Pan Hui

schoolHong Kong University of Science and Technologybar_chart#238 Global Rank

Total Papers

HCI Rank

#238

Research Areas

Years Active

Recent Publications

Hidden Labor behind the Hype: Understanding AI Side Hustles through Platform Narratives and Worker Practices

AI side hustles are increasingly promoted on social media as accessible, empowering, and profitable opportunities. This paper examines the gap between such platform narratives and workers' lived experiences through a mixed-method study of 7,938 RedNote posts and 16 semi-structured interviews. Our analysis identifies m…

CHI '26CorrespondingSocial & Collaborative VR +3

Where Digital Meets Place: Deriving Strategies for Curating Mixed Reality Exhibitions in Public Spaces

Mixed Reality (MR) technologies are increasingly being used to enrich exhibitions and public spaces by blending digital content with the physical environment in real time. However, little is known about curatorial strategies for embedding MR exhibitions into public spaces or promoting audience experiences. To explore…

CHI '264th AuthorAging-Friendly Technology Design +3

GuideMe: A VLM-Based System Assisting Independent Smartphone Learning for Older Adults

Due to age-related cognitive and physical decline, older adults face numerous difficulties when learning new functions of smartphone applications. However, older adults often struggle to ask questions clearly and follow instructions independently. Through a formative study (N=16), we identified the behaviors and chall…

CHI '264th AuthorSpecial Education Technology +2

LingoLift: Supporting Educators in Personalized Oral Language Teaching for Autistic Children through Content Generation

Autistic children exhibit heterogeneous oral language impairments, necessitating educators to implement personalized teaching content. However, preparing personalized materials remains time-intensive and difficult to maintain coherence, while generative AI's recent advances in creating customized content show potentia…

CHI '265th+ AuthorMultilingual & Cross-Cultural Voice Interaction +2

Overcoming Translation Delays: Towards Better Subtitle Design for Foreign Language Conversations in Extended Reality

In multilingual conferences, translation support should not compromise non‑verbal cues or social interaction. Prior work on eXtended Reality (XR) subtitles aids comprehension but rarely examines translation latency. We conducted a VR-simulated conference, testing latencies of 0, 1.5, 3, 4.5, and 6 seconds to measure o…

CHI '26CorrespondingHuman-LLM Collaboration +2

FAIR: Framing AI’s Role in Programming Competitions — Understanding How LLMs Are Changing the Game in Competitive Programming

This paper investigates how large language models (LLMs) are reshaping competitive programming. The field functions as an intellectual contest within computer science education and is marked by rapid iteration, real-time feedback, transparent solutions, and strict integrity norms. Prior work has evaluated LLMs perform…

CSCW '25CorrespondingDeaf and Hard-of-Hearing Research

EchoAid: Enhancing Livestream Shopping Accessibility for the DHH Community

Livestream shopping platforms often overlook the accessibility needs of the Deaf and Hard of Hearing (DHH) community, leading to barriers such as information inaccessibility and overload. To tackle these challenges, we developed EchoAid, a mobile app designed to improve the livestream shopping experience for DHH users…

CSCW '25CorrespondingHonorable MentionDating & Romance

`My Dataset of Love': A Preliminary Mixed-Method Exploration of Human-AI Romantic Relationships

Human-AI romantic relationships have gained wide popularity among social media users in China. The technological impact on romantic relationships and its potential applications have long drawn research attention to topics such as relationship preservation and negativity mitigation. Media and communication studies also…

UIST '255th+ AuthorAI-Assisted Creative Writing +2

CineVision: An Interactive Pre-visualization Storyboard System for Director–Cinematographer Collaboration

Effective communication between directors and cinematographers is fundamental in film production, yet traditional approaches relying on visual references and hand-drawn storyboards often lack the efficiency and precision necessary during pre-production. We present CineVision, an AI-driven platform that integrates scri…

UIST '25CorrespondingHaptic Wearables +2

Talking Spell: A Wearable System Enabling Real-Time Anthropomorphic Voice Interaction with Everyday Objects

Virtual assistants (VAs) have become ubiquitous in daily life, integrated into smartphones and smart devices, sparking interest in AI companions that enhance user experiences and foster emotional connections. However, existing companions are often embedded in specific objects—such as glasses, home assistants, or dolls…

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