Author

Zhi Chen

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Review Aug 2026

Human-Centric Intelligence in the Era of Foundation Models: A Survey

A full-spectrum human context taxonomy is introduced that integrates six interconnected levels by viewing humans as observable subjects through visual appearance and spatial geometry, as dynamic actors through kinematic dynamics and interaction modeling, and as situated agents through world simulation and embodied agen...

Yang Chen, Tianqi Wang, Xiao-Wen Jiang et al. · 0 citations

Jul 2026

Continual Video-MLLM Adaptation over Evolving Domains

DAER maintains domain-isolated lightweight experts while keeping the pretrained Video-MLLM backbone frozen, thereby decoupling domain-specific adaptation from the general multimodal knowledge of the pretrained model, and introduces adaptive domain merging to improve parameter scalability and a two-stage optimization st...

Rui Cheng, Meixing Shi, Yuxiang Cai et al. · arXiv.org · 0 citations