activity
20232026
most cited"It Felt Like Having a Second Mind": Investigating Human-AI Co-creativity in Prewriting with Large Language Models

79 citations · 147 across the 22 of their papers we have counts for

collaborators

23 papers

cs.HC2026

On Edge in the Dental Chair: Designing VR Support for Moments of Dental Anxiety

Zhu Guo, Junjie Zhao, Haofan He +13

Dental anxiety can change as a procedure unfolds, yet dental virtual reality (VR) commonly provides continuous distraction or relaxation. We investigate how support can be coordina…

cs.CL2026

You Really Didn't Get That? Benchmarking Social Pragmatic Inference for Indirect and Playful Chinese Online Comments

Shiwei Hong, Junjie Ma, Emma Jiren Wang +5

Chinese online comments often convey social meaning through indirect and playful language that is hard to interpret without context. Existing evaluations largely organize items aro…

cs.HC2026

AuraDesk: Data Physicalization through Olfaction Metaphors for Representing and Mitigating Workplace Stress

Siying Hu, Zhenhao Zhang

Workplace stress is often addressed through visual or auditory interventions, yet these modalities can compete with attention and contribute to sensory overload. We explore olfacti…

cs.HC2026★ 1 cited

PuppetChat: Fostering Intimate Communication through Bidirectional Actions and Micronarratives

Emma Jiren Wang, Siying Hu, Zhicong Lu

As a primary channel for sustaining modern intimate relationships, instant messaging facilitates frequent connection across distances. However, today's tools often dilute care; the…

cs.HC2026

ImmuniFraug: A Metacognitive Intervention Anti-Fraud Approach to Enhance Undergraduate Students' Cyber Fraud Awareness

Xiangzhe Yuan, Jiajun Wang, Huanchen Wang +2

Cyber fraud now constitutes over half of criminal cases in China, with undergraduate students experiencing a disproportionate rise in victimization. Traditional anti-fraud training…

cs.CL2026

The Anatomy of Conversational Scams: A Topic-Based Red Teaming Analysis of Multi-Turn Interactions in LLMs

Xiangzhe Yuan, Zhenhao Zhang, Haoming Tang +1

As LLMs gain persuasive capabilities through extended dialogues, they create new opportunities for studying adversarial conversational behavior in extended interaction settings tha…

cs.HC2025

Towards Human-Centered RegTech: Unpacking Professionals' Strategies and Needs for Using LLMs Safely

Siying Hu, Yaxing Yao, Zhicong Lu

Large Language Models are profoundly changing work patterns in high-risk professional domains, yet their application also introduces severe and underexplored compliance risks. To i…

cs.HC2025

Vocabuild: An Accessible Augmented Tangible Interface for Gamified Vocabulary Learning of Constructing Meaning

Siying Hu, Zhenhao Zhang

Vocabulary acquisition in early education often relies on rote memorization and passive screen-based tools, which can fail to engage students kinesthetically and collaboratively. T…

cs.HC2025

Living with Data: Exploring Physicalization Approaches to Sedentary Behavior Intervention for Older Adults in Everyday Life

Siying Hu, Zhenhao Zhang

Sedentary behavior is a critical health risk for older adults. Although digital interventions are widely available, they primarily rely on screen-based notifications that can feel…

cs.HC2025★ 3 cited

A Day in Their Shoes: Using LLM-Based Perspective-Taking Interactive Fiction to Reduce Stigma Toward Dirty Work

Xiangzhe Yuan, Jiajun Wang, Qian Wan +1

Occupations referred to as "dirty work" often face entrenched social stigma, which adversely affects the mental health of workers in these fields and impedes occupational equity. I…

cs.HC2025

SpeechCap: Leveraging Playful Impact Captions to Facilitate Interpersonal Communication in Social Virtual Reality

Yu Zhang, Yi Wen, Siying Hu +1

Social Virtual Reality (VR) emerges as a promising platform bringing immersive, interactive, and engaging mechanisms for collaborative activities in virtual spaces. However, interp…

cs.HC2024

Exploring the Danmaku Content Moderation on Video-Sharing Platforms: Existing Limitations, Challenges, and Design Opportunities

