Weiwei Cui

schoolMicrosoftbar_chart#4483 Global Rank

Total Papers

HCI Rank

#4483

Research Areas

Years Active

Recent Publications

ReSpark: Leveraging Previous Data Reports as References to Generate New Reports with LLMs

Creating data reports is a labor-intensive task involving iterative data exploration, insight extraction, and narrative construction. A key challenge lies in composing the analysis logic-from defining objectives and transforming data to identifying and communicating insights. Manually crafting this logic can be cognit…

CHI '245th+ AuthorGenerative AI (Text, Image, Music, Video) +2

Understanding Nonlinear Collaboration between Human and AI Agents: A Co-design Framework for Creative Design

Creative design is a nonlinear process where designers generate diverse ideas in the pursuit of an open-ended goal and converge towards consensus through iterative remixing. In contrast, AI-powered design tools often employ a linear sequence of incremental and precise instructions to approximate design objectives. S…

CHI '215th+ AuthorInteractive Data Visualization

Learning to Automate Chart Layout Configurations Using Crowdsourced Paired Comparison

We contribute a method to automate parameter configurations for chart layouts by learning from human preferences. Existing charting tools usually determine the layout parameters using predefined heuristics, producing sub-optimal layouts. People can repeatedly adjust multiple parameters (e.g., chart size, gap) to achie…

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