most citedAIdeation: Designing a Human-AI Collaborative Ideation System for Concept Designers

45 citations · 48 across the 4 of their papers we have counts for

collaborators

6 papers

cs.HC2026

Trinketry: Materializing Elements to Anchor Traceable Design Histories

Wen-Fan Wang, Yi-Ting Chiu, You-Yi Hsieh +2

Generative tools enable visual designers to rapidly explore diverse design directions---but as flawed generated outputs proliferate, designers may lose track of promising ideas and…

cs.HC2026

MOONWALK: Mediating Operations with Intent-Evidence-Action Alignment Across Junior-Supervisor Review Workflows in Animation/VFX Pre-Production

Shih-Yu Lai, Wen-Fan Wang, Sai Ling +3

Animation and VFX pre-production review requires teams to translate loosely specified creative intent--briefs, evolving specifications, heterogeneous references, and verbal decisio…

cs.HC2026

From Style Replication to Style Exploration: Enabling Art Style Exploration with Analyze-Experiment-Resituate Framework

Wen-Fan Wang, TsaiHsuan Lin, Chi-Lan Yang +2

Art style is a signature of professional digital artists that develops through repeated experimentation, reflection, and adaptation. While generative AI (GenAI) can reproduce style…

cs.HC2025

AnimAgents: Coordinating Multi-Stage Animation Pre-Production with Human-Multi-Agent Collaboration

Wen-Fan Wang, Chien-Ting Lu, Jin Ping Ng +5

Animation pre-production lays the foundation of an animated film by transforming initial concepts into a coherent blueprint across interdependent stages such as ideation, scripting…

cs.HC2025★ 3 cited

GenTune: Toward Traceable Prompts to Improve Controllability of Image Refinement in Environment Design

Wen-Fan Wang, Ting-Ying Lee, Chien-Ting Lu +5

Environment designers in the entertainment industry create imaginative 2D and 3D scenes for games, films, and television, requiring both fine-grained control of specific details an…

cs.HC2025★ 45 cited

AIdeation: Designing a Human-AI Collaborative Ideation System for Concept Designers

Wen-Fan Wang, Chien-Ting Lu, Nil Ponsa Campanyà +2

Concept designers in the entertainment industry create highly detailed, often imaginary environments for movies, games, and TV shows. Their early ideation phase requires intensive…