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#artificial intelligence Preprint Sep 2026

ViSTA: A Simple Bridge Extends Visual Alignment to Clinical Time-Series Understanding in Multimodal LLMs

ViSTA is introduced, a compact adapter that incorporates irregular numerical measurements into a pretrained vision-language model's chart representations and extends pretrained language models to numerical prediction and temporal questions.

Jun-Yi Gao, Yu Shi, Ping-Zhao Hu et al. · 0 citations
Open access Aug 2026

Toward Imbalanced Molecular Property Regression: A Benchmark Study and Interval-Aware Mixture of Experts

Molecular property prediction is a key task in AI-driven drug discovery, yet the prevalence and impact of label imbalances in molecular property regression remain poorly understood. Through a systematic benchmark of widely used molecular property data sets, we show that target values are often highly imbalanced and tha...

Y. Sun, Yu Shi, Alana Deng et al. · 0 citations

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