Jiewen Deng

Spatio-Temporal Adaptive Embedding Makes Vanilla Transformer SOTA for Traffic Forecasting

Hangchen Liu, Zheng Dong, Renhe Jiang et al. · 2023 · 243 citations

Forecasting Methodology, Intelligent Traffic Management, Spatiotemporal Diagnostics +14

MTMGNN: Multi-time multi-graph neural network for metro passenger flow prediction

Du Yin, Renhe Jiang, Jiewen Deng et al. · GeoInformatica · 2022 · 46 citations

Transport Network Analysis, Engineering, Machine Learning +9

Interpretable machine learning for predicting 28-day all-cause in-hospital mortality for hypertensive ischemic or hemorrhagic stroke patients in the ICU: a multi-center retrospective cohort study with internal and external cross-validation

Jian Huang, Huaqiao Chen, Jiewen Deng et al. · Frontiers in Neurology · 2023 · 22 citations · Full text

TTS-Norm: Forecasting Tensor Time Series via Multi-Way Normalization

Jiewen Deng, Jinliang Deng, Du Yin et al. · ACM Transactions on Knowledge Discovery from Data · 2023 · 18 citations

Forecasting Methodology, Tts Forecasting, Tensor Time Series +14

Non-Intrusive Load Monitoring Based on Unsupervised Optimization Enhanced Neural Network Deep Learning

Yu Liu, Jiarui Wang, Jiewen Deng et al. · Frontiers in Energy Research · 2021 · 15 citations · Full text