Siying Hu, Zhicong Lu

Video-sharing platforms (VSPs) have been increasingly embracing social features such as likes, comments, and Danmaku to boost user engagement. However, viewers may post inappropria…

cs.HC2024

"I Always Felt that SomethingWasWrong.": Understanding Compliance Risks and Mitigation Strategies when Highly-Skilled Compliance Knowledge Workers Use Large Language Models

Siying Hu, Piaohong Wang, Ka I Chan +2

The rapid advancement of Large Language Models (LLMs) has transformed knowledge-intensive has led to its widespread usage by knowledge workers to enhance their productivity. As the…

cs.HC2024

Sportoonizer: Augmenting Sports Highlights' Narration and Visual Impact via Automatic Manga B-Roll Generation

Siying Hu, Xiangzhe Yuan, Jiajun Wang +5

Sports highlights are becoming increasingly popular on video-sharing platforms. Yet, crafting sport highlight videos is challenging, which requires producing engaging narratives fr…

cs.HC2024★ 1 cited

KoroT-3E: A Personalized Musical Mnemonics Tool for Enhancing Memory Retention of Complex Computer Science Concepts

Xiangzhe Yuan, Jiajun Wang, Siying Hu +2

As the demand for computer science (CS) skills grows, mastering foundational concepts is crucial yet challenging for novice learners. To address this challenge, we present KoroT-3E…

cs.HC2024★ 7 cited

AI vs. Human Paintings? Deciphering Public Interactions and Perceptions towards AI-Generated Paintings on TikTok

Jiajun Wang, Xiangzhe Yuan, Siying Hu +1

With the development of generative AI technology, a vast array of AI-generated paintings (AIGP) have gone viral on social media like TikTok. However, some negative news about AIGP…

cs.HC2024★ 6 cited

DanModCap: Designing a Danmaku Moderation Tool for Video-Sharing Platforms that Leverages Impact Captions with Large Language Models

Siying Hu, Huanchen Wang, Yu Zhang +2

Online video platforms have gained increased popularity due to their ability to support information consumption and sharing and the diverse social interactions they afford. Danmaku…

cs.HC2024

The Odyssey Journey: Top-Tier Medical Resource Seeking for Specialized Disorder in China

Ka I Chan, Siying Hu, Yuntao Wang +3

It is pivotal for patients to receive accurate health information, diagnoses, and timely treatments. However, in China, the significant imbalanced doctor-to-patient ratio intensifi…

cs.HC2024★ 7 cited

Typist Experiment: an Investigation of Human-to-Human Dictation via Role-play to Inform Voice-based Text Authoring

Can Liu, Siying Hu, Li Feng +1

Voice dictation is increasingly used for text entry, especially in mobile scenarios. However, the speech-based experience gets disrupted when users must go back to a screen and key…

cs.HC2024★ 6 cited

"There is a Job Prepared for Me Here": Understanding How Short Video and Live-streaming Platforms Empower Ageing Job Seekers in China

PiaoHong Wang, Siying Hu, Bo Wen +1

In recent years, the global unemployment rate has remained persistently high. Compounding this issue, the ageing population in China often encounters additional challenges in findi…

cs.HC2023★ 79 cited

"It Felt Like Having a Second Mind": Investigating Human-AI Co-creativity in Prewriting with Large Language Models

Qian Wan, Siying Hu, Yu Zhang +3

Prewriting is the process of discovering and developing ideas before a first draft, which requires divergent thinking and often implies unstructured strategies such as diagramming,…

cs.HC2023★ 10 cited

Wizundry: A Cooperative Wizard of Oz Platform for Simulating Future Speech-based Interfaces with Multiple Wizards

Siying Hu, Hen Chen Yen, Ziwei Yu +3

Wizard of Oz (WoZ) as a prototyping method has been used to simulate intelligent user interfaces, particularly for speech-based systems. However, as our societies' expectations on…

cs.HC2023★ 27 cited

StoryChat: Designing a Narrative-Based Viewer Participation Tool for Live Streaming Chatrooms

Ryan Yen, Li Feng, Brinda Mehra +3

Live streaming platforms and existing viewer participation tools enable users to interact and engage with an online community, but the anonymity and scale of chat usually result in…