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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
PDF TALK
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
PDF▶ 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
PDF▶ 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
PDF▶ 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
PDF▶ 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
PDF▶ 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
PDF▶ 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
PDF▶ 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
PDF POSTER
Exploring Emerging Norms of AI Disclosure in Programming Education preview
CHI 2026 Workshop

Exploring Emerging Norms of AI Disclosure in Programming Education

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