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Beyond Models: A Framework for Contextual and Cultural Intelligence in African AI Deployment arxiv.org/abs/2510.24729 .HC .AI .CL .CY

Constructive Lyapunov Functions via Topology-Preserving Neural Networks arxiv.org/abs/2510.24730 .SY .LG .SY

DrivingScene: A Multi-Task Online Feed-Forward 3D Gaussian Splatting Method for Dynamic Driving Scenes arxiv.org/abs/2510.24734 .CV .LG .RO

Human- vs. AI-generated tests: dimensionality and information accuracy in latent trait evaluation arxiv.org/abs/2510.24739 .IT .ME .HC .IT

An Enhanced Dual Transformer Contrastive Network for Multimodal Sentiment Analysis arxiv.org/abs/2510.23617 .LG .AI .CL

Speeding Up MACE: Low-Precision Tricks for Equivarient Force Fields arxiv.org/abs/2510.23621 .LG .AI

Adversarially-Aware Architecture Design for Robust Medical AI Systems arxiv.org/abs/2510.23622 .LG .CR

DiNo and RanBu: Lightweight Predictions from Shallow Random Forests arxiv.org/abs/2510.23624 .ML .LG

From Detection to Discovery: A Closed-Loop Approach for Simultaneous and Continuous Medical Knowledge Expansion and Depression Detection on Social Media arxiv.org/abs/2510.23626 .LG .AI .CL

Chain of Execution Supervision Promotes General Reasoning in Large Language Models arxiv.org/abs/2510.23629 .LG .AI .PL

A Feature Engineering Approach for Business Impact-Oriented Failure Detection in Distributed Instant Payment Systems arxiv.org/abs/2510.21710 .LG .AI .DC

DecoupleSearch: Decouple Planning and Search via Hierarchical Reward Modeling arxiv.org/abs/2510.21712 .IR .AI .CL

Practice on Long Behavior Sequence Modeling in Tencent Advertising arxiv.org/abs/2510.21714 .IR

When Robots Say No: Temporal Trust Recovery Through Explanation arxiv.org/abs/2510.21716 .HC .CL .RO

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