Sungsoo Ray Hong

schoolGeorge Mason Universitybar_chart#492 Global Rank

Total Papers

HCI Rank

#492

Research Areas

Years Active

Recent Publications

Designing Multi-Robot Ground Video Sensemaking with Public Safety Professionals

Videos from fleets of ground robots can advance public safety by providing scalable situational awareness and reducing professionals’ burden. Yet little is known about how to design and integrate multi-robot videos into public safety workflows. Collaborating with six police agencies, we examined how such videos coul…

CHI '26CorrespondingCognitive Impairment & Neurodiversity (Autism, ADHD, Dyslexia) +3

Lost in Translation: Understanding Autistic–Neurotypical Communication Style Differences in Job Postings

Autistic adults often use different communication styles than neurotypical individuals (NTs). While prior research has documented how such gaps disadvantage autistic job seekers, no study has systematically examined when these differences arise in language use and why autistic adults encounter interpretive gaps. Thi…

CSCW '24CorrespondingSession 1e: Human-AI Collaboration

3DPFIX: Improving Remote Novices' 3D Printing Troubleshooting through Human-AI Collaboration Design

The widespread consumer-grade 3D printers and learning resources online enable novices to self-train in remote settings. While troubleshooting plays an essential part of 3D printing, the process remains challenging for many remote novices even with the help of well-developed online sources, such as online troubleshoot…

UIST '24CorrespondingGenerative AI (Text, Image, Music, Video) +1

ShadowMagic: Designing Human-AI Collaborative Support for Comic Professionals’ Shadowing

Shadowing allows artists to convey realistic volume and emotion of characters in comic colorization. While AI technologies have the potential to improve professionals’ shadowing experience, current practice is manual and time-consuming. To understand how we can improve their shadowing experience, we conducted intervie…

CHI '24CorrespondingCognitive Impairment & Neurodiversity (Autism, ADHD, Dyslexia) +2

Collaborative Job Seeking for People with Autism: Challenges and Design Opportunities

Successful job search results from job seekers' well-shaped social communication. While well-known differences in communication exist between people with autism and neurotypicals, little is known about how people with autism collaborate with their social surroundings to strive in the job market. To better understand…

IUI '243rd AuthorExplainable AI (XAI) +2

Closing the Knowledge Gap in Designing Data Annotation Interfaces for AI-powered Disaster Management Analytic Systems

Data annotation interfaces predominantly leverage ground truth labels to guide annotators toward accurate responses. With the growing adoption of Artificial Intelligence (AI) in domain-specific professional tasks, it has become increasingly important to help beginning annotators identify how their early-stage knowledg…

CSCW '23CorrespondingHuman AI Collaboration II

Designing a Direct Feedback Loop between Humans and Convolutional Neural Networks through Local Explanations

The local explanation provides heatmaps on images to explain how Convolutional Neural Networks (CNNs) derive their output. Due to its visual straightforwardness, the method has been one of the most popular explainable AI (XAI) methods for diagnosing CNNs. Through our formative study (S1), however, we captured ML engin…

CHI '22CorrespondingGenerative AI (Text, Image, Music, Video) +1

FlatMagic: Improving Flat Colorization through AI-driven Design for Digital Comic Professionals

Creating digital comics involves multiple stages, some creative and some menial. For example, coloring a comic requires a labor-intensive stage known as 'flatting,' or masking segments of continuous color, as well as creative shading, lighting, and stylization stages. The use of AI can automate the colorization proces…

CSCW '21CorrespondingCoordination and Collaboration

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…

CSCW '211st AuthorData Work and AI

Understanding Human-side Impact of Sampling Image Batches in Subjective Attribute Labeling

As image-based classifiers' application areas diversify, capturing human annotators' subjective responses in the data acquisition process is becoming crucial. In such scenarios, however, eliciting a response from human labelers in a reliable and cost-efficient manner has been a significant challenge. To bridge this ga…

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