Group-Aware Graph Neural Network for Nationwide City Air Quality
Forecasting

Group-Aware Graph Neural Network for Nationwide City Air Quality Forecasting

27 August 2021

Papers citing "Group-Aware Graph Neural Network for Nationwide City Air Quality Forecasting"

18 / 18 papers shown

Title
Air Quality Prediction with A Meteorology-Guided Modality-Decoupled Spatio-Temporal Network Hang Yin Yan Zhang Jian Xu Jian-Long Chang Heng Chang Cheng-Lin Liu 46 0 0 14 Apr 2025
Edge Graph Intelligence: Reciprocally Empowering Edge Networks with Graph Intelligence Liekang Zeng Shengyuan Ye Xu Chen Xiaoxi Zhang Ju Ren Jian Tang Yang Yang Xuemin Shen 60 2 0 08 Jan 2025
Spatio-Temporal Forecasting of PM2.5 via Spatial-Diffusion guided Encoder-Decoder Architecture Malay Pandey Vaishali Jain Nimit Godhani Sachchida Nand Tripathi Piyush Rai DiffM AI4TS AI4CE 75 0 0 18 Dec 2024
STG-Mamba: Spatial-Temporal Graph Learning via Selective State Space Model Lincan Li Hanchen Wang Wenjie Zhang A. Coster Mamba 31 10 0 19 Mar 2024
ComS2T: A complementary spatiotemporal learning system for data-adaptive model evolution Zhen-Qiang Zhou Qihe Huang Binwu Wang Jianpeng Hou Kuo Yang Keli Zhang Yang Wang AI4TS 32 2 0 04 Mar 2024
AirPhyNet: Harnessing Physics-Guided Neural Networks for Air Quality Prediction Kethmi Hirushini Hettige Jiahao Ji Shili Xiang Cheng Long Gao Cong Jingyuan Wang AI4CE 35 10 0 06 Feb 2024
Multi-spatial Multi-temporal Air Quality Forecasting with Integrated Monitoring and Reanalysis Data Yuxiao Hu Qian Li Xiaodan Shi Jinyue Yan Yuntian Chen 24 0 0 31 Dec 2023
TPRNN: A Top-Down Pyramidal Recurrent Neural Network for Time Series Forecasting Ling Chen Jiahua Cui AI4TS 22 1 0 11 Dec 2023
Graph Deep Learning for Time Series Forecasting Andrea Cini Ivan Marisca Daniele Zambon Cesare Alippi AI4TS AI4CE 26 14 0 24 Oct 2023
Machine Learning for Urban Air Quality Analytics: A Survey Jindong Han Weijiao Zhang Hao Liu Hui Xiong AI4CE 80 12 0 14 Oct 2023
WeatherGNN: Exploiting Meteo- and Spatial-Dependencies for Local Numerical Weather Prediction Bias-Correction Binqing Wu Weiqiu Chen Wengwei Wang Bingqing Peng Liang Sun Ling Chen 18 5 0 09 Oct 2023
A Survey on Graph Neural Networks for Time Series: Forecasting, Classification, Imputation, and Anomaly Detection Ming Jin Huan Yee Koh Qingsong Wen Daniele Zambon Cesare Alippi G. I. Webb Irwin King Shirui Pan AI4TS AI4CE 44 143 0 07 Jul 2023
Graph-based Time Series Clustering for End-to-End Hierarchical Forecasting Andrea Cini Danilo Mandic Cesare Alippi AI4TS 29 9 0 30 May 2023
Graph Neural Network for spatiotemporal data: methods and applications Yun-Qing Li Dazhou Yu Zhenke Liu Minxing Zhang Xi Gong Liang Zhao AI4TS AI4CE 31 10 0 30 May 2023
Spatio-Temporal Graph Neural Networks for Predictive Learning in Urban Computing: A Survey G. Jin Keli Zhang Yuchen Fang Zezhi Shao Jincai Huang Junbo Zhang Yu Zheng AI4TS AI4CE 85 182 0 25 Mar 2023
AirFormer: Predicting Nationwide Air Quality in China with Transformers Keli Zhang Yutong Xia Songyu Ke Yiwei Wang Qingsong Wen Junbo Zhang Yu Zheng R. Zimmermann AI4TS AI4CE 24 106 0 29 Nov 2022
Doing More with Less: Overcoming Data Scarcity for POI Recommendation via Cross-Region Transfer Vinayak Gupta Srikanta J. Bedathur 43 19 0 16 Jan 2022
Learning from Multiple Time Series: A Deep Disentangled Approach to Diversified Time Series Forecasting Ling-Hao Chen Weiqiu Chen Binqing Wu Youdong Zhang Bo Wen Chenghu Yang AI4TS 9 4 0 09 Nov 2021