Shun Zheng
Shun Zheng
Microsoft Research Asia
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Evaluation of individual and ensemble probabilistic forecasts of COVID-19 mortality in the United States
EY Cramer, EL Ray, VK Lopez, J Bracher, A Brennen, ...
Proceedings of the National Academy of Sciences 119 (15), e2113561119, 2022
Doc2EDAG: An end-to-end document-level framework for Chinese financial event extraction
S Zheng, W Cao, W Xu, J Bian
arXiv preprint arXiv:1904.07535, 2019
A deep pattern diagnosis framework for distant supervision neural relation extraction
S Zheng, L Chen, L Huang, W Xu
Proceedings of ACL, 1-11, 2019
SEEK: Segmented embedding of knowledge graphs
W Xu, S Zheng, L He, B Shao, J Yin, TY Liu
arXiv preprint arXiv:2005.00856, 2020
A general distributed dual coordinate optimization framework for regularized loss minimization
S Zheng, J Wang, F Xia, W Xu, T Zhang
The Journal of Machine Learning Research 18 (1), 4096-4117, 2017
DEPTS: deep expansion learning for periodic time series forecasting
W Fan, S Zheng, X Yi, W Cao, Y Fu, J Bian, TY Liu
arXiv preprint arXiv:2203.07681, 2022
Revisiting the evaluation of end-to-end event extraction
S Zheng, W Cao, W Xu, J Bian
Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021 …, 2021
Less is more: Fast multivariate time series forecasting with light sampling-oriented mlp structures
T Zhang, Y Zhang, W Cao, J Bian, X Yi, S Zheng, J Li
arXiv preprint arXiv:2207.01186, 2022
Efficient and effective multi-task grouping via meta learning on task combinations
X Song, S Zheng, W Cao, J Yu, J Bian
Advances in Neural Information Processing Systems, 2022
Learning Differential Operators for Interpretable Time Series Modeling
Y Luo, C Xu, Y Liu, W Liu, S Zheng, J Bian
Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and …, 2022
HierST: A Unified Hierarchical Spatial-temporal Framework for COVID-19 Trend Forecasting
S Zheng, Z Gao, W Cao, J Bian, TY Liu
Proceedings of the 30th ACM International Conference on Information …, 2021
A continuous glucose monitoring measurements forecasting approach via sporadic blood glucose monitoring
Y Xing, H Ye, X Zhang, W Cao, S Zheng, J Bian, Y Guo
2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2022
A Graph-based Spatiotemporal Model for Energy Markets
S Sharma, S Iyengar, S Zheng, K Kapoor, W Cao, J Bian, ...
Proceedings of the 31st ACM International Conference on Information …, 2022
Impact of pandemic fatigue on the spread of COVID-19: a mathematical modelling study
D Tang, W Cao, J Bian, TY Liu, Z Gao, S Zheng, J Liu
arXiv preprint arXiv:2104.04235, 2021
UADB: Unsupervised Anomaly Detection Booster
H Ye, Z Liu, X Shen, W Cao, S Zheng, X Gui, H Zhang, Y Chang, J Bian
LINGUINE: LearnIng to pruNe on subGraph convolUtIon NEtworks
Y He, W Cao, S Zheng, Z Gao, J Bian
Dynamic Graph Representation Learning with Fourier Temporal State Embedding
Y He, W Cao, S Zheng, Z Gao, J Bian
ClinTS-HII: A Clinical Time-series Benchmark Targeting Heterogeneity, Irregularity, and Interdependency
C Wang, J Zhang, S Zheng, X Yi, W Cao, L Wu, J Li, J Bian
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