Localised Adaptive Spatial-Temporal Graph Neural Network

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Localised Adaptive Spatial-Temporal Graph Neural Network

12 June 2023

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Papers citing "Localised Adaptive Spatial-Temporal Graph Neural Network"

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Title
RAM: Replace Attention with MLP for Efficient Multivariate Time Series Forecasting Suhan Guo Jiahong Deng Yi Wei Hui Dou Furao Shen Jian Zhao AI4TS 454 0 0 31 Oct 2024
Scalable Transformer for High Dimensional Multivariate Time Series Forecasting Xin Zhou Weiqing Wang Wray Buntine Shilin Qu Abishek Sriramulu Weicong Tan Christoph Bergmeir AI4TS 103 4 0 08 Aug 2024
Pre-Training Identification of Graph Winning Tickets in Adaptive Spatial-Temporal Graph Neural Networks Wenying Duan Tianxiang Fang Hong Rao Xiaoxi He 80 0 0 12 Jun 2024
Frequency Enhanced Pre-training for Cross-city Few-shot Traffic Forecasting Zhanyu Liu Jianrong Ding Guanjie Zheng AI4TS 74 3 0 03 Jun 2024
Multi-scale Traffic Pattern Bank for Cross-city Few-shot Traffic Forecasting Zhanyu Liu Guanjie Zheng Yanwei Yu AI4TS 106 6 0 01 Feb 2024
Minimalist Traffic Prediction: Linear Layer Is All You Need Wenying Duan Hong Rao Wei Huang Xiaoxi He AI4TS 45 3 0 20 Aug 2023
Early-Bird GCNs: Graph-Network Co-Optimization Towards More Efficient GCN Training and Inference via Drawing Early-Bird Lottery Tickets Haoran You Zhihan Lu Zijian Zhou Y. Fu Yingyan Lin GNN 113 33 0 01 Mar 2021