Ziqian Lin

DeepSTN+: Context-Aware Spatial-Temporal Neural Network for Crowd Flow Prediction in Metropolis

Ziqian Lin, Jie Feng, Ziyang Lu et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2019 · 269 citations · Full text

Crowd Flows, Crowd Simulation, Convolutional Neural Network +15

MOOD: Multi-level Out-of-distribution Detection

Ziqian Lin, Sreya Dutta Roy, Yixuan Li · 2021 · 77 citations

Anomaly Detection, Machine Learning, Engineering +22

Context-aware Spatial-Temporal Neural Network for Citywide Crowd Flow Prediction via Modeling Long-range Spatial Dependency

Jie Feng, Yong Li, Ziqian Lin et al. · ACM Transactions on Knowledge Discovery from Data · 2021 · 20 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +19

A Sequential Convolution Network for Population Flow Prediction with Explicitly Correlation Modelling

Jie Feng, Ziqian Lin, Xia Tong et al. · 2020 · 18 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +17