Liuzhou Zhang — accepted AI-conference papers

2026

VCU-Bridge: Hierarchical Visual Connotation Understanding via Semantic Bridging

Ming Zhong, Yuanlei Wang, Liuzhou Zhang, Ruichuan An, Renrui Zhang, Hao Liang +3

CVPR 2026

While Multimodal Large Language Models (MLLMs) excel on benchmarks, their processing paradigm differs from the human ability to integrate visual information. Unlike humans who naturally bridge details and high-level concepts, models tend to treat these elements in isolation. Prevailing evaluation pr

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2025

INREACT: An Inspire-Then-Reinforce Training Framework For Multimodal GUI Agent

Yuanlei Wang, Liuzhou Zhang, Haohao Luo, Ying Shen

EMNLP 2025

Graphical User Interface (GUI) interaction, which aims to develop an intelligent GUI agent that executes user instructions to perform tasks such as installing applications by controlling digital devices, has gained significant attention due to its practical value. Although current advanced multimoda

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