作者位次 #2/5CVPR 2026Poster· Computer Vision & Pattern Recognition
Mario: Multimodal Graph Reasoning with Large Language Models
Yuanfu Sun · Kang Li · Pengkang Guo · Jiajin Liu · Qiaoyu Tan
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Yuanfu Sun · Kang Li · Pengkang Guo · Jiajin Liu · Qiaoyu Tan
Yuanfu Sun · Kang Li · Dongzhe Fan · Jiajin Liu · Qiaoyu Tan
Large Language Models (LLMs) increasingly rely on agentic capabilities—iterative retrieval, tool use, and decision-making—to overcome the limits of static, parametric knowledge. Yet existing agentic frameworks treat external information as unstructured text and fail to leverage the topological de...