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Author

Zhongming Yao

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Book Open access Jul 2026

One-for-All Community Search on Unseen Graphs

A Spectral-Aware Feature Alignment module to unify feature dimensionality and align cross-domain semantics in a community-aware manner and a Graph Diffusion Tokenized Transformer that constructs hybrid token sequences from local and global structural contexts for Transformer encoding, and applies diffusion-based refinement to mitigate distribution shifts on unseen graphs.

Mo Li, Zhaosong Zhao, Linlin Ding et al. · 0 citations
Preprint Aug 2026

A-CPES: A Reference Framework for Agentic AI in Cyber-Physical Energy Systems

It is argued the loop is indivisible, tune where and how tightly it may close, state eight structural failure modes as falsifiable predictions, and specify six governance modules that rebuild the authorization frame until it covers the loop, before the loop starts turning.

Xiaoyu Zhang, Qiuye Sun, Jiachen Xu et al. · 0 citations