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Qiang Wu
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Distributed agent-based deep reinforcement learning for large scale traffic signal control
Q Wu, J Wu, J Shen, B Du, A Telikani, M Fahmideh, C Liang
Knowledge-based systems 241, 108304, 2022
402022
Promoting wind energy for sustainable development by precise wind speed prediction based on graph neural networks
Q Wu, H Zheng, X Guo, G Liu
Renewable Energy 199, 977-992, 2022
362022
Smart fog based workflow for traffic control networks
Q Wu, J Shen, B Yong, J Wu, F Li, J Wang, Q Zhou
Future Generation Computer Systems 97, 825-835, 2019
352019
ClothGAN: generation of fashionable Dunhuang clothes using generative adversarial networks
Q Wu, B Zhu, B Yong, Y Wei, X Jiang, R Zhou, Q Zhou
Connection Science 33 (2), 341-358, 2021
302021
Towards attention-based convolutional long short-term memory for travel time prediction of bus journeys
J Wu, Q Wu, J Shen, C Cai
Sensors 20 (12), 3354, 2020
282020
SATP-GAN: Self-attention based generative adversarial network for traffic flow prediction
L Zhang, J Wu, J Shen, M Chen, R Wang, X Zhou, C Xu, Q Yao, Q Wu
Transportmetrica B: Transport Dynamics 9 (1), 552-568, 2021
272021
Expression might be enough: representing pressure and demand for reinforcement learning based traffic signal control
L Zhang, Q Wu, J Shen, L Lü, B Du, J Wu
International Conference on Machine Learning, 26645-26654, 2022
232022
An edge based multi-agent auto communication method for traffic light control
Q Wu, J Wu, J Shen, B Yong, Q Zhou
Sensors 20 (15), 4291, 2020
212020
Efficient pressure: Improving efficiency for signalized intersections
Q Wu, L Zhang, J Shen, L Lü, B Du, J Wu
arXiv preprint arXiv:2112.02336, 2021
162021
The bounds of improvements toward real-time forecast of multi-scenario train delays
J Wu, Y Wang, B Du, Q Wu, Y Zhai, J Shen, L Zhou, C Cai, W Wei, Q Zhou
IEEE Transactions on Intelligent Transportation Systems 23 (3), 2445-2456, 2021
142021
A GTFS data acquisition and processing framework and its application to train delay prediction
J Wu, B Du, Z Gong, Q Wu, J Shen, L Zhou, C Cai
International Journal of Transportation Science and Technology 12 (1), 201-216, 2023
82023
Influential simplices mining via simplicial convolutional network
Y Zeng, Y Huang, Q Wu, L Lü
arXiv preprint arXiv:2307.05841, 2023
62023
AttentionLight: Rethinking queue length and attention mechanism for traffic signal control
L Zhang, Q Wu, J Deng
arXiv preprint arXiv:2201.00006, 2021
42021
A hybrid LSTM-CPS approach for long-term prediction of train delays in multivariate time series
J Wu, B Du, Q Wu, J Shen, L Zhou, C Cai, Y Zhai, W Wei, Q Zhou
Future Transportation 1 (3), 765-776, 2021
42021
Communicate with traffic lights and vehicles based on multi-agent reinforcement learning
Q Wu, P Zhi, Y Wei, L Zhang, J Wu, Q Zhou, Q Zhou, P Gao
2021 IEEE 24th International Conference on Computer Supported Cooperative …, 2021
42021
Entity knowledge transfer-oriented dual-target cross-domain recommendations
Y Li, Q Wu, L Hou, J Li
Expert Systems with Applications 195, 116591, 2022
32022
Knowledge intensive state design for traffic signal control
L Zhang, Q Wu, J Deng
arXiv:2201.00006, 2021
32021
Multivariate Multi-Step Train Delay Forecasting: A Hybrid LSTM-CPS Solution
J Wu, Q Wu, L Zhou, C Cai, B Du, Y Zhai, W Wei, J Shen, Q Zhou
Transportation Research Board 100th Annual Meeting, 2021
32021
Multi-agent deep reinforcement learning for traffic signal control with Nash Equilibrium
W Wei, Q Wu, J Shen, J Wu, B Du, T Li
IEEE SmartCity-2021 (Best paper), 2021
32021
Expression is enough: Improving traffic signal control with advanced traffic state representation
L Zhang, Q Wu, J Shen, L Lü, J Wu, B Du
arXiv preprint arXiv 2112, 2021
32021
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