Address

Contact Information

Email: liuaw20@mails.tsinghua.edu.cn

Research Interests

  • Deep Learning
  • Large Language Models
  • Natural Language Processing

Aiwei Liu

Ph.D. Student

Tsinghua University

I am a fourth-year Ph.D. student at the School of Software in Tsinghua University, advised by Prof. Lijie Wen. I received my B.Eng. degree from the Software Institute in Nanjing University in 2020.

My research primarily focuses on developing techniques and methods for large language models (LLMs), including:

1. Watermarking for LLMs: Developing robust and verifiable watermarking methods to protect intellectual property rights and ensure traceability.
2. Safety Alignment for LLMs: Investigating approaches to align LLMs with human values and ensure their safe deployment.
3. Adversarial Examples for LLMs: Studying the vulnerabilities of LLMs to adversarial attacks and developing defense mechanisms.
4. Semantic Parsing with LLMs: Enhancing the performance of LLMs in semantic parsing tasks, such as Text-to-SQL conversion.

I am passionate about advancing the field of LLMs and addressing the challenges associated with their development and deployment. For more information about my work, please visit my website at https://exlaw.github.io/.