Concepedia

Songyu Ke

SK

Statistics

Publications

5

Citations

778

H-Index

5

Active since

2018

Affiliations

Shanghai Jiao Tong University(Current)

Southwest Jiaotong University

National University of Singapore

Jingdong (China)

Xidian University

Songyu Ke is an author at Shanghai Jiao Tong University specializing in computing, spatio-temporal forecasting, and machine learning.

Publications per year

2018–2023

5

Publications

5

GeoMAN: Multi-level Attention Networks for Geo-sensory Time Series Prediction

Yuxuan Liang, Songyu Ke, Junbo Zhang et al. · 2018 · 517 citations · Full text

Computing, Geoinformatics, Forecasting +16

AirFormer: Predicting Nationwide Air Quality in China with Transformers

Yuxuan Liang, Yutong Xia, Songyu Ke et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2023 · 148 citations · Full text

Computing, Data Science, Air Pollution +16

AutoSTG: Neural Architecture Search for Predictions of Spatio-Temporal Graph✱

Zheyi Pan, Songyu Ke, Xiaodu Yang et al. · 2021 · 80 citations · Full text

Computing, Computer Science, Data Science +15

Robust Spatio-Temporal Purchase Prediction via Deep Meta Learning

Huiling Qin, Songyu Ke, Xiaodu Yang et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2021 · 17 citations · Full text

Computing, Business Analytics, Computer Science +17

AutoSTG+: An automatic framework to discover the optimal network for spatio-temporal graph prediction

Songyu Ke, Zheyi Pan, Tianfu He et al. · Artificial Intelligence · 2023 · 16 citations

Computing, Data Science, Geoinformatics +16

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