RESEARCH

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

ArXiv cs.AI · Wed, 29 Jul 2026 04:00:00 GMT

arXiv:2607.24766v1 Announce Type: new Abstract: 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 of reach. Tight field-level coupling among data tran

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