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Bowen Du
Bowen Du
在 buaa.edu.cn 的电子邮件经过验证
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Spatial temporal incidence dynamic graph neural networks for traffic flow forecasting
H Peng, H Wang, B Du, MZA Bhuiyan, H Ma, J Liu, L Wang, Z Yang, L Du, ...
Information Sciences 521, 277-290, 2020
2712020
Deep irregular convolutional residual LSTM for urban traffic passenger flows prediction
B Du, H Peng, S Wang, MZA Bhuiyan, L Wang, Q Gong, L Liu, J Li
IEEE Transactions on Intelligent Transportation Systems 21 (3), 972-985, 2019
2312019
Dynamic and multi-faceted spatio-temporal deep learning for traffic speed forecasting
L Han, B Du, L Sun, Y Fu, Y Lv, H Xiong
Proceedings of the 27th ACM SIGKDD conference on knowledge discovery & data …, 2021
1632021
Parallel architecture of convolutional bi-directional LSTM neural networks for network-wide metro ridership prediction
X Ma, J Zhang, B Du, C Ding, L Sun
IEEE Transactions on Intelligent Transportation Systems 20 (6), 2278-2288, 2018
1592018
Deep spatio-temporal graph convolutional network for traffic accident prediction
L Yu, B Du, X Hu, L Sun, L Han, W Lv
Neurocomputing 423, 135-147, 2021
1362021
Dynamic graph convolutional network for long-term traffic flow prediction with reinforcement learning
H Peng, B Du, M Liu, M Liu, S Ji, S Wang, X Zhang, L He
Information Sciences 578, 401-416, 2021
1352021
Co-prediction of multiple transportation demands based on deep spatio-temporal neural network
J Ye, L Sun, B Du, Y Fu, X Tong, H Xiong
Proceedings of the 25th ACM SIGKDD international conference on knowledge …, 2019
1312019
Dynamic pricing in spatial crowdsourcing: A matching-based approach
Y Tong, L Wang, Z Zhou, L Chen, B Du, J Ye
Proceedings of the 2018 international conference on management of data, 773-788, 2018
1182018
Dynamic spatial-temporal representation learning for traffic flow prediction
L Liu, J Zhen, G Li, G Zhan, Z He, B Du, L Lin
IEEE Transactions on Intelligent Transportation Systems 22 (11), 7169-7183, 2020
1032020
Coupled layer-wise graph convolution for transportation demand prediction
J Ye, L Sun, B Du, Y Fu, H Xiong
Proceedings of the AAAI conference on artificial intelligence 35 (5), 4617-4625, 2021
1012021
Estimation of missing values in heterogeneous traffic data: Application of multimodal deep learning model
L Li, B Du, Y Wang, L Qin, H Tan
Knowledge-Based Systems 194, 105592, 2020
832020
S-net: From answer extraction to answer synthesis for machine reading comprehension
C Tan, F Wei, N Yang, B Du, W Lv, M Zhou
Proceedings of the AAAI conference on artificial intelligence 32 (1), 2018
812018
Catch me if you can: Detecting pickpocket suspects from large-scale transit records
B Du, C Liu, W Zhou, Z Hou, H Xiong
Proceedings of the 22nd ACM SIGKDD international conference on knowledge …, 2016
762016
LSTM variants meet graph neural networks for road speed prediction
Z Lu, W Lv, Y Cao, Z Xie, H Peng, B Du
Neurocomputing 400, 34-45, 2020
702020
Structure sensitive hashing with adaptive product quantization
X Liu, B Du, C Deng, M Liu, B Lang
IEEE transactions on cybernetics 46 (10), 2252-2264, 2015
702015
Attentive crowd flow machines
L Liu, R Zhang, J Peng, G Li, B Du, L Lin
Proceedings of the 26th ACM international conference on Multimedia, 1553-1561, 2018
692018
Multiple relational attention network for multi-task learning
J Zhao, B Du, L Sun, F Zhuang, W Lv, H Xiong
Proceedings of the 25th ACM SIGKDD international conference on knowledge …, 2019
632019
Traffic demand prediction based on dynamic transition convolutional neural network
B Du, X Hu, L Sun, J Liu, Y Qiao, W Lv
IEEE Transactions on Intelligent Transportation Systems 22 (2), 1237-1247, 2020
622020
S-net: From answer extraction to answer generation for machine reading comprehension
C Tan, F Wei, N Yang, B Du, W Lv, M Zhou
arXiv preprint arXiv:1706.04815, 2017
622017
Adaptive spatio-temporal graph neural network for traffic forecasting
X Ta, Z Liu, X Hu, L Yu, L Sun, B Du
Knowledge-based systems 242, 108199, 2022
592022
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