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Xuanhua Shi

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Open access Oct 2026

LightZK: An Efficient GPU Acceleration Framework for Large-Scale Zero-Knowledge Proofs

Zero-Knowledge Proofs (ZKPs), particularly zk-SNARKs, have become a cornerstone for privacy-preserving protocols and blockchain scalability. However, the generation of proofs remains computationally prohibitive due to the immense overhead of underlying cryptographic primitives, namely Multi-Scalar Multiplication (MSM)...

Bi-Ran Lu, Qiang-Sheng Hua, Xuan-Hua Shi et al. · 0 citations
Conference Jul 2026

Rethinking Execution Granularity for Heterogeneous Zero-Knowledge Proof Provers

Zero-knowledge proofs (ZKPs) are increasingly used in blockchain systems, privacy-preserving applications, and verifiable cloud computation, but their practical deployment is still constrained by the cost of proof generation. This cost is especially important when proof generation is provided as a cloud-side service, w...

Weiliang Ma, Qian Xiong, Yu-Fan Bai et al. · 0 citations

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