Welcome to Yingtao’s Homepage!

Biography

My name is Yingtao Luo (Ying-Tao Luo, 罗颖韬). I am a final-year Ph.D. candidate in Machine Learning (joint program) at Carnegie Mellon University. My research focuses on building adaptive and personalized AI systems that learn from interactions, reason over long-term context, and support complex decision-making.

Research Interest

LLM Post-Training · Generative Retrieval · Personal Agents · Long-Horizon Sequence Learning · Reinforcement Learning

Industry Experience

My work spans LLM agents, model training and post-training, and production-grade personalized generative retrieval systems. I have approximately two years of industry research experience across Roblox, Microsoft, Alibaba, and RealAI.

Open to Opportunities

I’m always happy to connect about research collaborations, industry opportunities, startups, or interesting ideas!