Joined the UIUC ATLAS Moonshot π
May 10, 2026
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1 min read
Honored to share that I’ve been invited by Prof. Jiawei Han to join the UIUC ATLAS Moonshot β Adaptive Technologies for Learning and Reskilling!
ATLAS aims to build an Upskill-as-You-Go AI education and reskilling ecosystem that connects learners, training providers, and employers through graph-grounded AI assistance. I’m working under an amazing advising team: Prof. ChengXiang Zhai, Prof. Jiaxuan You, Prof. Nancy M. Amato, Prof. Dilek Hakkani-TΓΌr, and Prof. Jiawei Han.
What I work on
- Open Reskill Graph: decompose curricula, job requirements, and learning materials into atomic skill nodes, dependency edges, and adaptive microlearning units.
- Trusted U-GO AI-pilot: ground LLM tutoring in structured skill graphs, learner-state modeling, and human-in-the-loop verification rather than ungrounded generation.
- Evaluation: support benchmark design for humanβAI learning interactions, including learning-gain measurement, skill-gap diagnosis, and metrics that distinguish a productive AI-pilot from passive autopilot usage.
Excited to bring my background in LLM agent evaluation, personalization, and multi-agent systems to graph-grounded educational agents! π€
