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Qingyu Song
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Graph attention convolutional network: Spatiotemporal modeling for urban traffic prediction
Q Song, RB Ming, J Hu, H Niu, M Gao
2020 IEEE 23rd International Conference on Intelligent Transportation …, 2020
132020
Graph database and relational database performance comparison on a transportation network
J Chen, Q Song, C Zhao, Z Li
Advances in Computing and Data Sciences: 4th International Conference …, 2020
122020
An urban topological map generation method for traffic flow prediction based on road segment clustering with floating vehicle trajectory dataset
Q Song, J Hu, R Zhang, Z Zhang
CICTP 2019, 2330-2338, 2019
22019
Towards Robust Learning to Optimize with Theoretical Guarantees
Q Song, W Lin, J Wang, X Hong
Proc. of IEEE/CVF CVPR, 2024
2024
Fed2Com: Towards Efficient Compression in Federated Learning
Y Zhang, W Lin, S Chen, Q Song, J Lu, Y Shao, B Yu, H Xu
Proc. of IEEE ICNC, 2024
2024
A Learning-only Method for Multi-Cell Multi-User MIMO Sum Rate Maximization
Q Song, J Wang, J Li, G Liu, H Xu
Proc. of IEEE INFOCOM, 2024
2024
Learning to Optimize Non-Convex Sum-Rate Maximization Problems
Q Song, G Liu, H Xu
1st Workshop on the Synergy of Scientific and Machine Learning Modeling …, 2023
2023
Towards a Learning-Only Approach for Non-Convex Sum-Rate Maximization
Q Song, G Liu, H Xu
1st Workshop on Learning-augmented Algorithms: Theory and Applications …, 2023
2023
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