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Author

Minghao Li

2 papers indexed here

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Preprint Sep 2026

ForensicZoom: Adaptive Visual Inspection with Multimodal LLMs for Industrial-Grade Face Forgery Detection

Reliable face forgery detection is critical to the security of online identity verification systems, where missed attacks compromise security and excessive false positives disrupt legitimate users. Specialized forensic detectors achieve strong detection performance but provide limited interpretability, while multimodal...

Hang Zhou, Yi-Ming Tang, Kun Yu et al. · 0 citations
Book Open access Aug 2026

Towards Next Graph Token Prediction: Discrete Graph Tokenization for Structural Reasoning in Large Language Models

Large Language Models (LLMs), empowered by autoregressive next-token prediction, have demonstrated strong reasoning capabilities. Extending this paradigm to graph data requires next graph token prediction, yet existing graph tokens struggle to balance two competing requirements: capturing higher-order structural semant...

Zhonghao Wang, Yugang Ji, Zhuonan Zheng et al. · 0 citations

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