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ORCIDBowen Du 0001
Person information
- affiliation: Beihang University, SKLSDE, BDBC, Beijing, China
- affiliation (PhD 2013): Beihang University, School of Computer Science and Engineering, Beijing, China
- affiliation: University of Central Florida, Department of Computer Science, OL, USA
Other persons with the same name
- Bowen Du — disambiguation page
- Bowen Du 0002
![[0000-0002-3755-4870]](https://dblp.uni-trier.de./img/orcid-mark.12x12.png "0000-0002-3755-4870")
— Tongji University, School of Software Engineering, Shanghai, China (and 1 more)
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2020 – today
- 2025
[j60]Qian Liu, Junchen Ye, Haohan Liang, Leilei Sun, Bowen Du:
TS-MAE: A masked autoencoder for time series representation learning. Inf. Sci. 690: 121576 (2025)- [j59]Jiejie Zhao, Tongyu Zhu, Leilei Sun, Bowen Du, Haiquan Wang, Lei Huang:
Dual-mask: Progressively sparse multi-task architecture learning. Pattern Recognit. 158: 110950 (2025) - 2024
- [j58]Xu-Yan Tan, Shivakumara Palaiahnakote, Weizhong Chen, Ke Cheng, Bowen Du:
A novel autoencoder for structural anomalies detection in river tunnel operation. Expert Syst. Appl. 244: 122906 (2024) - [j57]Mingxuan Xie, Tao Zou, Junchen Ye, Bowen Du, Runhe Huang:
Dynamic Graph Representation Learning for Passenger Behavior Prediction. Future Internet 16(8): 295 (2024) - [j56]Tong Chen, Xiaoshan Bai, Jiejie Zhao, Haiquan Wang, Bowen Du, Lei Li, Shan Zhang:
ShieldTSE: A Privacy-Enhanced Split Federated Learning Framework for Traffic State Estimation in IoV. IEEE Internet Things J. 11(22): 37324-37339 (2024) - [j55]Bohao Li, Bowen Du, Junchen Ye, Jiajing Huang, Leilei Sun, Jinyan Feng:
Learning solid dynamics with graph neural network. Inf. Sci. 676: 120791 (2024) - [j54]Junchen Ye, Weimiao Li, Zhixin Zhang, Tongyu Zhu, Leilei Sun, Bowen Du:
MvTS-library: An open library for deep multivariate time series forecasting. Knowl. Based Syst. 283: 111170 (2024) - [j53]Ke Cheng, Junchen Ye, Xiaodong Lu, Leilei Sun, Bowen Du:
Temporal Graph Network for continuous-time dynamic event sequence. Knowl. Based Syst. 304: 112452 (2024) - [j52]Yi Xu, Liangzhe Han, Tongyu Zhu, Leilei Sun, Bowen Du, Weifeng Lv:
Continuous-Time and Discrete-Time Representation Learning for Origin-Destination Demand Prediction. IEEE Trans. Intell. Transp. Syst. 25(3): 2382-2393 (2024) - [j51]Tianxi Liao, Liangzhe Han, Yi Xu, Tongyu Zhu, Leilei Sun, Bowen Du:
Multi-Faceted Route Representation Learning for Travel Time Estimation. IEEE Trans. Intell. Transp. Syst. 25(9): 11782-11793 (2024) - [j50]Linchao Li, Jiazhen Liu, Jiabao Xing, Zhiyang Liu, Kai Lin, Bowen Du:
Road Pothole Detection Based on Crowdsourced Data and Extended Mask R-CNN. IEEE Trans. Intell. Transp. Syst. 25(9): 12504-12516 (2024) - [j49]Le Yu, Zihang Liu, Leilei Sun, Bowen Du, Chuanren Liu, Weifeng Lv:
Continuous-Time User Preference Modelling for Temporal Sets Prediction. IEEE Trans. Knowl. Data Eng. 36(4): 1475-1488 (2024) - [j48]Tao Zou, Le Yu, Leilei Sun, Bowen Du, Deqing Wang, Fuzhen Zhuang:
