Assistant Professor
Zhu Chair in Computer Science | Affiliation: Computer Science
About
Honors
Machine Learning and Systems Junior Faculty Award, Google; IBM Fellowship Award, IBM; Conference on Computer and Communications Security (CCS) Outstanding Paper Award, Association for Computing Machinery (ACM)
Research: Security and Cryptography, Machine Learning and Data Mining
Dr. Guo's long-term research goal is to design effective and trustworthy machine-learning solutions for a wide range of security problems. His recent research includes designing foundation models for software and network security problems, building reinforcement learning-driven planning and scheduling systems for security problems, and improving the explainability and robustness of large models and reinforcement learning.
Education:
- PhD Pennsylvania State University
- MS Shanghai Jiao Tony University