Guanting Chen (陈冠廷)

Basic Information

• Institution: Beijing University of Posts and Telecommunications (BUPT), School of Computer Science
• Grade: First-year Master’s Student (2024 intake)
• Student ID: 2024111784
• Email: cgt@bupt.edu.cn
• Research Interests: Large Language Models, Retrieval Technologies (RAG, GraphRAG, etc.)

Education Background

• Beijing University of Posts and Telecommunications
  Master of Computer Science and Technology
  Sep 2024 - Present

• Shenzhen University
  Bachelor of Computer Science and Technology
  Sep 2019 - Jun 2023

Research Interests

• Application and Optimization of Large Language Models (LLMs)
• Retrieval-Augmented Generation (RAG) and Related Technologies
• Graph-structured Data in Retrieval Systems (GraphRAG)

Project Experience

1. RAG-based QA System Optimization

• Improved retrieval module using BERT and other models to enhance QA accuracy
• Explored multimodal data applications in RAG frameworks

2. GraphRAG Research

• Investigated graph neural networks for knowledge graph retrieval
• Designed graph-structure-based retrieval augmentation methods

Technical Skills

• Programming Languages: Python, C++, Java
• Frameworks & Tools: PyTorch, HuggingFace Transformers, LangChain
• Other Skills: Machine Learning, Data Mining, Natural Language Processing

Honors & Awards

• (To be filled with scholarships, competition awards, etc.)

Contact

• Email: cgt@bupt.edu.cn
• GitHub: https://github.com/cgtaa-cmyk/