Dae Hyun Kim

I am a postdoctoral researcher at KAIST, working with Prof. Juho Kim. My research interest is in the intersection of Human-Computer Interaction (HCI), Data Visualization, and Articificial Intelligence (AI). Specifically, I am interested in understanding human-human (e.g., author-reader) and human-AI communication around data and/or in other non-verbal context (e.g., metaverse, AI application planning), and building systems to support the communication process.

I completed my PhD in Computer Science at Stanford, with the mentorship of my advisor Prof. Maneesh Agrawala. My PhD work focuses on understanding the interactions between text and visualizations (dissertation). I did my undergrad in Computer Science at California Institute of Technology.

My CV is available here.


Conference & Journal Papers



Natural Language Dataset Generation Framework for Visualizations Powered by Large Language Models
Hyung-Kwon Ko, Hyeon Jeon, Gwanmo Park, Dae Hyun Kim, Nam Wook Kim, Juho Kim and Jinwook Seo
Proceedings of the 2024 CHI Conference on Human Factors in Computing Systems (CHI), May 2024. pp. 843:1-843:22.
PDF | arXiv | Code | Data Explorer


EmphasisChecker: A Tool for Guiding Chart and Caption Emphasis
Dae Hyun Kim, Seulgi Choi, Juho Kim, Vidya Setlur and Maneesh Agrawala
IEEE Transaction on Visualization and Computer Graphics (TVCG), 30(1), Jan 2024. pp. 120 – 130.
The IEEE Visualization Conference (VIS), Oct 2023.
PDF | MP4 (Usage Scenario) | ZIP (Supplemental) | Code


Sneak Pique: Exploring Autocompletion as a Data Discovery Scaffold for Supporting Visual Analysis
Vidya Setlur, Enamul Hoque, Dae Hyun Kim and Angel X. Chang
The 33rd Annual ACM Symposium on User Interface Software and Technology (UIST), Oct 2020. pp. 966-978.
PDF


Facilitating Document Reading by Linking Text and Tables
Dae Hyun Kim, Enamul Hoque, Juho Kim and Maneesh Agrawala
The 31st Annual ACM Symposium on User Interface Software and Technology (UIST), Oct 2018. pp. 423-434.
PDF | MP4 | Data


Schedule-Dependent Synergistic Effect of Rituximab on Methotrexate Chemotherapy
against Lymphoma of the Central Nervous System

Juyoun Jin, Kyeung Min Joo, Yoonhee Nam, Dae Hyun Kim, Se Jeong Lee, Mi-Young Jo, Younggeon Jin,
Hyeong-Seok Kim, Soo Won Seo, Seok Jin Kim, Do-Hyun Nam and Won Seog Kim
Experimental and Therapeutic Medicine, 1(6), Nov 2010. pp. 943-946.


Workshops, Extended Abstracts & Work in Progress

A Vega-Lite Dataset and Natural Language Generation Pipeline with Large Language Models
Hyung-Kwon Ko, Hyeon Jeon, Gwanmo Park, Dae Hyun Kim, Nam Wook Kim, Juho Kim and Jinwook Seo
The IEEE Visualization Conference (VIS) Workshop:
NLVIZ: Exploring Research Opportunities for NL, Text, and Data Visualization, Oct 2023.
PDF



Archived Manuscripts & Working Papers

Finding Solutions to Generative Adversarial Privacy
Dae Hyun Kim, Taeyoung Kong and Seungbin Jeong
arXiV preprint arXiv:1810.02069, Oct 2018
PDF

Multiple Item, Ascending Price Auctions: An Experimental Examination of Alternative Auction Sequences
Dae Hyun Kim, Hsing Yang Lee, Travis Maron, Charles R. Plott and Ruijie D. Teo
SSRN, Apr. 2015.
PDF


Contact

For personal correspondence, I prefer email: