Author

Hong-Wei Niu

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Open access Aug 2026

Assessment of Visual Fatigue Caused by Eye-Controlled Interaction Based on Task Performance and Pupillary Response with GBDT-LR

Highlights This study proposes a fusion of subjective and objective measures for visual fatigue induced in eye-controlled interaction by integrating eye movement features and task performance indicators. What are the main findings? A GBDT-LR model optimized via Bayesian optimization achieved an assessment accuracy of 8...

Hong-Wei Niu, Zi-Yi Zhao, Ming-Yu Ai et al. · Italian National Conference... · 0 citations

Preprint Sep 2026

IVT-Guard: All-in-One Reasoning Model for AI-Generated Content Detection

The rapid proliferation of highly realistic AI-Generated Content (AIGC) necessitates robust and interpretable detection mechanisms. However, existing detectors are predominantly confined to single modalities and provide binary outputs without reasoning. While Multimodal Large Language Models (MLLMs) present a promising...

Hong-Wei Niu, Yun-Peng Luo, Han-Jun Li et al. · 0 citations