activity
20232026
most citedLeveraging Multimodal LLM for Inspirational User Interface Search

9 citations · 13 across the 8 of their papers we have counts for

collaborators

8 papers

cs.HC2026

Revisiting Channel Effectiveness: A Multi-Dimensional Evaluation with Primitive Visual Stimuli

Soohyun Lee, Seokhyeon Park, Minsuk Chang +1

Established channel effectiveness rankings primarily assess magnitude estimation accuracy in complete chart contexts, often neglecting other perceptual tasks such as discriminabili…

cs.CV2026

Disentangling Visual and Factual Correctness in LVLMs' Visualization Literacy

Soohyun Lee, Jaeyoung Kim, Seokhyeon Park +5

Large Vision-Language Models (LVLMs) show strong visualization interpretation, yet it is unclear whether their responses reflect genuine reasoning over visual evidence or factual p…

cs.HC2026★ 3 cited

Bridging Gulfs in UI Generation through Semantic Guidance

Seokhyeon Park, Soohyun Lee, Eugene Choi +4

While generative AI enables high-fidelity UI generation from text prompts, users struggle to articulate design intent and evaluate or refine results-creating gulfs of execution and…

cs.HC2026★ 1 cited

GhostUI: Unveiling Hidden Interactions in Mobile UI

Minkyu Kweon, Seokhyeon Park, Soohyun Lee +3

Modern mobile applications rely on hidden interactions--gestures without visual cues like long presses and swipes--to provide functionality without cluttering interfaces. While exp…

cs.LG2025

Measuring the Validity of Clustering Validation Datasets

Hyeon Jeon, Michaël Aupetit, DongHwa Shin +3

Clustering techniques are often validated using benchmark datasets where class labels are used as ground-truth clusters. However, depending on the datasets, class labels may not al…

cs.HC2025★ 9 cited

Leveraging Multimodal LLM for Inspirational User Interface Search

Seokhyeon Park, Yumin Song, Soohyun Lee +2

Inspirational search, the process of exploring designs to inform and inspire new creative work, is pivotal in mobile user interface (UI) design. However, exploring the vast space o…

cs.CV2024

Assessing Graphical Perception of Image Embedding Models using Channel Effectiveness

Soohyun Lee, Minsuk Chang, Seokhyeon Park +1

Recent advancements in vision models have greatly improved their ability to handle complex chart understanding tasks, like chart captioning and question answering. However, it rema…

cs.HC2023

Computational Approaches for App-to-App Retrieval and Design Consistency Check

Seokhyeon Park, Wonjae Kim, Young-Ho Kim +1

Extracting semantic representations from mobile user interfaces (UI) and using the representations for designers' decision-making processes have shown the potential to be effective…