| A combined deep learning method with attention-based LSTM model for short-term traffic speed forecasting P Wu, Z Huang*, Y Pian, L Xu, J Li, K Chen Journal of Advanced Transportation 2020, 1-15, 2020 | 56 | 2020 |
| Multi-stage pedestrian positioning using filtered WiFi scanner data in an urban road environment Z Huang, L Xu, Y Lin Sensors 20 (11), 3259, 2020 | 25 | 2020 |
| Deep spatial-temporal bi-directional residual optimisation based on tensor decomposition for traffic data imputation on urban road network J Li, L Xu, R Li, P Wu, Z Huang Applied Intelligence 52 (10), 11363-11381, 2022 | 21 | 2022 |
| Citywide metro-to-bus transfer behavior identification based on combined data from smart cards and GPS Z Huang, L Xu, Y Lin, P Wu, B Feng Applied Sciences 9 (17), 3597, 2019 | 21 | 2019 |
| Imputation methods used in missing traffic data: A literature review P Wu, L Xu, Z Huang Artificial Intelligence Algorithms and Applications: 11th International …, 2020 | 19 | 2020 |
| A novel WIFI-oriented RSSI signal processing method for tracking low-speed pedestrians Z Huang, X Zhu, Y Lin, L Xu, Y Mao 2019 5th International Conference on Transportation Information and Safety …, 2019 | 18 | 2019 |
| Recognizing real-time transfer patterns between metro and bus systems based on spatial–temporal constraints P Wu, L Xu, J Li, H Guo, Z Huang Journal of Transportation Engineering, Part A: Systems 148 (9), 04022065, 2022 | 7 | 2022 |
| ST-CRMF: compensated residual matrix factorization with spatial-temporal regularization for graph-based time series forecasting J Li, P Wu, R Li, Y Pian, Z Huang, L Xu, X Li Sensors 22 (15), 5877, 2022 | 7 | 2022 |
| RSSI positioning method of vehicles in tunnels based on semi-supervised extreme learning machine Y Lin, Z Huang*, P Wu, L Xu 交通运输工程学报 21 (2), 243-255, 2021 | 7 | 2021 |
| Dynamic adaptive generative adversarial networks with multi-view temporal factorizations for hybrid recovery of missing traffic data J Li, R Li, Z Huang, P Wu, L Xu Neural Computing and Applications 35 (10), 7677-7696, 2023 | 6 | 2023 |
| A taxonomy for autonomous vehicles considering ambient road infrastructure S Chen, S Zong, T Chen, Z Huang, Y Chen, S Labi Sustainability 15 (14), 11258, 2023 | 5 | 2023 |
| How determinants affect transfer ridership between metro and bus systems: A multivariate generalized poisson regression analysis method P Wu, J Li, Y Pian, X Li, Z Huang, L Xu, G Li, R Li Sustainability 14 (15), 9666, 2022 | 5 | 2022 |
| Game Analysis of Conflicts Between Pedestrians and Vehicular Traffic on Unsignalized Road Sections Based on Cumulative Prospect Theory L Xu, Y Pian, Z Huang, Y Lin China Journal of Highway and Transport 35 (1), 119-136, 2022 | 5* | 2022 |
| Cv2x-loca: Roadside unit-enabled cooperative localization framework for autonomous vehicles Z Huang, S Chen, Y Pian, Z Sheng, S Ahn, DA Noyce arXiv preprint arXiv:2304.00676, 2023 | 3 | 2023 |
| Epg-mgcn: Ego-planning guided multi-graph convolutional network for heterogeneous agent trajectory prediction Z Sheng, Z Huang, S Chen arXiv preprint arXiv:2303.17027, 2023 | 2 | 2023 |
| Human as AI Mentor: Enhanced Human-in-the-loop Reinforcement Learning for Safe and Efficient Autonomous Driving Z Huang, Z Sheng, C Ma, S Chen arXiv preprint arXiv:2401.03160, 2024 | 1 | 2024 |
| Wi-CL: Low-Cost WiFi-Based Detection System for Nonmotorized Traffic Travel Mode Classification R Xu, Z Huang*, S Chen, J Li, P Wu, Y Lin Journal of Advanced Transportation 2023, 2023 | 1 | 2023 |
| Exploring Driving Behavior for Autonomous Vehicles Based on Gramian Angular Field Vision Transformer J You, Y Chen, Z Jiang, Z Liu, Z Huang, Y Ding, B Ran arXiv preprint arXiv:2310.13906, 2023 | | 2023 |
Sikai ChenAssistant Professor, University of Wisconsin-MadisonVerified email at wisc.edu
