Xiaozhi Yang

Xiaozhi (Taro) Yang

MindCORE Fellow · PennAI Fellow

University of Pennsylvania

About

Presenting my work on gaze and choice
Presenting my work at MindCORE retreat.
With MindCORE colleagues
"Committee meeting" at MindCORE retreat.
Penn student presenting at SNE
Penn's student presented her work at SNE.

I am a MindCORE Fellow and PennAI Fellow at the University of Pennsylvania, working with Sudeep Bhatia, Joe Kable, and Anna Schapiro. Before joining Penn, I completed my Ph.D. in Psychology at The Ohio State University with Ian Krajbich and spent time as a visiting researcher at UCLA. During my Ph.D., I interned at Meta FAIR Analytics and Snap Research.

I study how the mind learns, decides, and generalizes over time. My research examines the cognitive processes that unfold during learning and decision making, with a particular focus on how visual attention and memory guide these processes. At the core of my work are dynamic computational models of decision making, which I build and test with process-tracing tools such as eye-tracking and mouse-tracking, alongside methods from natural language processing and large language models.

My Research

My research program centers on three interconnected themes: (1) how information sampling shapes decisions, (2) how people selectively search for information, and (3) how experience shapes the knowledge that guides behavior.

Research program: process-tracing and measurement tools feed computational models.

These models map onto three research themes — click to see the related publications: