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ClearFairy: Capturing Creative Workflows through Decision Structuring, In-Situ Questioning, and Rationale Inference

Capturing professionals’ decision-making in creative workflows (e.g., UI/UX) is essential for reflection, collaboration, and knowledge sharing, yet existing methods often leave rationales incomplete and implicit decisions hidden. To address this, we present the CLEAR approach, which structures reasoning into cognitive…

Kihoon Son et al.Korea Advanced Institute of Science and Technology

Evalet: Evaluating Large Language Models through Functional Fragmentation

Practitioners increasingly rely on Large Language Models (LLMs) to evaluate generative AI outputs through "LLM-as-a-Judge" approaches. However, these methods produce holistic scores that obscure which specific elements influenced the assessments. We propose functional fragmentation, a method that dissects each output…

Tae Soo Kim et al.Korea Advanced Institute of Science and Technology

GenQuery: Supporting Expressive Visual Search with Generative Models

Designers rely on visual search to explore and develop ideas in early design stages. However, designers can struggle to identify suitable text queries to initiate a search or to discover images for similarity-based search that can adequately express their intent. We propose GenQuery, a novel system that integrates gen…

Kihoon Son et al.Korea Advanced Institute of Science and Technology

Demystifying Tacit Knowledge in Graphic Design: Characteristics, Instances, Approaches, and Guidelines

Despite the growing demand for professional graphic design knowledge, the tacit nature of design inhibits knowledge sharing. However, there is a limited understanding on the characteristics and instances of tacit knowledge in graphic design. In this work, we build a comprehensive set of tacit knowledge characteristics…

Kihoon Son et al.Korea Advanced Institute of Science and Technology

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Papeos: Augmenting Research Papers with Talk Videos

Research consumption has been traditionally limited to the reading of academic papers—a static, dense, and formally written format. Alternatively, pre-recorded conference presentation videos, which are more dynamic, concise, and colloquial, have recently become more widely available but potentially under-utilized. In…

Tae Soo Kim et al.Korea Advanced Institute of Science and Technology

Cells, Generators, and Lenses: Design Framework for Object-Oriented Interaction with Large Language Models

Large Language Models (LLMs) have become the backbone of numerous writing interfaces with the goal of supporting end-users across diverse writing tasks. While LLMs reduce the effort of manual writing, end-users may need to experiment and iterate with various generation configurations (e.g., inputs and model parameters…

Tae Soo Kim et al.Korea Advanced Institute of Science and Technology

DAPIE: Interactive Step-by-Step Explanatory Dialogues to Answer Children’s Why and How Questions

Children acquire an understanding of the world by asking "why'' and "how'' questions. Conversational agents (CAs) like smart speakers or voice assistants can be promising respondents to children's questions as they are more readily available than parents or teachers. However, CAs' answers to "why'' and "how'' question…

Yoonjoo Lee et al.Korea Advanced Institute of Science and Technology

Promptiverse: Scalable Generation of Scaffolding Prompts Through Human-AI Hybrid Knowledge Graph Annotation

Online learners are hugely diverse with varying prior knowledge, but most instructional videos online are created to be one-size-fits-all. Thus, learners may struggle to understand the content by only watching the videos. Providing scaffolding prompts can help learners overcome these struggles through questions and hi…

Yoonjoo Lee et al.Korea Advanced Institute of Science and Technology

Stylette: Styling the Web with Natural Language

End-users can potentially style and customize websites by editing them through in-browser developer tools. Unfortunately, end-users lack the knowledge needed to translate high-level styling goals into low-level code edits. We present Stylette, a browser extension that enables users to change the style of websites by e…

Tae Soo Kim et al.Korea Advanced Institute of Science and Technology

Supporting Collaborative Sequencing of Small Groups through Visual Awareness

Collaborative Sequencing (CoSeq) is the process by which a group collaboratively constructs a sequence. CoSeq is ubiquitous, occurring across diverse situations like trip planning, course scheduling, or book writing. Building a consensus on a sequence is desirable to groups, however, accomplishing this requires groups…

Tae Soo Kim et al.Korea Advanced Institute of Science and Technology

Coordination and Collaboration

Winder: Linking Speech and Visual Objects to Support Communication in Asynchronous Collaboration

Team members commonly collaborate on visual documents remotely and asynchronously. Particularly, students are frequently restricted to this setting as they do not share work schedules or physical workspaces. As communication in this setting has delays and limits the main modality to text, members exert more effort to…

Tae Soo Kim et al.Korea Advanced Institute of Science and Technology

Design for Collaborative Information-Seeking: Understanding User Challenges and Deploying Collaborative Dynamic Queries

Although Collaborative Information-Seeking (CIS) is becoming prevalent as people engage in shared decision-making, interface components adopted in the most commonly used information seeking tools (e.g., search, filter, select, and sort) are designed for individual use. To deepen our understanding of (1) how such singl…

