Bai Yunpeng

Bai Yunpeng

白云鹏

Postdoctoral Researcher
Aalto University

HUMAN–COMPUTER INTERACTION

Understanding human decision-making

I am a postdoctoral researcher at Aalto University. I study how people allocate attention and make decisions when interacting with technology.

My research combines computational rationality, reinforcement learning, and human–computer interaction. I build models and simulations of human behavior to help researchers and designers understand users and improve interactive systems.

My doctoral research at the National University of Singapore was supervised by Shengdong Zhao and Antti Oulasvirta, with a focus on computationally rational modeling and heads-up computing.

Computational modeling · Visual attention · Reinforcement learning

Publications

Google Scholar ↗
Figure from Hierarchical Resource Rationality Explains Human Reading Behavior

Nature Human Behaviour · 2026

Hierarchical Resource Rationality Explains Human Reading Behavior

Yunpeng Bai, Xiaofu Jin, Shengdong Zhao, Antti Oulasvirta

Figure from A Resource-Rational Principle for Modeling Visual Attention Control

CHI 2026 · Student Mentoring Program

A Resource-Rational Principle for Modeling Visual Attention Control

Bai Yunpeng

Figure from Simulation-based Optimization for Augmented Reading

CHI 2026 · STAR Workshop

Simulation-based Optimization for Augmented Reading

Bai Yunpeng, Shengdong Zhao, Antti Oulasvirta

Figure from Heads-Up Multitasker: Simulating Attention Switching On Optical Head-Mounted Displays

CHI 2024

Heads-Up Multitasker: Simulating Attention Switching On Optical Head-Mounted Displays

Bai Yunpeng, Aleksi Ikkala, Antti Oulasvirta, Shengdong Zhao, Lucia J. Wang, Pengzhi Yang, Peisen Xu

News

  • Our paper on modeling human reading was accepted to Nature Human Behaviour.
  • CHI 2026 in Barcelona: Student Mentoring Program, STAR Workshop, and student volunteering.
  • Announced a six-month research visit to the Computational Behavior Lab at Aalto University, hosted by Antti Oulasvirta, starting in August.
Earlier updates
  • Attending CHI 2024 in Honolulu, Hawaii.
  • Awarded the NUS ORIA 2024 Scholarship.
  • Heads-Up Multitasker published at CHI 2024.

A little more

I am from Taiyuan, Shanxi, China. Beyond my main research, my interests include signal processing, activity detection, 3D modeling, and manufacturing. Outside work, I enjoy video games, basketball, and football.