Welcome to Xinyue Sheng’s personal website!

Hi! I’m a first-year PhD student at the University of Michigan, Ann Arbor, advised by Prof. Danai Koutra. Prior to that, I pursued a B.S. in Data Science and Mathematics at NYU Shanghai and was fortunate to be advised by Prof. Qiaoyu Tan.

My current research interests are Large Language Models, multimodal intelligence, trustworthy AI and graph learning.

News

Our paper TrustGLM was accepted to KDD 2025.

Publication

TrustGLM: Evaluating the Robustness of GraphLLMs Against Prompt, Text, and Structure Attacks

Qihai Zhang*, Xinyue Sheng*, Yuanfu Sun, Qiaoyu Tan (*equal contribution)
ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD), 2025
Paper · Code

TrustGLM Figure