Shiyang Li

Enhancing the Locality and Breaking the Memory Bottleneck of Transformer on Time Series Forecasting

Shiyang Li, Xiaoyong Jin, Yao Xuan et al. · arXiv (Cornell University) · 2019 · 1K citations · Full text

Structured Prediction, Forecasting Methodology, Engineering +16

Resilience-Oriented Design of Distribution Systems

Shanshan Ma, Shiyang Li, Zhaoyu Wang et al. · IEEE Transactions on Power Systems · 2019 · 152 citations

Engineering, Reliability Engineering, Uncertainty Quantification +20

Enhancing the Locality and Breaking the Memory Bottleneck of Transformer on Time Series Forecasting

Shiyang Li, Xiaoyong Jin, Yao Xuan et al. · arXiv (Cornell University) · 2019 · 124 citations · Full text

Structured Prediction, Forecasting Methodology, Recurrent Neural Network +15

Adaptive Online Monitoring of Voltage Stability Margin via Local Regression

Shiyang Li, Venkataramana Ajjarapu, M. Djukanović · IEEE Transactions on Power Systems · 2017 · 51 citations

Adaptive Online Monitoring, Reliability Engineering, Engineering +15

Cyclostationary approach to detect flow-induced effects on vibration signals from centrifugal pumps

Shiyang Li, Ning Chu, Peng Yan et al. · Mechanical Systems and Signal Processing · 2018 · 49 citations

Cyclostationary Approach, Engineering, Fluid Mechanics +8