Event-Based Dynamic Graph Representation Learning for Patent Application Trend Prediction. IEEE Trans. Knowl. Data Eng. 36(5): 1951-1963 (2024) - [j47]Chunming Lin, Bowen Du, Leilei Sun, Linchao Li:
Hierarchical Context Representation and Self-Adaptive Thresholding for Multivariate Anomaly Detection. IEEE Trans. Knowl. Data Eng. 36(7): 3139-3150 (2024) - [j46]Yi Xu, Liangzhe Han, Leilei Sun, Bowen Du, Chuanren Liu, Hui Xiong:
Bootstrapping on Continuous-Time Dynamic Graphs for Crowd Flow Modeling. IEEE Trans. Knowl. Data Eng. 36(10): 5039-5052 (2024) - [j45]Han Huang, Leilei Sun, Bowen Du, Weifeng Lv:
Learning Joint 2-D and 3-D Graph Diffusion Models for Complete Molecule Generation. IEEE Trans. Neural Networks Learn. Syst. 35(9): 11857-11871 (2024) - [c61]Zihan Liu, Bowen Du, Junchen Ye, Xianqing Wen, Leilei Sun:
An NCDE-based Framework for Universal Representation Learning of Time Series. IJCAI 2024: 4623-4633 - [c60]Ke Cheng, Linzhi Peng, Pengyang Wang, Junchen Ye, Leilei Sun, Bowen Du:
DyGKT: Dynamic Graph Learning for Knowledge Tracing. KDD 2024: 409-420 - [c59]Ke Cheng, Linzhi Peng, Junchen Ye, Leilei Sun, Bowen Du:
Co-Neighbor Encoding Schema: A Light-cost Structure Encoding Method for Dynamic Link Prediction. KDD 2024: 421-432 - [c58]Tao Zou, Yuhao Mao, Junchen Ye, Bowen Du:
Repeat-Aware Neighbor Sampling for Dynamic Graph Learning. KDD 2024: 4722-4733 - [i25]Tao Zou, Yuhao Mao, Junchen Ye, Bowen Du:
Repeat-Aware Neighbor Sampling for Dynamic Graph Learning. CoRR abs/2405.17473 (2024) - [i24]Ke Cheng, Linzhi Peng, Pengyang Wang, Junchen Ye, Leilei Sun, Bowen Du:
DyGKT: Dynamic Graph Learning for Knowledge Tracing. CoRR abs/2407.20824 (2024) - [i23]Ke Cheng, Linzhi Peng, Junchen Ye, Leilei Sun, Bowen Du:
Co-Neighbor Encoding Schema: A Light-cost Structure Encoding Method for Dynamic Link Prediction. CoRR abs/2407.20871 (2024) - [i22]Mingxuan Xie, Tao Zou, Junchen Ye, Bowen Du, Runhe Huang:
Dynamic Graph Representation Learning for Passenger Behavior Prediction. CoRR abs/2408.09092 (2024) - 2023
- [j44]Jiejie Zhao, Weifeng Lv, Bowen Du, Junchen Ye, Leilei Sun, Guixi Xiong:
Deep multi-task learning with flexible and compact architecture search. Int. J. Data Sci. Anal. 15(2): 187-199 (2023) - [j43]Yi Xu, Liangzhe Han, Tongyu Zhu, Leilei Sun, Bowen Du, Weifeng Lv:
Generic Dynamic Graph Convolutional Network for traffic flow forecasting. Inf. Fusion 100: 101946 (2023) - [j42]Zekun Qiu, Tongyu Zhu, Yuhui Jin, Leilei Sun, Bowen Du:
A graph attention fusion network for event-driven traffic speed prediction. Inf. Sci. 622: 405-423 (2023) - [j41]Dongjie Wang, Kunpeng Liu, Yanyong Huang, Leilei Sun, Bowen Du, Yanjie Fu:
Automated urban planning aware spatial hierarchies and human instructions. Knowl. Inf. Syst. 65(3): 1337-1364 (2023) - [j40]Mingzhe Liu, Tongyu Zhu, Junchen Ye, Qingxin Meng, Leilei Sun, Bowen Du:
Spatio-Temporal AutoEncoder for Traffic Flow Prediction. IEEE Trans. Intell. Transp. Syst. 24(5): 5516-5526 (2023) - [j39]Le Yu, Leilei Sun, Bowen Du, Chuanren Liu, Weifeng Lv, Hui Xiong:
