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shuai zhang
shuai zhang
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Year
Informer: Beyond efficient transformer for long sequence time-series forecasting
H Zhou, S Zhang, J Peng, S Zhang, J Li, H Xiong, W Zhang
Proceedings of the AAAI conference on artificial intelligence 35 (12), 11106 …, 2021
25802021
An efficient approach to event detection and forecasting in dynamic multivariate social media networks
M Shao, J Li, F Chen, H Huang, S Zhang, X Chen
Proceedings of the 26th International Conference on World Wide Web, 1631-1639, 2017
512017
Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting. arXiv 2020
H Zhou, S Zhang, J Peng, S Zhang, J Li, H Xiong, W Zhang, ...
arXiv preprint arXiv:2012.07436, 2012
292012
Stacked kernel network
S Zhang, J Li, P Xie, Y Zhang, M Shao, H Zhou, M Yan
arXiv preprint arXiv:1711.09219, 2017
202017
Expanding the prediction capacity in long sequence time-series forecasting
H Zhou, J Li, S Zhang, S Zhang, M Yan, H Xiong
Artificial Intelligence 318, 103886, 2023
122023
Learning music sequence representation from text supervision
T Chen, Y Xie, S Zhang, S Huang, H Zhou, J Li
ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022
122022
Merits: medication recommendation for chronic disease with irregular time-series
S Zhang, J Li, H Zhou, Q Zhu, S Zhang, D Wang
2021 IEEE international conference on data mining (ICDM), 1481-1486, 2021
72021
Autost: Towards the universal modeling of spatio-temporal sequences
J Li, S Zhang, H Xiong, H Zhou
Advances in Neural Information Processing Systems 35, 20498-20510, 2022
62022
Triplet attention: Rethinking the similarity in transformers
H Zhou, J Li, J Peng, S Zhang, S Zhang
Proceedings of the 27th ACM SIGKDD conference on knowledge discovery & data …, 2021
62021
Polla: Enhancing the local structure awareness in long sequence spatial-temporal modeling
H Zhou, H Peng, J Peng, S Zhang, J Li
ACM Transactions on Intelligent Systems and Technology (TIST) 12 (6), 1-24, 2021
52021
Aiqoser: building the efficient inference-qos for ai services
J Li, T Zhu, H Zhou, Q Sun, C Jiang, S Zhang, C Hu
2022 IEEE/ACM 30th International Symposium on Quality of Service (IWQoS), 1-10, 2022
32022
Jump Self-attention: Capturing High-order Statistics in Transformers
H Zhou, S Xiao, S Zhang, J Peng, S Zhang, J Li
Advances in Neural Information Processing Systems 35, 17899-17910, 2022
12022
A bisubmodular approach to event detection and prediction in multivariate social graphs
S Zhang, H Zhou, F Chen, J Li
IEEE Transactions on Computational Social Systems 8 (1), 161-170, 2020
12020
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