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Sponsored AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI

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Zi-Yao Wang

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Open access Sep 2026

Martingale Doppelgänger-Eval: A Specification-Driven Interventional Audit Algorithm for Visual Evidence Use in Vision–Language Models

Assessing chart understanding requires distinguishing responses to local visual evidence from associations with a chart’s overall shape. We present Martingale Doppelgänger-Eval, an interventional audit framework that connects executable edit specifications to benchmark generation, validity checks and response estimatio...

Zi-Yao Wang, Svetlozar T. Rachev · 0 citations
#graph neural networks Open access Sep 2026

AdaH-Chain: Deterministic capacity-aware GNNs sharding in heterogeneous blockchains

AdaH-Chain, a deterministic capacity-aware sharding framework that replaces unsafe floating-point operations with a symmetric fixed-point quantization mechanism to mathematically guarantee bit-wise consensus safety, is proposed and a Capacity-Aware GNN Sharding algorithm is introduced.

Zi-Yao Wang, Yong-Jiao Sun, Heng-Tai Zhao et al. · 0 citations

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