itransformer: Inverted transformers are effective for time series forecasting Y Liu, T Hu, H Zhang, H Wu, S Wang, L Ma, M Long International Conference on Learning Representations (ICLR2024), 2023 | 171 | 2023 |
Time-llm: Time series forecasting by reprogramming large language models M Jin, S Wang, L Ma, Z Chu, JY Zhang, X Shi, PY Chen, Y Liang, YF Li, ... International Conference on Learning Representations (ICLR2024), 2023 | 147 | 2023 |
A meta reinforcement learning approach for predictive autoscaling in the cloud S Xue, C Qu, X Shi, C Liao, S Zhu, X Tan, L Ma, S Wang, S Wang, Y Hu, ... Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and …, 2022 | 27 | 2022 |
TimeMixer: Decomposable Multiscale Mixing for Time Series Forecasting S Wang, H Wu, X Shi, T Hu, H Luo, L Ma, JY Zhang, JUN ZHOU The Twelfth International Conference on Learning Representations (ICLR2024), 2023 | 20 | 2023 |
A distributed PDP model based on spectral clustering for improving evaluation performance F Deng, J Lu, SY Wang, J Pan, LY Zhang World Wide Web (WWW) 22, 1555-1576, 2019 | 18 | 2019 |
Establishment of attribute bitmaps for efficient XACML policy evaluation F Deng, S Wang, L Zhang, X Wei, J Yu Knowledge-Based Systems (KBS) 143, 93-101, 2018 | 17 | 2018 |
A graph regularized point process model for event propagation sequence S Xue, X Shi, H Hao, L Ma, J Zhang, S Wang, S Wang 2021 International Joint Conference on Neural Networks (IJCNN), 1-7, 2021 | 11 | 2021 |
End-to-end modeling of hierarchical time series using autoregressive transformer and conditional normalizing flow-based reconciliation S Wang, F Zhou, Y Sun, L Ma, J Zhang, Y Zheng 2022 IEEE International Conference on Data Mining (ICDM), 1087-1094, 2022 | 7 | 2022 |
Intelligent virtual assistants with llm-based process automation Y Guan, D Wang, Z Chu, S Wang, F Ni, R Song, L Li, J Gu, C Zhuang KDD2024, 2023 | 6 | 2023 |
SLOTH: structured learning and task-based optimization for time series forecasting on hierarchies F Zhou, C Pan, L Ma, Y Liu, S Wang, J Zhang, X Zhu, X Hu, Y Hu, Y Zheng, ... Proceedings of the AAAI Conference on Artificial Intelligence 37 (9), 11417 …, 2023 | 3 | 2023 |
Full scaling automation for sustainable development of green data centers S Wang, Y Sun, X Shi, S Zhu, LT Ma, J Zhang, Y Zheng, J Liu IJCAI2023 Thirty-Second International Joint Conference on Artificial …, 2023 | 3 | 2023 |
NeuralReconciler for Hierarchical Time Series Forecasting S Wang WSDM2024 Proceedings of the 17th ACM International Conference on Web Search …, 2024 | 1 | 2024 |
Flow-Based End-to-End Model for Hierarchical Time Series Forecasting via Trainable Attentive-Reconciliation S Wang, Y Sun, Y Wang, F Zhou, LT Ma, J Zhang, YF Zheng DASFAA2023 International Conference on Database Systems for Advanced …, 2023 | 1 | 2023 |