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

Author

Huafeng Li

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Aug 2026

Training-Free Video Corpus Moment Retrieval via Synergistic Collaboration and Adaptive Calibration

Video Corpus Moment Retrieval (VCMR) is pivotal to multimodal understanding. However, existing methods rely heavily on large-scale annotated data, which limits their generalization and scalability. To address this issue, we propose a training-free VCMR framework, termed Synergistic Collaboration and Adaptive Calibratio...

Jialong Zhao, Hua-Feng Li, Yafei Zhang et al. · 0 citations
Jul 2026

Comprehensive, Efficient Large-Scale Community Detection via Structural Entropy Game

A novel heuristic community detection algorithm, termed CoDeSEG, which identifies communities by minimizing the network's two-dimensional structural entropy within a potential game framework, and introduces a structural entropy-based node overlapping heuristic for detecting overlapping communities, with a near-linear t...

Pu Li, Yantuan Xian, Hao Peng et al. · 0 citations

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