I’m Shanglin (Jason) Wu, a first-year Ph.D. student in Computer Science and Informatics at Emory University, where I am advised by Dr. Kai Shu. I received my Bachelor’s degree in Artificial Intelligence from Yuanpei College, Peking University in 2025.

My research interests center on building the next generation of autonomous AI agents. Specifically, my work addresses two fundamental challenges in the field: How do we make agents more trustworthy, and how do we make multiple agents work together effectively? I am driven by the potential of agents systems to solve complex, real-world problems across domains.

News

• 2025.07: 🎉🎉 Completed my internship in Microsft Research Asia Alumni!

Research Experience

• Microsoft Research Asia Alumni, Beijing, China, March 2025 - July 2025
  • Data, Knowledge, and Intelligence group
  • Research Intern

Publications

Improving Factuality in LLMs via Inference-Time Knowledge Graph Construction Shanglin Wu, Lihui Liu, Jinho D. Choi, Kai Shu

Memory in LLM-based Multi-agent Systems: Mechanisms, Challenges, and Collective Intelligence Shanglin Wu, Kai Shu

Education

• 2025 - Now: Ph.D., Computer Science and Informatics. Emory University.
• 2021 2025: B.s., Artificial Intelligence. Peking University

Academic Service

• Reviewer/Program Committee: ICLR{2026}, TACL{2026}, WWW{2026}, ACL ARR{2025}, IEEE CogMI{2025}, IEEE BigData{2026}.