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Jiali Yu

University of Electronic Science and Technology of China (UESTC)

SCHOLARLY PAPERS

4

DOWNLOADS

209

TOTAL CITATIONS

0

Scholarly Papers (4)

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1.

Improved Adaptive Optimization Algorithm for Training Physics-Informed Neural Networks

Number of pages: 9 Posted: 27 Feb 2025
Jie Sun, Jiali Yu, Yong Liao, Zhang Yi and Qing Gao
affiliation not provided to SSRN, University of Electronic Science and Technology of China (UESTC), affiliation not provided to SSRN, Sichuan University - Machine Intelligence Laboratory and affiliation not provided to SSRN
Downloads 65 (951,658)

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Adaptive optimization algorithm, Long-term memory, Convex optimization, Physics-Informed Neural Networks

2.

Brain Structural Features with Functional Priori to Classify Parkinson's Disease and Multiple System Atrophy Using Diagnostic MRI

Number of pages: 25 Posted: 15 Nov 2024
Kai Zhou, Jie Li, Rui Huang, Jiali Yu, Rong Li, Wei Liao, Fengmei Lu, Xiaofei Hu, Huafu Chen and Qing Gao
University of Electronic Science and Technology of China (UESTC), University of Electronic Science and Technology of China (UESTC), affiliation not provided to SSRN, University of Electronic Science and Technology of China (UESTC), University of Electronic Science and Technology of China (UESTC), University of Electronic Science and Technology of China (UESTC) - The Clinical Hospital of Chengdu Brain Science Institute, University of Electronic Science and Technology of China (UESTC), University of Electronic Science and Technology of China (UESTC), University of Electronic Science and Technology of China (UESTC) - The Clinical Hospital of Chengdu Brain Science Institute and University of Electronic Science and Technology of China (UESTC)
Downloads 55 (1,010,164)

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Parkinson's disease, Multiple system atrophy, MRI, Machine Learning, Classification

3.

Image Sequence Prediction Using Discrete Neural Ode with High Dimensional Continuous Attractor

Number of pages: 8 Posted: 15 Mar 2025
Wang Liao, Jiali Yu, Xuming Huang, Zizheng Miao and Lan Shu
affiliation not provided to SSRN, University of Electronic Science and Technology of China (UESTC), affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 54 (1,020,567)

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Neural ODEs, Continuous attractor, Singular value decomposition, Recurrent neural network

4.

Var-Nmode: Model With  L2-Stability Based on Nmode for Defending Against Adversarial Attacks

Number of pages: 25 Posted: 05 Mar 2025
Qing Yang, Xiaobing Hu, Jiali Yu, Lan Shu, Zhang Yi and Yong Liao
affiliation not provided to SSRN, affiliation not provided to SSRN, University of Electronic Science and Technology of China (UESTC), affiliation not provided to SSRN, Sichuan University - Machine Intelligence Laboratory and Sichuan University
Downloads 35 (1,263,436)

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ODE networks, Adversarial perturbations, Robustness, Adversarial training.