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Author

Feng Yu

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Conference Aug 2026

DeCAF: Decoupling Core-Frame Semantic Abstraction from Chain-of-Thought Generation for Video Reasoning

The rapid progress of multimodal large language models (MLLMs) has significantly advanced multimodal understanding. However, video reasoning remains challenging due to the lack of scalable data construction methods with explicit reasoning supervision. Existing VideoQA datasets either rely on costly manual annotations,...

Yan-Yang Li, Yu-Ting Yang, Feng Yu et al. · 0 citations
Preprint Aug 2026

DICS: Data-Informed Centroid Splitting for Decision Tree Classifiers

Data-Informed Centroid Splitting (DICS), a clustering-based framework that constructs a compact and informative set of candidate splits using data-driven priors, significantly reduces the split search space for classification tasks while preserving predictive performance.

Saifur Rahman Mazumder, Feng Yu · 0 citations

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