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Zhihang Zhou

Zhejiang Police College

China

  • Zhejiang Police College

SCHOLARLY PAPERS

2

DOWNLOADS

102

TOTAL CITATIONS

0

Scholarly Papers (2)

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1.

GSRCA: A Grad-CAM-Based Method for Spectral Region and Contribution Quantification in Interpretability Analysis

Downloads 73 (860,052)

GSRCA: A Grad-CAM-Based Method for Spectral Region and Contribution Quantification in Interpretability Analysis

Number of pages: 46 Posted: 10 Dec 2025
Yilu Zhai, Zhichao Yang, Siying Wu, Yixin Sheng, Mengze Fu and Zhihang Zhou
Zhejiang Police College, Zhejiang Police College, Zhejiang Police College, Zhejiang Police College, Zhejiang Police College and Zhejiang Police College
Downloads 39 (1,238,337)

Abstract:

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GSRCA, Raman Spectroscopy Classification, Interpretability Analysis, spectral region contribution Quantification

GSRCA: A Grad-CAM-Based Method for Spectral Region and Contribution Quantification in Interpretability Analysis

Number of pages: 47 Posted: 19 Dec 2025
Yilu Zhai, Siying Wu, Yixin Sheng, Mengze Fu, Yi Shen, Zhihang Zhou and Zhizhao yang
Zhejiang Police College, Zhejiang Police College, Zhejiang Police College, Zhejiang Police College, Zhejiang Police College, Zhejiang Police College and Zhejiang Police College
Downloads 34 (1,296,409)

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GSRCA, Raman Spectroscopy Classification, Interpretability Analysis, spectral region contribution Quantification

2.

CMeval: Safety Assessment for Chemical Scenarios of Small Language Models

Number of pages: 12 Posted: 27 Feb 2026
Zhihang Zhou, Qixiang Wang, Yufeng Li, Wenpeng Xing and Zhihang Zhou
Zhejiang Police College, Zhejiang Police College, affiliation not provided to SSRN, Zhejiang University and Zhejiang Police College
Downloads 29 (1,372,601)

Abstract:

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Small Language ModelsSafety EvaluationChemistryBenchmark