Welcome to Xinyue Sheng’s personal website!

Hi! I’m a senior pursuing B.S. in Data Science and Mathematics (Double Major) at New York University Shanghai and New York University. I was fortunate to work in DIRLab with Prof. Qiaoyu Tan on Graph Foundation Models, Trustworthy AI, and Large Language Models.

Currently, I am working on multimodal generative AI under the supervision of Prof. Qiaoyu Tan and Prof. Hongyi Wen.

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