Sungsoo (Ray) Hong et al.New York University

Coordination and Collaboration

Paper Title	Authors	Research Topics
ClearFairy: Capturing Creative Workflows through Decision Structuring, In-Situ Questioning, and Rationale Inference Capturing professionals’ decision-making in creative workflows (e.g., UI/UX) is essential for reflection, collaboration, and knowledge sharing, yet existing methods often leave rationales incomplete and implicit decisions hidden. To address this, we present the CLEAR approach, which structures reasoning into cognitive…	KS Kihoon Son et al.Korea Advanced Institute of Science and Technology
emoji_events Evalet: Evaluating Large Language Models through Functional Fragmentation Practitioners increasingly rely on Large Language Models (LLMs) to evaluate generative AI outputs through "LLM-as-a-Judge" approaches. However, these methods produce holistic scores that obscure which specific elements influenced the assessments. We propose functional fragmentation, a method that dissects each output…	TK Tae Soo Kim et al.Korea Advanced Institute of Science and Technology
GenQuery: Supporting Expressive Visual Search with Generative Models Designers rely on visual search to explore and develop ideas in early design stages. However, designers can struggle to identify suitable text queries to initiate a search or to discover images for similarity-based search that can adequately express their intent. We propose GenQuery, a novel system that integrates gen…	KS Kihoon Son et al.Korea Advanced Institute of Science and Technology
emoji_events Demystifying Tacit Knowledge in Graphic Design: Characteristics, Instances, Approaches, and Guidelines Despite the growing demand for professional graphic design knowledge, the tacit nature of design inhibits knowledge sharing. However, there is a limited understanding on the characteristics and instances of tacit knowledge in graphic design. In this work, we build a comprehensive set of tacit knowledge characteristics…	KS Kihoon Son et al.Korea Advanced Institute of Science and Technology
AdRecommended Learn AI Coding at CodeNow Structured lessons, hands-on projects, and continuous updates for people bringing AI into real development work. Explore Now
Papeos: Augmenting Research Papers with Talk Videos Research consumption has been traditionally limited to the reading of academic papers—a static, dense, and formally written format. Alternatively, pre-recorded conference presentation videos, which are more dynamic, concise, and colloquial, have recently become more widely available but potentially under-utilized. In…	TK Tae Soo Kim et al.Korea Advanced Institute of Science and Technology
Cells, Generators, and Lenses: Design Framework for Object-Oriented Interaction with Large Language Models Large Language Models (LLMs) have become the backbone of numerous writing interfaces with the goal of supporting end-users across diverse writing tasks. While LLMs reduce the effort of manual writing, end-users may need to experiment and iterate with various generation configurations (e.g., inputs and model parameters…	TK Tae Soo Kim et al.Korea Advanced Institute of Science and Technology
DAPIE: Interactive Step-by-Step Explanatory Dialogues to Answer Children’s Why and How Questions Children acquire an understanding of the world by asking "why'' and "how'' questions. Conversational agents (CAs) like smart speakers or voice assistants can be promising respondents to children's questions as they are more readily available than parents or teachers. However, CAs' answers to "why'' and "how'' question…	YL Yoonjoo Lee et al.Korea Advanced Institute of Science and Technology
Promptiverse: Scalable Generation of Scaffolding Prompts Through Human-AI Hybrid Knowledge Graph Annotation Online learners are hugely diverse with varying prior knowledge, but most instructional videos online are created to be one-size-fits-all. Thus, learners may struggle to understand the content by only watching the videos. Providing scaffolding prompts can help learners overcome these struggles through questions and hi…	YL Yoonjoo Lee et al.Korea Advanced Institute of Science and Technology
emoji_events Stylette: Styling the Web with Natural Language End-users can potentially style and customize websites by editing them through in-browser developer tools. Unfortunately, end-users lack the knowledge needed to translate high-level styling goals into low-level code edits. We present Stylette, a browser extension that enables users to change the style of websites by e…	TK Tae Soo Kim et al.Korea Advanced Institute of Science and Technology
Supporting Collaborative Sequencing of Small Groups through Visual Awareness Collaborative Sequencing (CoSeq) is the process by which a group collaboratively constructs a sequence. CoSeq is ubiquitous, occurring across diverse situations like trip planning, course scheduling, or book writing. Building a consensus on a sequence is desirable to groups, however, accomplishing this requires groups…	TK Tae Soo Kim et al.Korea Advanced Institute of Science and Technology	Coordination and Collaboration
Winder: Linking Speech and Visual Objects to Support Communication in Asynchronous Collaboration Team members commonly collaborate on visual documents remotely and asynchronously. Particularly, students are frequently restricted to this setting as they do not share work schedules or physical workspaces. As communication in this setting has delays and limits the main modality to text, members exert more effort to…	TK Tae Soo Kim et al.Korea Advanced Institute of Science and Technology
Design for Collaborative Information-Seeking: Understanding User Challenges and Deploying Collaborative Dynamic Queries Although Collaborative Information-Seeking (CIS) is becoming prevalent as people engage in shared decision-making, interface components adopted in the most commonly used information seeking tools (e.g., search, filter, select, and sort) are designed for individual use. To deepen our understanding of (1) how such singl…	SH Sungsoo (Ray) Hong et al.New York University	Coordination and Collaboration