Understand
User preference, content, and context
PRISM Lab Intelligent Personalized AI
We build AI systems that understand users, recommend what matters, generate personalized experiences, and interact through intelligent conversation.
- Understand
- Recommend
- Generate
- Interact
Recommend
Ranking, prediction, and personalization
Generate
LLMs, multimodal AI, and generative recommendation
Interact
AI agents, RAG, and intelligent conversation
What We Research
Our research connects user understanding, recommendation, generation, and interaction to build personalized AI systems that are useful, adaptive, and trustworthy.
Personalized Recommendation
Modeling user preferences, behavior, and context to deliver relevant and trustworthy recommendations.
Multimodal Intelligence
Understanding users and content through text, images, reviews, and behavioral signals.
Generative & Foundation Models
Connecting foundation models with personalization to generate adaptive content and recommendations.
Agentic Personalized AI
Building AI agents that retrieve knowledge, reason with context, and interact naturally with users.
Latest from PRISM Lab
Discover recent research achievements, publications, awards, seminars, and activities from PRISM Lab. Visit the News page to explore the full archive.
Start Your Research Journey
At PRISM Lab, students grow from learning AI foundations to exploring ideas, building models, conducting rigorous research, and sharing meaningful results.
Learn
Build foundations in AI and data.
Explore
Discover questions in personalized AI.
Build
Develop models and intelligent services.
Research
Design and evaluate rigorous experiments.
Share
Present findings through papers and conferences.
Curious about personalized AI? Join PRISM Lab and turn your interests into meaningful research.
Join PRISM Lab