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Hua Yan

Sichuan University

No. 24 South Section1, Yihuan Road,

Chengdu, 610064

China

SCHOLARLY PAPERS

3

DOWNLOADS

319

TOTAL CITATIONS

0

Scholarly Papers (3)

1.

A Graph Neural Network and Transformer-Based Model for Pm2.5 Prediction Through Spatiotemporal Correlation

Number of pages: 25 Posted: 08 Oct 2024
Yao Ye, Yong Cao, Yibo Dong and Hua Yan
Sichuan University, affiliation not provided to SSRN, affiliation not provided to SSRN and Sichuan University
Downloads 159

Abstract:

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PM2.5 prediction, Spatiotemporal correlation, Graph neural network, Transformer, Deep learning

2.

Rcdm: Recurrent Conditional Diffusion Model for Multivariate Time Series Imputation

Number of pages: 31 Posted: 15 Feb 2025
Feiyang He and Hua Yan
Sichuan University and Sichuan University
Downloads 110

Abstract:

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Multivariate time series imputation, deep learning, conditional diffusion model, recurrent conditional information

3.

A Reinforcement Learning-Based Garbage Collection Algorithm for Nand Flash Memory

Number of pages: 27 Posted: 16 Apr 2025
Yong Ran and Hua Yan
Sichuan University and Sichuan University
Downloads 50

Abstract:

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NAND Flash, Garbage collection, Reinforcement learning, Wear leveling