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Zi-Yi Ye

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#artificial intelligence Preprint Oct 2026

Seeing, Maintaining, and Learning: The Evolution of Multimodal Agent Memory

Multimodal models and agents have emerged to enable AI systems to learn from and interact with the real world more like humans by integrating information across multiple modalities. However, enabling multimodal agents to continually acquire useful information from complex, heterogeneous multimodal data remains a signif...

Ming-Hao Guo, Qing-Yue Jiao, Xiu-Jin Liu et al. · 0 citations
Open access Sep 2026

Disruption of Ascending and Descending Visual Processing Circuits

The results show that the LRRK2-G2019S mutation causes excessive LRRK2 expression in brain regions that affect higher-level visual processing, while simultaneously inhibiting dopamine activity in the nucleus accumbens and viscerocortical sensory feedback, leading to impaired visual processing and impaired integration o...

Zi-Yi Ye · 0 citations
#natural language process... Preprint Aug 2026

Agents in the Large: Perception-Centered Architecture for Persistent Agents

Pera describes a persistent agent organized around perception and control components that continually perceive service-relevant signals from episodic task executions, internal context, and changes in the surrounding environment, and use these signals to construct lifecycle tasks.

Shi-Han Dou, Haoxiang Jia, Shichun Liu et al. · 1 citation

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