Rui Lv - USTC

About Me

I am currently a PhD candidate in Computer Science at the University of Science and Technology of China (USTC), supervised by Professor Qi Liu . My research focuses on natural language processing, graph data mining, and intelligent agents based on large language models (LLMs).

I warmly welcome opportunities to connect and exchange ideas, whether it's about life, academic pursuits, or anything in between—let's chat and grow together!😊

Education

PhD Candidate (Successive master-doctor program)

Computer Science and Technology, University of Science and Technology of China

GPA: 3.89/4.3 | 2022–Present
Bachelor of Science

Computer Science and Technology, University of Science and Technology of China

GPA: 3.57/4.3 | 2018–2022

Research Interests

Natural Language Processing (NLP): Focusing on the development of NLP models and improving their ability to understand and generate human language.
Graph Data Mining: Investigating graph-based algorithms for various applications such as knowledge representation and large-scale data analysis.
Intelligent Agents: Developing agents that leverage LLMs for adaptive learning.

Experience

Microsoft Research Intern (Feb 2022 – Sept 2022)

Worked on the research and development of an n-gram-based k-nearest neighbor machine translation algorithm, contributing to innovative improvements in machine translation systems.

Publications

GenAL: Generative Agent for Adaptive Learning

Rui Lv, Qi Liu*, Weibo Gao, Haotian Zhang, Junyu Lu, Linbo Zhu.

The 39th Annual AAAI Conference on Artificial Intelligence (AAAI'2025, Oral Presentation), Philadelphia, February 25 - March 4, 2025. Accepted.
GraphPrompter: Multi-stage Adaptive Prompt Optimization for Graph In-Context Learning

Rui Lv, Zaixi Zhang, Kai Zhang, Qi Liu*, et al.

IEEE International Conference on Data Engineering (ICDE'2025), 2025. Accepted.
N-gram Nearest Neighbor Machine Translation

Rui Lv, Junliang Guo, Rui Wang, Xu Tan, Tao Qin, Qi Liu*.

IEEE/ACM Transactions on Audio, Speech, and Language Processing (TASLP), May 30, 2024. Published.

Rui Lv (吕瑞)

About Me

Education

PhD Candidate (Successive master-doctor program)

Bachelor of Science

Research Interests

Experience

Microsoft Research Intern (Feb 2022 – Sept 2022)

Publications

GenAL: Generative Agent for Adaptive Learning

GraphPrompter: Multi-stage Adaptive Prompt Optimization for Graph In-Context Learning

N-gram Nearest Neighbor Machine Translation

Awards