Yongheng Deng
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126
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2026
MANA: Towards Efficient Mobile Ad Detection via Multimodal Agentic UI Navigation
MANA introduces an agentic multimodal reasoning framework that significantly improves the efficiency and accuracy of detecting mobile advertisements by integrating multiple types of signals into a guided UI navigation strategy.
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Papers
cs.CRcs.AIRecentMar 20, 2026
MANA: Towards Efficient Mobile Ad Detection via Multimodal Agentic UI Navigation
Yizhe Zhao, Yongjian Fu, Zihao Feng, Hao Pan +3 more
MANA introduces an agentic multimodal reasoning framework that significantly improves the efficiency and accuracy of detecting mobile advertisements by integrating multiple types of signals into a gui…
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