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
Education
-
Ph.D Candidate, 2024-202X
Institute of Computing Technology
-
B.S. in Computer Science, 2020-2024
North China University of Technology
Publications
(2024).
Translating Words to Worlds: Zero-Shot Synthesis of 3D Terrain from Textual Descriptions Using Large Language Models.
Multimedia Tools and Applications (SCI Q1).
(2024).
Frequency-Importance Gaussian Splatting for Real-Time Lightweight Radiance Field Rendering.
Multimedia Tools and Applications (SCI Q2, CCF-C).
(2023).
Attack based on data : A novel perspective to attack sensitive points directly.
Cybersecurity (CCF-C).
Experience
Machine Learning Engineer Intern
Software Engineer Intern
Software Engineer Intern
Recent Posts
作者提出CoT-Influx方法，一种对CoT的示例和内容进行优化从而提高LLMs推理能力的方法，其核心思想是通过剪枝最大化有效信息的输入。
在本文，作者提出了一个新的数据集MaliciousInstruct，一种模型回答毒性评估方式，一种通过操纵解码超参数的攻击手段——generation exploitation，一种对齐策略——generation-aware alignment
