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xuguangning's Projects

atgcnet icon atgcnet

Official code for paper 《ATGCNet: An Adaptive Tensor Graph Convolution Network for Air Quality Prediction》

intgnn_icassp2023 icon intgnn_icassp2023

Official source code for paper 《Int-GNN: a User Intention Aware Graph Neural Network for Session-Based Recommendation》accepted by ICASSP 2023

ls_ntp icon ls_ntp

Official source code for paper 《LS-NTP: Unifying Long- and Short-range Spatial Correlations for Near-surface Temperature Prediction》

ti_estimation icon ti_estimation

Official source code for paper 《TFG-Net: Tropical Cyclone Intensity Estimation from a Fine-grained Perspective with the Graph Convolution Neural Network》

ti_prediction icon ti_prediction

Official source code for paper 《SAF-Net: A Spatio-Temporal Deep Learning Method for Typhoon Intensity Prediction》

tls_mwp icon tls_mwp

Official source code for paper 《TLS-MWP: A Tensor-based Long- and Short-range Convolution for Multiple Weather Prediction》

typhoon_master icon typhoon_master

Official source code for my master graduation thesis which English name is Research on Typhoon Movement and Intensity Forecasting Based on Deep Learning Method and Chinese name is 《基于深度学习的台风路径与强度预测方法研究

typhoon_path icon typhoon_path

Official source code for paper 《AM-ConvGRU: A Spatio-Temporal Model for Typhoon Path Prediction》

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