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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Siyao Yan

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Open access 2026

Maternal parenting stress and young children’s environmental adaptation: Maternal depression and children’s problem behaviors mediation

: This study investigated the roles of maternal depression and children’s problem behaviors in the relationship between maternal parenting stress and children’s environmental adaptation by the heterogeneity of maternal stress profiles. Data from 204 Chinese mothers who completed the Parenting Stress Questionnaire, Depre...

Siyao Yan, Ruiqian Li · 0 citations
#small language model Preprint Aug 2026

PhysMLLMs: Spatial Priors for Unified Referring Segmentation and Grounded Reasoning of Images and Videos

PhysMLLMs is a training-stage prior injection architecture that injects physics-inspired spatial continuity priors into Video MLLMs, demonstrating that the injected spatial prior improves video consistency without compromising image-level grounding or general multimodal capability.

Siyao Yan, Bo Han, Ji-Sheng Dang et al. · 0 citations

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