Concepedia

Zilin Huang

ZH

Statistics

Publications

16

Citations

379

H-Index

13

Active since

2019

Affiliations

South China University of Technology(Current)

University of Wisconsin–Madison

Harbin Institute of Technology

Purdue University West Lafayette

Sun Yat-sen University

Zilin Huang is an author at South China University of Technology specializing in engineering, transportation engineering, and data science.

Top concepts

EngineeringData ScienceTransportation EngineeringSmart CityComputer ScienceSignal ProcessingSystems EngineeringForecastingLocalizationDeep Learning

Publications per year

2019–2025

16

Publications

16

A Combined Deep Learning Method with Attention-Based LSTM Model for Short-Term Traffic Speed Forecasting

Pan Wu, Zilin Huang, Yuzhuang Pian et al. · Journal of Advanced Transportation · 2020 · 65 citations · Full text

Short-term Traffic Speed, Intelligent Traffic Management, Sequence Modelling +13

Human as AI mentor: Enhanced human-in-the-loop reinforcement learning for safe and efficient autonomous driving

Zilin Huang, Zihao Sheng, Chengyuan Ma et al. · Communications in Transportation Research · 2024 · 57 citations · Full text

A Taxonomy for Autonomous Vehicles Considering Ambient Road Infrastructure

Sikai Chen, Shuya Zong, Tiantian Chen et al. · Sustainability · 2023 · 31 citations · Full text

Engineering, Smart City, Sae Taxonomy +18

Deep spatial-temporal bi-directional residual optimisation based on tensor decomposition for traffic data imputation on urban road network

Jinlong Li, Lunhui Xu, Ruonan Li et al. · Applied Intelligence · 2022 · 29 citations

Data Science, Traffic Prediction, Tensor Decomposition +2

Citywide Metro-to-Bus Transfer Behavior Identification Based on Combined Data from Smart Cards and GPS

Zilin Huang, Lunhui Xu, Yongjie Lin et al. · Applied Sciences · 2019 · 22 citations · Full text

Transport Network Analysis, Engineering, Smart City +17

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