About

Posted on Jan 8, 2025

About Me

Hi! I’m Jiale Liu, a third-year undergraduate student majoring in Computer Science. My academic interests lie at the intersection of machine learning, graph neural networks (GNNs), and large language models (LLMs). I am passionate about exploring innovative ways to enhance model interpretability and applying these technologies to solve real-world challenges.

Academic Background

  • Degree: Bachelor of Science in Computer Science
  • Institution: Huazhong Agricultural University
  • Research Interests:
    • Graph Neural Networks and their interpretability
    • Integrating large language models with graph-based tasks
    • Applications of AI in computational biology
  • Research Advisor: I’ve been fortunate to conduct research under the guidance of Associate Professor (Zeyu Zhang). During my time in his lab, I discovered my passion for research and refined my academic interests. It was a truly rewarding and inspiring experience.

Projects

I have worked on various exciting projects during my academic journey. Here are a few highlights:

  • Verbalized Graph Representation Learning: Developing interpretable models by leveraging textual descriptions for graph-based tasks.
  • Multi-Omics Data Integration: Combining diverse biological datasets to uncover hidden patterns using machine learning techniques.
  • Knowledge Graph Systems: Designing intelligent systems for enhanced data retrieval and visualization.

Beyond Academics

When I’m not immersed in research or coding, you’ll find me:

  • Exploring new technologies and open-source projects.
  • Writing blogs to document my learning journey.
  • Watching movies and Japanese anime.
  • Traveling to different places and embracing new cultures. I’ve had the privilege of visiting Xinjiang, Tibet, Thailand, Japan, Vietnam, and many other unforgettable destinations.

Feel free to reach out if you’d like to collaborate or discuss any of the topics mentioned above. You can find me on GitHub or Email.