Songyu Ke

13 papers A* 4A 1B 2Journal 5Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
GeoMAE: Masking Representation Learning for Spatio-Temporal Graph Forecasting with Missing Values.
CoRR
Songyu Ke, Chenyu Wu, Yuxuan Liang, Xiuwen Yi, Yanping Sun, Junbo Zhang, Yu Zheng
2025 A conf
Spatio-Temporal Forecasting under Open-World Missingness with Adaptive Mixture-of-Experts.
CIKM
Chenyu Wu, Zhipeng Ma, Junbo Zhang, Songyu Ke, Yu Zheng
2024 B conf
GSDI: Spatio-Temporal Contrastive Learning for Geo-Sensory Data Inference.
IJCNN
Songyu Ke, Yuxuan Liang, Xiuwen Yi, Junbo Zhang, Yu Zheng
2024 B conf
VQGG: Generating Adaptive Graphs for Traffic Forecasting via a Vector-Quantized Graph Generator.
IJCNN
Songyu Ke, Chenyu Wu, Jinjin Guo, Junbo Zhang, Yu Zheng
2023 A* conf
AirFormer: Predicting Nationwide Air Quality in China with Transformers.
AAAI
Yuxuan Liang, Yutong Xia, Songyu Ke, Yiwei Wang, Qingsong Wen, Junbo Zhang, Yu Zheng, Roger Zimmermann
2023 J jnl
AutoSTG
Artif. Intell.
Songyu Ke, Zheyi Pan, Tianfu He, Yuxuan Liang, Junbo Zhang, Yu Zheng
2023 J jnl
Spatio-Temporal Contrastive Self-Supervised Learning for POI-level Crowd Flow Inference.
CoRR
Songyu Ke, Ting Li, Li Song, Yanping Sun, Qintian Sun, Junbo Zhang, Yu Zheng
2022 J jnl
AirFormer: Predicting Nationwide Air Quality in China with Transformers.
CoRR
Yuxuan Liang, Yutong Xia, Songyu Ke, Yiwei Wang, Qingsong Wen, Junbo Zhang, Yu Zheng, Roger Zimmermann
2022 — conf
Efficient Spatio-Temporal Randomly Wired Neural Networks for Traffic Forecasting.
ICDM (Workshops)
Li Song, Kainan Bao, Songyu Ke, Chunyang Li, Junbo Zhang, Yu Zheng
2022 J jnl
Gas-Theft Suspect Detection Among Boiler Room Users: A Data-Driven Approach.
IEEE Trans. Knowl. Data Eng.
Xiuwen Yi, Xiaodu Yang, Yanyong Huang, Songyu Ke, Junbo Zhang, Tianrui Li, Yu Zheng
2021 A* conf
AutoSTG: Neural Architecture Search for Predictions of Spatio-Temporal Graph✱.
WWW
Zheyi Pan, Songyu Ke, Xiaodu Yang, Yuxuan Liang, Yong Yu, Junbo Zhang, Yu Zheng
2021 A* conf
Robust Spatio-Temporal Purchase Prediction via Deep Meta Learning.
AAAI
Huiling Qin, Songyu Ke, Xiaodu Yang, Haoran Xu, Xianyuan Zhan, Yu Zheng
2018 A* conf
GeoMAN: Multi-level Attention Networks for Geo-sensory Time Series Prediction.
IJCAI
Yuxuan Liang, Songyu Ke, Junbo Zhang, Xiuwen Yi, Yu Zheng