Ge Liu

Dr. Ge Liu is an Assistant Professor at the Siebel School of Computing and Data Science, University of Illinois Urbana-Champaign. Her research focuses on Artificial Intelligence, Bioinformatics, and Ethical AI, with notable contributions to LLM policy frameworks, adversarial AI defenses, and social AI modeling. She teaches courses including CS 582 (ML for Bioinformatics) and CS 598 GBL (Genetic Models for Biomedical Sciences). Recent work emphasizes balancing AI safety and utility, particularly through policy design for large language models and multi-agent systems. Liu's publications address topics like content moderation, uncertainty expression in AI, and cross-modal video-language models.

• Education: Not explicitly listed in provided text

Her research interests span AI ethics, LLM behavior analysis, and computational biology applications. Key projects include MOSAIC (social AI simulations) and SciCode (scientific coding benchmarks). Collaborative efforts focus on multi-agent systems and adversarial attack defenses.

Publications highlight trends in AI safety, LLM governance, and multimodal learning. No scientific awards are listed, but her record includes notable contributions to Grainger Engineering's faculty expansion.