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cs.AI2026
Chart-Supported or Model-Supplied? Examining MLLM-Generated Claims for Accessible Visualization
Ishrat Jahan Eliza, Md Dilshadur Rahman
Multimodal large language models (MLLMs) can connect visualization patterns to external causes, consequences, and domain knowledge, but the evidential basis of these interpretation…
cs.AI2026
Animating Petascale Time-varying Data on Commodity Hardware with LLM-assisted Scripting
Ishrat Jahan Eliza, Xuan Huang, Aashish Panta +4
Scientists face significant visualization challenges as time-varying datasets grow in speed and volume, often requiring specialized infrastructure and expertise to handle massive d…