Large Language Model
- Graph Data Mining
- Adversarial Attack
Education
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Ph.D Candidate, 2024-202X
Institute of Computing Technology
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B.S. in Computer Science, 2020-2024
North China University of Technology
Experience
Software Engineer Intern
Machine Learning Engineer Intern
Accomplishments
National Scholarship
Active Open-source Contributor of Paddle Neural Network
Publications
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(2024).
Frequency-Importance Gaussian Splatting for Real-Time Lightweight Radiance Field Rendering.
Multimedia Tools and Applications(JCR Q2, CCF-C).
(2024).
Frequency-Importance Gaussian Splatting for Real-Time Lightweight Radiance Field Rendering.
Multimedia Tools and Applications(JCR Q2, CCF-C).
(2023).
Unsupervised one-point attack based on differential evolution.
AANN2023.
(2023).
面向游戏与动漫的黑白漫画风格非真实感实时渲染方法.
系统仿真学报(CCF-T1).
Projects
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本方法通过控制扰动的L0和L∞实现对攻击扰动点数和幅度的限制以达到稀疏攻击。本方法利用特征提取和主成分分析方法对数据集各坐标进行降维，使用无监督算法搜索数据集中敏感点的坐标。然后根据频率定理破坏敏感点的高频信息生成对抗样本
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