Yuyao Ge 葛钰峣

Ph.D Student

Institute of Computing Technology(ICT)

Chinese Academy of Sciences (CAS)

About

Hi👋, welcome to visit my website! I am a Ph.D student at Institute of Computing Technology(ICT), Chinese Academy of Sciences(CAS), advised by Prof. Shenghua Liu and Yiwei Wang . I work on Large Language Model (LLMs) Reasoning 🤖, especially in Reasoning LLMs and Solve complex logic problems with LLMs.

I completed research internships at Tsinghua University, focusing on large language model post-training, and at Microsoft Software Technology Center Asia (STCA), working on feature engineering and language model training.

Beyond my core research, I explore Web3+AI and Ethereum 🔗 (work with PharosInsight).

I welcome research collaborations 🤝, particularly in areas related to LLM reasoning and LLM representations 🧠.

News

🎉 [2025.05] One paper has been accepted by ACL 2025 Main.

Interests

Large Language Model Reasoning
Solve Logic Problems with LLMs

Education

Ph.D Candidate, 2024-202X

Institute of Computing Technology
B.S. in Computer Science, 2020-2024

North China University of Technology

Publications

🔍 Quickly discover relevant content by filtering publications.

Lizhe Chen, Binjia Zhou, Yuyao Ge 葛钰峣, Jiayi Chen, Shiguang NI (2025). PIS:Linking Importance Sampling and Attention Mechanisms for Efficient Prompt Compression.

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Lingrui Mei, Shenghua Liu, Yiwei Wang, Baolong Bi, Yuyao Ge 葛钰峣, Jun Wan, Yurong Wu, Xueqi Cheng (2025). a1: Steep Test-time Scaling Law via Environment Augmented Generation.

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Yuyao Ge 葛钰峣, Shenghua Liu, Yiwei Wang, Lingrui Mei, Lizhe Chen, Baolong Bi, Xueqi Cheng (2025). Innate Reasoning is Not Enough : In-Context Learning Enhances Reasoning Large Language Models with Less Overthinking.

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Yuyao Ge 葛钰峣, Shenghua Liu, Baolong Bi, Yiwei Wang, Lingrui Mei, Wenjie Feng, Lizhe Chen, Xueqi Cheng (2024). Can Graph Descriptive Order Affect Solving Graph Problems with LLMs?. Association for Computational Linguistics (ACL) Main, 2025 (CCF-A).

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Guangzi Zhang, Lizhe Chen, Yu Zhang, Yan Liu, Yuyao Ge 葛钰峣, Xingquan Cai (2024). Translating Words to Worlds: Zero-Shot Synthesis of 3D Terrain from Textual Descriptions Using Large Language Models. Multimedia Tools and Applications (SCI Q1).

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Lizhe Chen, Yan Hu, Yu Zhang, Yuyao Ge 葛钰峣, Haoyu Zhang, Xingquan Cai (2024). Frequency-Importance Gaussian Splatting for Real-Time Lightweight Radiance Field Rendering. Multimedia Tools and Applications (SCI Q2, CCF-C).

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Yuyao Ge 葛钰峣, Zhongguo Yang, Lizhe Chen, Yiming Wang, Chengyang Li (2023). Attack based on data : A novel perspective to attack sensitive points directly. Cybersecurity (CCF-C).

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