Xuyuan Liu

I am a Ph.D. student in the Department of Computer Science at Dartmouth College, advised by Prof. Yujun Yan.
Previously, I obtained my Bachelor's degree in Computer Science from Nankai University, where I worked on knowledge-grounded NLP systems under the guidance of Prof. Zhenglu Yang.

Email  /  CV  /  Google Scholar  /  Linkedin  /  Github

Research

My research centers on the understanding of machine learning models through their representation spaces to gain deeper insights into their behavior. By analyzing their internal states, I aim to uncover the mechanisms of machine learning systems, thereby enabling further advancements and improved performance of these models.

News

Publications

1. Exploring Consistency in Graph Representations: from Graph Kernels to Graph Neural Networks
   Xuyuan Liu, Yinghao Cai, Qihui Yang, Yujun Yan
   NeurIPS 2024  
   Paper Poster

2. TreeMAN: Tree-enhanced Multimodal Attention Network for ICD Coding
   Zichen Liu, Xuyuan Liu, Yanlong Wen, Guoqing Zhao, Fen Xia Xiaojie Yuan
   COLING 2022   (ORAL)
   Paper

Honors

2023, Dartmouth Fellowship

2022, Academic Excellence Scholarship

2022, Scientific Research Innovation Scholarship

Services

Latest Update: 9/26/2024

Templates from Jon Barron.