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Author

Jiahui Zhai

2 papers indexed here

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Preprint Sep 2026

Decompose Dynamics Before Learning Dependencies in Spatiotemporal Systems

Relations in networked spatiotemporal systems are often learned from observations that entangle dynamics governed by different mechanisms, obscuring what evolves locally and how it propagates across nodes. We introduce Component-Aware Network Dynamics with Ordered Relations (CANDOR), which decomposes local dynamics bef...

Zi-Qi Wang, Dao-Jiang Hu, Cheng Bao et al. · 0 citations
Review Open access Jul 2026

Towards a Unified Framework for Large–Small Model Collaboration in Cloud–Edge Systems

This survey focuses on how cloud-side large models and edge-side small models share, update, and coordinate knowledge and identifies open challenges for trustworthy, sustainable, and self-evolving cloud–edge collaborative intelligence.

Yaxi Yang, Jing-Ye Bi, Haitao Yuan et al. · 0 citations

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