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

Author

Ping Wang

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Conference Open access 2026

BoYaEval: Evaluating Multimodal Large Language Models on Understanding Ancient Chinese Musical Scores

The first comprehensive benchmark dedicated to deciphering diverse Ancient Chinese musical notations, including five types of ancient Chinese music notation systems, is introduced, highlighting the limitations of current MLLMs in processing diverse spatial-symbolic dependencies.

Jiajia Li, Wei-Zhi Xue, Yao Yao et al. · 0 citations
Conference Open access 2026

Vista-LLM: Decoupled Query-Guided Visual Token Pruning for Efficient Long-Video Large Language Models

Vista-LLM is introduced, a decoupled framework for query-guided visual token pruning that reduces visual tokens by 90% and accelerates inference while retaining over 98% of baseline performance on average, effectively filtering visual noise.

Zhenyu Li, Zuchao Li, Ping Wang et al. · 0 citations

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