☕️About Me
Yuan Xia is currently pursuing a Ph.D. in Computer Science at the University of Southern California(USC). She specializes in areas of large language models (LLMs), multimodel AI, autonomous driving, distributed systems and software engineering. She leads a student group at CPS-VIDA Lab, which develops LLMs on perception system monitoring, driving event detection and program syntheis. She worked at Microsoft for building up multimodality LLM agentic workflow. She also worked at Bell Labs for machine learning researching, focusing on improving LLM logical reasoning.
- Large Language Models
- Multimodality AI
- Distributed Systems and Software Engineering
Ph.D. Computer Science
University of Southern California
BSc Computer Science & Honors Degree
University of California, Irvine
I’m a Ph.D. student at USC. I blog about machine learning, generative models, and intelligent systems.
I develop and incorporate advanced Generative Model(LLMs) in the logic reasoning, property learning, motion event summarization for complex intelligent systems. These techniques further aid the system monitoring and anomaly detection process.
Please reach out to collaborate 😃
Our student group now has new positions to undergraduate and graduate students! Feel free to reach out!
