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Peizhi Niu
Publication Activity (10 Years)
Years Active: 2024-2024
Publications (10 Years): 3
Top Topics
Neural Network
Multilayer Perceptron
Root Mean Square Error
Graph Search
Top Venues
CoRR
Trans. Mach. Learn. Res.
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Publications
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Peizhi Niu
,
Chao Pan
,
Siheng Chen
,
Olgica Milenkovic
Graph Transductive Defense: a Two-Stage Defense for Graph Membership Inference Attacks.
CoRR
(2024)
Tianhao Wei
,
Luca Marzari
,
Kai S. Yun
,
Hanjiang Hu
,
Peizhi Niu
,
Xusheng Luo
,
Changliu Liu
ModelVerification.jl: a Comprehensive Toolbox for Formally Verifying Deep Neural Networks.
CoRR
(2024)
Tianhao Wei
,
Ziwei Wang
,
Peizhi Niu
,
Abulikemu Abuduweili
,
Weiye Zhao
,
Casidhe Hutchison
,
Eric M. Sample
,
Changliu Liu
Improve Certified Training with Signal-to-Noise Ratio Loss to Decrease Neuron Variance and Increase Neuron Stability.
Trans. Mach. Learn. Res.
2024 (2024)