Zhengyang Zhou

RiskOracle: A Minute-Level Citywide Traffic Accident Forecasting Framework

Zhengyang Zhou, Yang Wang, Xike Xie et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2020 · 118 citations · Full text

Engineering, Machine Learning, Safety Science +19

Foresee Urban Sparse Traffic Accidents: A Spatiotemporal Multi-Granularity Perspective

Zhengyang Zhou, Yang Wang, Xike Xie et al. · IEEE Transactions on Knowledge and Data Engineering · 2020 · 80 citations

Geometric Learning, Convolutional Neural Network, Engineering +18

Deciphering urban traffic impacts on air quality by deep learning and emission inventory

Wenjie Du, Lianliang Chen, Haoran Wang et al. · Journal of Environmental Sciences · 2022 · 58 citations

Pollution Detection, Environmental Monitoring, Machine Learning +11

HDMixer: Hierarchical Dependency with Extendable Patch for Multivariate Time Series Forecasting

Qihe Huang, Lei Shen, Ruixin Zhang et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2024 · 48 citations · Full text

Long-term Dependencies, Structured Prediction, Forecasting Methodology +24

An Observed Value Consistent Diffusion Model for Imputing Missing Values in Multivariate Time Series

Xu Wang, Hongbo Zhang, Pengkun Wang et al. · 2023 · 41 citations

Engineering, Machine Learning, Data Science +13