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#large language models Open access Oct 2026

Alignment in Multimodal Large Language Models: A Survey

Multimodal large language models (MLLMs) can generate plausible responses without using the relevant evidence or meeting task constraints. We separate the Modality Gap in cross-modal correspondence and evidence use from the Intent Gap in behavior relative to specified constraints, goals, and human expectations. Six dim...

Yuyao Yang, Jiaxing Zhang, Ling Yue et al. · 0 citations
#graph neural networks Open access Sep 2026

Asynchronous intermittent control strategy for stability of stochastic delayed complex networks with deception attacks based on Dupire’s functional Itô formula

This paper investigates the mean-square exponential stability of stochastic delayed complex networks under asynchronous intermittent control with deception attacks (AICDA). Because different nodes have different dynamics, each node requires its own independent intermittent control. Meanwhile, sensor–controller and cont...

Ning Zhang, Junying Li, Yan Liu et al. · 0 citations
#protein folding Open access Sep 2026

REM Gene Family in Sugar Beet and Functional BvREM12 in Salt Stress Tolerance

Soil salinization acts as a major abiotic stress and severely hampers global agricultural productivity. Elucidating the molecular mechanisms underlying plant salt tolerance is of great significance for crop improvement. Remorin (REM) proteins are plant-specific membrane marker proteins that play a key role in stress si...

Yan Liu, Jia-Jia Zhang, Xin Liu et al. · 1 citation

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