Crystalis: Progressive Nucleation and Semantic Annealing for Coordinated Multi-View Visualization Generation

Dazhen Deng, Zhaoping He, Xin Qian +3

Large language models (LLMs) can generate individual charts, but coordinated multi-view visualizations (CMVs), where views share data flows and cross-view interactions, remain out…