Seokweon Jung

I’m a Postdoctoral Researcher at Data Interaction Group, Carnegie Mellon University with Adam Perer. I recieved PhD in Computer Science and Engineering from Seoul National University with the supervision of Jinwook Seo at the Human-Computer Interaction Lab.

In the context of Human–Computer Interaction (HCI) and Information Visualization, I focus on uncovering the hurdles people face when analyzing complex datasets and devising interactions and systems that alleviate these challenges. My research primarily focuses on Visual Analytics to help domain expert analyze complex dynamic graphs in their domains, supporting a better understanding of data through Human–AI Collaboration.

Looking ahead, I plan to investigate more thoroughly how humans and AI perceive graphs differently, devising refined visual strategies and metrics that more closely align with human intuition. Ultimately, I aim to extend these approaches across broader classes of complex data, enabling robust human-AI collaboration while promoting a deeper understanding of both AI processes and domain-specific insights for diverse audiences.