Jie Yang

Hi! I am a 25Fall Ph.D. student in Computer Science at the University of Illinois Chicago (UIC). Previously, I was a research intern at Northwestern University, where I worked closely with Prof. Kaize Ding. I received my B.E. in Computer Science from Tongji University, working closely with Dawei Cheng.

My research interests focus on:

• LLM Agents
• Time Series Forecasting/Imputation
• Graph Anomaly Detection

📧 Contact

Email: jyang265[at]uic[dot]edu

🔥 News

• 2025.09: 🎉🎉 One paper is accepted by NeurIPS 2025!
• 2025.01: 🎉🎉 One paper is accepted by WWWW 2025!

📝 Publications

Notes:（*）indicates the equal contributions.

NeurIPS, 2025

Glocal Information Bottleneck for Time Series Imputation

Jie Yang, Kexin Zhang, Guibin Zhang, Philip S. Yu, Kaize Ding

Paper Code

WWW, 2025

Grad: Guided Relation Diffusion Generation for Graph Augmentation in Graph Fraud Detection

Jie Yang, Rui Zhang, Ziyang Cheng, Dawei Cheng, Guang Yang, Bo Wang

Paper Code

📖 Educations

• 2025.09-2030.06 (expected), Ph.D. in Computer Science, University of Illinois Chicago
• 2021.09- 2025.06, Bachelor in Computer Science, Tongji University

🔗 Service

• Conference Reviewer
  • 2026: ICLR