Heterogeneous Graph Representation Learning With Relation Awareness. IEEE Trans. Knowl. Data Eng. 35(6): 5935-5947 (2023) - [j38]Le Yu, Leilei Sun, Bowen Du, Tongyu Zhu, Weifeng Lv:
Label-Enhanced Graph Neural Network for Semi-Supervised Node Classification. IEEE Trans. Knowl. Data Eng. 35(11): 11529-11540 (2023) - [j37]Bowen Du, Xuanxuan Sun, Junchen Ye, Ke Cheng, Jingyuan Wang, Leilei Sun:
GAN-Based Anomaly Detection for Multivariate Time Series Using Polluted Training Set. IEEE Trans. Knowl. Data Eng. 35(12): 12208-12219 (2023) - [c57]Liangzhe Han, Ruixing Zhang, Leilei Sun, Bowen Du, Yanjie Fu, Tongyu Zhu:
Generic and Dynamic Graph Representation Learning for Crowd Flow Modeling. AAAI 2023: 4293-4301 - [c56]Han Huang, Leilei Sun, Bowen Du, Weifeng Lv:
Conditional Diffusion Based on Discrete Graph Structures for Molecular Graph Generation. AAAI 2023: 4302-4311 - [c55]Le Yu, Zihang Liu, Tongyu Zhu, Leilei Sun, Bowen Du, Weifeng Lv:
Predicting Temporal Sets with Simplified Fully Connected Networks. AAAI 2023: 4835-4844 - [c54]Tao Zou, Le Yu, Yifei Huang, Leilei Sun, Bowen Du:
Pretraining Language Models with Text-Attributed Heterogeneous Graphs. EMNLP (Findings) 2023: 10316-10333 - [c53]Mingzhe Liu, Han Huang, Hao Feng, Leilei Sun, Bowen Du, Yanjie Fu:
PriSTI: A Conditional Diffusion Framework for Spatiotemporal Imputation. ICDE 2023: 1927-1939 - [c52]Haiquan Wang, Wei Yan, Jiejie Zhao, Bowen Du, Chenzhi He, Yanbo Ma, Runhe Huang:
Decentralized Subgraph Learning for Spatial-Temporal Data Modeling. ICPADS 2023: 1554-1561 - [c51]Zeyang Cui, Yanbo Ma, Muxin Ma, Runhe Huang, Bowen Du:
Towards a Lightweight Stress Prediction Model: a Study on Dimension Reduction and Individual Models in HRV Analysis. ICPADS 2023: 1709-1716 - [c50]Xiaodong Lu, Shuo Ji, Le Yu, Leilei Sun, Bowen Du, Tongyu Zhu:
Continuous-Time Graph Learning for Cascade Popularity Prediction. IJCAI 2023: 2224-2232 - [c49]Shuo Ji, Xiaodong Lu, Mingzhe Liu, Leilei Sun, Chuanren Liu, Bowen Du, Hui Xiong:
Community-based Dynamic Graph Learning for Popularity Prediction. KDD 2023: 930-940 - [c48]Le Yu, Leilei Sun, Bowen Du, Weifeng Lv:
Towards Better Dynamic Graph Learning: New Architecture and Unified Library. NeurIPS 2023 - [i21]Han Huang, Leilei Sun, Bowen Du, Weifeng Lv:
Conditional Diffusion Based on Discrete Graph Structures for Molecular Graph Generation. CoRR abs/2301.00427 (2023) - [i20]Mingzhe Liu, Han Huang, Hao Feng, Leilei Sun, Bowen Du, Yanjie Fu:
PriSTI: A Conditional Diffusion Framework for Spatiotemporal Imputation. CoRR abs/2302.09746 (2023) - [i19]Le Yu, Leilei Sun, Bowen Du, Weifeng Lv:
Towards Better Dynamic Graph Learning: New Architecture and Unified Library. CoRR abs/2303.13047 (2023) - [i18]Han Huang, Leilei Sun, Bowen Du, Weifeng Lv:
Learning Joint 2D & 3D Diffusion Models for Complete Molecule Generation. CoRR abs/2305.12347 (2023) - [i17]Xiaodong Lu, Shuo Ji, Le Yu, Leilei Sun, Bowen Du, Tongyu Zhu:
Continuous-Time Graph Learning for Cascade Popularity Prediction. CoRR abs/2306.03756 (2023) - [i16]Tao Zou, Le Yu, Leilei Sun, Bowen Du, Deqing Wang, Fuzhen Zhuang:
