Yanwei Huang

schoolHong Kong University of Science and Technologybar_chart#4246 Global Rank

Total Papers

HCI Rank

#4246

Research Areas

Years Active

Recent Publications

Cerebra: Aligning Implicit Knowledge in Interactive SQL Authoring

LLM-driven tools have significantly lowered barriers to writing SQL queries. However, user instructions are often underspecified, assuming the model understands implicit knowledge, such as dataset schemas, domain conventions, and task-specific requirements, that isn't explicitly provided. This results in frequently er…

CHI '261st AuthorGenerative AI (Text, Image, Music, Video) +3

Facilitating Proactive and Reactive Guidance for Decision Making on the Web: A Design Probe with WebSeek

Web AI agents such as ChatGPT Agent and GenSpark are increasingly used for routine web-based tasks, yet they still rely on text-based input prompts, lack proactive detection of user intent, and offer no support for interactive data analysis and decision making. We present WebSeek, a mixed-initiative browser extension…

CHI '261st AuthorExplainable AI (XAI) +3

Vipera: Blending Visual and LLM-Driven Guidance for Systematic Auditing of Text-to-Image Generative AI

Despite their increasing capabilities, text-to-image generative AI systems are known to produce biased, offensive, and otherwise problematic outputs. While recent advancements have supported testing and auditing of generative AI, existing auditing methods still face challenges in supporting effective exploration of th…

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