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Jun-Jie Liu

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Book Open access Aug 2026

A Serial Two-Stage Framework for Robust Multimodal Fake News Detection via Adaptive Reasoning

The proliferation of social media has created fertile ground for misinformation, a challenge further intensified by recent advances in generative artificial intelligence. Modern fake news increasingly takes the form of sophisticated multimodal campaigns, where synthetic images and stylistically manipulated text are joi...

Mao-Lin Wang, Ziting Mai, Zi-Chun Liu et al. · 0 citations
#computer vision Preprint Aug 2026

PACE: A Unified Condense-and-Extract Paradigm for Fast VLM Inference

PACE (Pixel-Adaptive Condense and Extract), a training-free inference framework that accelerates both the vision encoder and the Large Language Model (LLM) via a unified Condense-and-Extract paradigm, is proposed.

Jun-Jie Liu, Shengyuan Ye, Xu Chen · 0 citations

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