معرفی
Academic Profile
Jin Guo is an Associate Professor at McGill University's School of Computer Science and an Associate Member of Mila (Quebec AI Institute). She holds a PhD from the University of Notre Dame and previously worked at Fuji Xerox in image processing and computer vision research.
Research Focus
Her interdisciplinary research bridges software engineering, human-computer interaction, and applied machine learning, with emphasis on:
- Collaborative knowledge sharing for diverse stakeholders
- Software documentation design and analysis
- Open source software sustainability
- AI/ML applications in development workflows
Publications Overview
Her recent work (2024-2025) demonstrates strong focus on AI transparency, OSS ecosystems, and developer tools, with methodologies spanning empirical studies, NLP techniques, and HCI design. Recurring themes include documentation effectiveness, community dynamics, and human factors in software.
Awards and Honors
- CSCW 2023 Best Paper & Methods Recognition Awards
- NSERC Discovery Accelerator Supplements Award (2019)
- ACM SIGSOFT Distinguished Paper Award (ICSE 2018)
- ASE 2017 Best Tool Paper Award
Funding and Academic Activities
Her research is supported by NSERC, FRQNT, Alfred P. Sloan Foundation, Google, and McGill. She currently supervises PhD candidates including Deeksha Arya (successfully defended 2025), and co-organizes the Human-Centered AI Reading Group at Mila.