Adaptive Taxonomy Learning and Historical Patterns Modelling for Patent Classification. CoRR abs/2308.05385 (2023) - [i15]Tao Zou, Le Yu, Leilei Sun, Bowen Du, Deqing Wang, Fuzhen Zhuang:
Event-based Dynamic Graph Representation Learning for Patent Application Trend Prediction. CoRR abs/2308.09780 (2023) - [i14]Tao Zou, Le Yu, Yifei Huang, Leilei Sun, Bowen Du:
Pretraining Language Models with Text-Attributed Heterogeneous Graphs. CoRR abs/2310.12580 (2023) - 2022
- [j36]Bowen Du, Chunming Lin, Leilei Sun, Yangping Zhao, Linchao Li:
Response Prediction Based on Temporal and Spatial Deep Learning Model for Intelligent Structural Health Monitoring. IEEE Internet Things J. 9(15): 13364-13375 (2022) - [j35]Xuxiang Ta, Zihan Liu, Xiao Hu, Le Yu, Leilei Sun, Bowen Du:
Adaptive Spatio-temporal Graph Neural Network for traffic forecasting. Knowl. Based Syst. 242: 108199 (2022) - [j34]Zhilong Lu, Weifeng Lv, Zhipu Xie, Bowen Du, Guixi Xiong, Leilei Sun, Haiquan Wang:
Graph Sequence Neural Network with an Attention Mechanism for Traffic Speed Prediction. ACM Trans. Intell. Syst. Technol. 13(2): 20:1-20:24 (2022) - [j33]Liangzhe Han, Bowen Du, Jingjing Lin, Leilei Sun, Xucheng Li, Yizhou Peng:
Multi-Semantic Path Representation Learning for Travel Time Estimation. IEEE Trans. Intell. Transp. Syst. 23(8): 13108-13117 (2022) - [c47]Witold Kinsner, Okyay Kaynak, Haibin Zhu, Ming Hou, Julia Rayz, Marina L. Gavrilova, Guoyin Wang, George Baciu, Jun Peng, Christine W. Chan, Runhe Huang, Bowen Du:
Recent Advances in Cognitive Informatics and Cognitive Computing towards Autonomous Systems (Plenary Panel Report-II of IEEE ICCI*CC'22). ICCI*CC 2022: 268-280 - [c46]Shuo Lei, Xuchao Zhang, Jianfeng He, Fanglan Chen, Bowen Du, Chang-Tien Lu:
Cross-Domain Few-Shot Semantic Segmentation. ECCV (30) 2022: 73-90 - [c45]Han Huang, Leilei Sun, Bowen Du, Yanjie Fu, Weifeng Lv:
GraphGDP: Generative Diffusion Processes for Permutation Invariant Graph Generation. ICDM 2022: 201-210 - [c44]Liangzhe Han, Xiaojian Ma, Leilei Sun, Bowen Du, Yanjie Fu, Weifeng Lv, Hui Xiong:
Continuous-Time and Multi-Level Graph Representation Learning for Origin-Destination Demand Prediction. KDD 2022: 516-524 - [c43]Junchen Ye, Zihan Liu, Bowen Du, Leilei Sun, Weimiao Li, Yanjie Fu, Hui Xiong:
Learning the Evolutionary and Multi-scale Graph Structure for Multivariate Time Series Forecasting. KDD 2022: 2296-2306 - [c42]Yi Xu, Leilei Sun, Bowen Du, Liangzhe Han:
Spatial Semantic Learning for Travel Time Estimation. KSEM (3) 2022: 15-26 - [c41]Le Yu, Guanghui Wu, Leilei Sun, Bowen Du, Weifeng Lv:
Element-guided Temporal Graph Representation Learning for Temporal Sets Prediction. WWW 2022: 1902-1913 - [i13]Le Yu, Zihang Liu, Tongyu Zhu, Leilei Sun, Bowen Du, Weifeng Lv:
Modelling Evolutionary and Stationary User Preferences for Temporal Sets Prediction. CoRR abs/2204.05490 (2022) - [i12]Le Yu, Leilei Sun, Bowen Du, Tongyu Zhu, Weifeng Lv:
Label-Enhanced Graph Neural Network for Semi-supervised Node Classification. CoRR abs/2205.15653 (2022) - [i11]Junchen Ye, Zihan Liu, Bowen Du, Leilei Sun, Weimiao Li, Yanjie Fu, Hui Xiong:
