Jiaxin Huang
Pronouns: She/her/hers
Assistant Professor
Computer Science & Engineering
- Office
McKelvey Hall, Room 2010E
Google ScholarEducation
PhD, University of Illinois at Urbana-Champaign, 2023BEng, Tsinghua University, 2018
Expertise
Leverages large language models to enable label‑efficient knowledge acquisition and utilization
Research
Jiaxin Huang works in the field of natural language processing and data mining. Her research primarily focuses on leveraging large language models to enable label‑efficient knowledge acquisition and utilization. She develops novel approaches from constructing fundamental knowledge representations for concepts, entities and documents, to improving complex reasoning process for language models.Biography
She earned a doctorate in computer science from University of Illinois at Urbana-Champaign in 2023 and a bachelor’s degree in electrical engineering at Tsinghua University in Beijing in 2018. She was a recipient of the two-year Microsoft Research PhD fellowship in 2021 and received the C.W. Gear Outstanding Graduate Award from the UIUC Computer Science Department in 2022. She has been an author on 20 peer-reviewed conference papers and journal articles.