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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Yuyang Deng

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2 papers indexed here

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Oct 2026

Adaptive Progressive Optimization Ensemble Approach for High-Dimensional Imbalanced Data Classification

High-dimensional imbalanced data presents the problems of massive invalid features and class imbalance, making it arduous for classifiers to gain respectable outcomes. Compared to the individual classifier, classifier ensemble has great potential to elevate the performance. In this paper, an adaptive progressive optimi...

Yuyang Deng, Yu-Hong Xu, Pei-Jie Huang et al. · 0 citations
Preprint Aug 2026

GuideGround: VLM-guided Semantic Understanding and Viewpoint-aware Reasoning for 3D Visual Grounding

This work proposes GuideGround, a VLM-guided framework that complements rather than replaces task-specific grounding models by leveraging VLMs for semantic enhancement and viewpoint-specific hypothesis verification and replaces auxiliary closed-set object classification with VLM-generated object semantic descriptions t...

Yiwen Wang, Yuyang Deng, Yihao Long et al. · 0 citations

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