Learning the Evolutionary and Multi-scale Graph Structure for Multivariate Time Series Forecasting. CoRR abs/2206.13816 (2022) - [i10]Liangzhe Han, Xiaojian Ma, Leilei Sun, Bowen Du, Yanjie Fu, Weifeng Lv, Hui Xiong:
Continuous-Time and Multi-Level Graph Representation Learning for Origin-Destination Demand Prediction. CoRR abs/2206.15005 (2022) - [i9]Han Huang, Leilei Sun, Bowen Du, Yanjie Fu, Weifeng Lv:
GraphGDP: Generative Diffusion Processes for Permutation Invariant Graph Generation. CoRR abs/2212.01842 (2022) - 2021
- [j32]Bowen Du, Zirong Zhao, Xiao Hu, Guanghui Wu, Liangzhe Han, Leilei Sun, Qiang Gao:
Landslide susceptibility prediction based on image semantic segmentation. Comput. Geosci. 155: 104860 (2021) - [j31]Bowen Du, Zirong Zhao, Jiejie Zhao, Le Yu, Leilei Sun, Weifeng Lv:
Modelling the epidemic dynamics of COVID-19 with consideration of human mobility. Int. J. Data Sci. Anal. 12(4): 369-382 (2021) - [j30]Le Yu, Bowen Du, Xiao Hu, Leilei Sun, Liangzhe Han, Weifeng Lv:
Deep spatio-temporal graph convolutional network for traffic accident prediction. Neurocomputing 423: 135-147 (2021) - [j29]Hao Peng, Bowen Du, Mingsheng Liu, Mingzhe Liu, Shumei Ji, Senzhang Wang, Xu Zhang, Lifang He:
Dynamic graph convolutional network for long-term traffic flow prediction with reinforcement learning. Inf. Sci. 578: 401-416 (2021) - [j28]Jiejie Zhao, Bowen Du, Leilei Sun, Weifeng Lv, Yanchi Liu, Hui Xiong:
Deep multi-task learning with relational attention for business success prediction. Pattern Recognit. 110: 107469 (2021) - [j27]Bowen Du, Xiao Hu, Leilei Sun, Junming Liu, Yanan Qiao, Weifeng Lv:
Traffic Demand Prediction Based on Dynamic Transition Convolutional Neural Network. IEEE Trans. Intell. Transp. Syst. 22(2): 1237-1247 (2021) - [j26]Lingbo Liu, Jiajie Zhen, Guanbin Li, Geng Zhan, Zhaocheng He, Bowen Du, Liang Lin:
Dynamic Spatial-Temporal Representation Learning for Traffic Flow Prediction. IEEE Trans. Intell. Transp. Syst. 22(11): 7169-7183 (2021) - [c40]Junchen Ye, Leilei Sun, Bowen Du, Yanjie Fu, Hui Xiong:
Coupled Layer-wise Graph Convolution for Transportation Demand Prediction. AAAI 2021: 4617-4625 - [c39]Mingzhe Liu, Bowen Du, Leilei Sun:
Co-Prediction of Multimodal Transportation Demands With Self-learned Spatial Dependence. IEEE BigData 2021: 824-833 - [c38]Dongjie Wang, Kunpeng Liu, Pauline Johnson, Leilei Sun, Bowen Du, Yanjie Fu:
Deep Human-guided Conditional Variational Generative Modeling for Automated Urban Planning. ICDM 2021: 679-688 - [c37]Liangzhe Han, Bowen Du, Leilei Sun, Yanjie Fu, Yisheng Lv, Hui Xiong:
Dynamic and Multi-faceted Spatio-temporal Deep Learning for Traffic Speed Forecasting. KDD 2021: 547-555 - [c36]Han Huang, Leilei Sun, Bowen Du, Chuanren Liu, Weifeng Lv, Hui Xiong:
Representation Learning on Knowledge Graphs for Node Importance Estimation. KDD 2021: 646-655 - [i8]Le Yu, Leilei Sun, Bowen Du, Chuanren Liu, Weifeng Lv, Hui Xiong:
Heterogeneous Graph Representation Learning with Relation Awareness. CoRR abs/2105.11122 (2021) - [i7]Xuyan Tan, Yuhang Wang, Bowen Du, Junchen Ye, Weizhong Chen, Leilei Sun, Liping Li:
