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20192026
most citedVul-LMGNNs: Fusing language models and online-distilled graph neural networks for code vulnerability detection

41 citations

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Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

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Showing math.NAShow all

4 papers · 1 filter

math.NA2022★ 6 cited

A CCBM-based generalized GKB iterative regularization algorithm for inverse Cauchy problems

Rongfang Gong, Min Wang, Qin Huang +1

This paper examines inverse Cauchy problems that are governed by a kind of elliptic partial differential equation. The inverse problems involve recovering the missing data on an in…

math.NA2022★ 31 cited

Stochastic asymptotical regularization for linear inverse problems

Ye Zhang, Chuchu Chen

We introduce Stochastic Asymptotical Regularization (SAR) methods for the uncertainty quantification of the stable approximate solution of ill-posed linear-operator equations, whic…

math.NA2021★ 16 cited

Convergence analysis for forward and inverse problems in singularly perturbed time-dependent reaction-advection-diffusion equations

Dmitrii Chaikovskii, Ye Zhang

In this paper, by employing the asymptotic expansion method, we prove the existence and uniqueness of a smoothing solution for a time-dependent nonlinear singularly perturbed parti…

math.NA2019★ 27 cited

A new class of accelerated regularization methods, with application to bioluminescence tomography

Rongfang Gong, B. Hofmann, Ye Zhang

In this paper we propose a new class of iterative regularization methods for solving ill-posed linear operator equations. The prototype of these iterative regularization methods is…