Research output per year
Research output per year
Personal profile
Research profile
Time-series forecasting, neural network interpretability.
Education/Academic qualification
Computer Technology, Master, Beijing University of Posts and Telecommunications
1 Sept 2018 → 30 Jun 2021
Award Date: 30 Jun 2021
Computer Science, Master, University of Texas at Arlington
1 Aug 2019 → 31 Jul 2020
Award Date: 31 Jul 2020
Information Security, Bechelor, Qingdao University
1 Sept 2014 → 30 Jun 2018
Award Date: 20 Jun 2018
Keywords
- Computer Science
- Machine Learning
- Nerural Network Interpretability
- Time Series Forecasting
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Collaborations from the last five years
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Pathformer: Multi-scale Transformers with Adaptive Pathways for Time Series Forecasting
Chen, P., Zhang, Y., Cheng, Y., Shu, Y., Wang, Y., Wen, Q., Yang, B. & Guo, C., 16 Jan 2024, International Conference on Learning Representations. 18 p.Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review
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MagicScaler: Uncertainty-aware, Predictive Autoscaling
Pan, Z., Wang, Y., Zhang, Y., Yang, S. B., Cheng, Y., Chen, P., Guo, C., Wen, Q., Tian, X., Dou, Y., Zhou, Z., Yang, C., Zhou, A. & Yang, B., 2023, In: Proceedings of the VLDB Endowment. 16, 12, p. 3808-3821 14 p.Research output: Contribution to journal › Conference article in Journal › Research › peer-review
Open AccessFile10 Citations (Scopus)108 Downloads (Pure) -
Multiple Time Series Forecasting with Dynamic Graph Modeling
Zhao, K., Guo, C., Cheng, Y., Han, P., Zhang, M. & Yang, B., 2023, In: Proceedings of the VLDB Endowment. 17, 4, p. 753-765 13 p.Research output: Contribution to journal › Conference article in Journal › Research › peer-review
Open AccessFile4 Citations (Scopus)115 Downloads (Pure) -
Weakly Guided Adaptation for Robust Time Series Forecasting
Cheng, Y., Chen, P., Guo, C., Zhao, K., Wen, Q., Yang, B. & Jensen, C. S., 2023, In: Proceedings of the VLDB Endowment. 17, 4, p. 766-779 14 p.Research output: Contribution to journal › Conference article in Journal › Research › peer-review
Open AccessFile4 Citations (Scopus)8 Downloads (Pure) -
Spatial-Temporal Recurrent Neural Network for Anomalous Trajectories Detection
Cheng, Y., Wu, B., Song, L. & Shi, C., 15 Nov 2019, Advanced Data Mining and Applications. Springer, p. 565-578 14 p.Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review
Open Access12 Citations (Scopus)