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Full Conference Papers

A Narrative-First Framework for Data-Driven Sensemaking preview
IUI 2026

Narrative Scaffolding: A Narrative-First Framework for Data-Driven Sensemaking

Oliver Huang, Muhammad Fatir, Steven Luo, Sangho Suh, Hari Subramonyam, and Carolina Nobre
↗ ARXIV
Supporting Reflexivity and Rigor in Collaborative Qualitative Analysis through Design for Deliberation preview
CHI 2026

Reflexis: Supporting Reflexivity and Rigor in Collaborative Qualitative Analysis through Design for Deliberation

Runlong Ye, Oliver Huang, Patrick Lee, Michael Liut, Carolina Nobre, and Ha-Kyung Kong
▶ DEMO
Simulating Expert-Like Reasoning Through Task Decomposition and Visual Attention Cues preview
VIS 2025

ViStruct: Simulating Expert-Like Reasoning Through Task Decomposition and Visual Attention Cues

Oliver Huang, and Carolina Nobre
↗ ARXIV▶ DEMO
Exploring the Design Space of Cognitive Engagement Techniques with AI-Generated Code for Enhanced Learning preview
IUI 2025

Exploring the Design Space of Cognitive Engagement Techniques with AI-Generated Code for Enhanced Learning

Majeed Kazemi, Oliver Huang, Sangho Suh, Austin Z. Henley, and Tovi Grossman
↗ ARXIV▶ DEMO
Evaluating Visualization Analogies for Novice Chart Comprehension preview
EuroVis 2025

From Reality to Recognition: Evaluating Visualization Analogies for Novice Chart Comprehension

Oliver Huang, Patrick Lee, and Carolina Nobre
↗ ARXIV▶ DEMO
A Mixed-Initiative Tool for Qualitative Knowledge Work and Information Sensemaking preview
CHIWORK 2025

ScholarMate: A Mixed-Initiative Tool for Qualitative Knowledge Work and Information Sensemaking

Runlong Ye, Patrick Lee, Matthew Varona, Oliver Huang, and Carolina Nobre
↗ ARXIV▶ DEMO
A Hierarchical Academic Paper Reader Powered by Language Models preview
VL/HCC 2025

TreeReader: A Hierarchical Academic Paper Reader Powered by Language Models

Zijian Zhang, Pan Chen, Fangshi Du, Runlong Ye, Oliver Huang, Michael Liut, and Alán Aspuru-Guzik
↗ ARXIV▶ DEMO
AI-Assisted Hierarchical Planning and Writing for Long-Form Documents preview
ArXiv

TreeWriter: AI-Assisted Hierarchical Planning and Writing for Long-Form Documents

Zijian Zhang, Fangshi Du, Xingjian Liu, Pan Chen, Oliver Huang, Runlong Ye, Michael Liut, and Alán Aspuru-Guzik
↗ ARXIV▶ DEMO

Extended Abstracts

Toward Supporting Narrative-Driven Data Exploration: Barriers and Design Opportunities preview
VIS 2025

Toward Supporting Narrative-Driven Data Exploration: Barriers and Design Opportunities

Oliver Huang, and Carolina Nobre
↗ ARXIV POSTER
Perceptions of AI Attribution in Programming Education preview
CHI 2026

Which Code Counts as Mine?: Perceptions of AI Attribution in Programming Education

Runlong Ye, Oliver Huang, Jessica He, and Michael Liut