Analysis for full face mechanical behaviors through spatial deduction model with real-time monitoring data. CoRR abs/2109.13167 (2021) - [i6]Dongjie Wang, Kunpeng Liu, Pauline Johnson, Leilei Sun, Bowen Du, Yanjie Fu:
Deep Human-guided Conditional Variational Generative Modeling for Automated Urban Planning. CoRR abs/2110.07717 (2021) - 2020
- [j25]Jibing Gong, Yi Zhao, Shuai Chen, Hongfei Wang, Linfeng Du, Shuli Wang, Md. Zakirul Alam Bhuiyan, Hao Peng, Bowen Du:
Hybrid Deep Neural Networks for Friend Recommendations in Edge Computing Environment. IEEE Access 8: 10693-10706 (2020) - [j24]Zhipu Xie, Weifeng Lv, Shangfo Huang, Zhilong Lu, Bowen Du, Runhe Huang:
Sequential Graph Neural Network for Urban Road Traffic Speed Prediction. IEEE Access 8: 63349-63358 (2020) - [j23]Linchao Li, Bin Ran, Jiasong Zhu, Bowen Du:
Coupled application of deep learning model and quantile regression for travel time and its interval estimation using data in different dimensions. Appl. Soft Comput. 93: 106387 (2020) - [j22]Zhipu Xie, Bowen Du, Shangfo Huang, Bo Huang, Leilei Sun, Weifeng Lv:
Guaranteeing differential privacy for sequence predictions in bike sharing systems. Concurr. Comput. Pract. Exp. 32(19) (2020) - [j21]Linchao Li, Xi Sheng, Bowen Du, Yonggang Wang, Bin Ran:
A deep fusion model based on restricted Boltzmann machines for traffic accident duration prediction. Eng. Appl. Artif. Intell. 93: 103686 (2020) - [j20]Zhilong Lu, Weifeng Lv, Yabin Cao, Zhipu Xie, Hao Peng, Bowen Du:
LSTM variants meet graph neural networks for road speed prediction. Neurocomputing 400: 34-45 (2020) - [j19]Hao Peng, Hongfei Wang, Bowen Du, Md. Zakirul Alam Bhuiyan, Hongyuan Ma, Jianwei Liu, Lihong Wang, Zeyu Yang, Linfeng Du, Senzhang Wang, Philip S. Yu:
Spatial temporal incidence dynamic graph neural networks for traffic flow forecasting. Inf. Sci. 521: 277-290 (2020) - [j18]Linchao Li, Bowen Du, Yonggang Wang, Lingqiao Qin, Huachun Tan:
Estimation of missing values in heterogeneous traffic data: Application of multimodal deep learning model. Knowl. Based Syst. 194: 105592 (2020) - [j17]Bowen Du, Hao Peng, Senzhang Wang, Md. Zakirul Alam Bhuiyan, Lihong Wang, Qiran Gong, Lin Liu, Jing Li:
Deep Irregular Convolutional Residual LSTM for Urban Traffic Passenger Flows Prediction. IEEE Trans. Intell. Transp. Syst. 21(3): 972-985 (2020) - [c35]Dongjie Wang, Pengyang Wang, Jingbo Zhou, Leilei Sun, Bowen Du, Yanjie Fu:
Defending Water Treatment Networks: Exploiting Spatio-temporal Effects for Cyber Attack Detection. ICDM 2020: 32-41 - [c34]Le Yu, Leilei Sun, Bowen Du, Chuanren Liu, Hui Xiong, Weifeng Lv:
Predicting Temporal Sets with Deep Neural Networks. KDD 2020: 1083-1091 - [c33]Leilei Sun, Yansong Bai, Bowen Du, Chuanren Liu, Hui Xiong, Weifeng Lv:
Dual Sequential Network for Temporal Sets Prediction. SIGIR 2020: 1439-1448 - [i5]Le Yu, Leilei Sun, Bowen Du, Chuanren Liu, Hui Xiong, Weifeng Lv:
Predicting Temporal Sets with Deep Neural Networks. CoRR abs/2006.11483 (2020) - [i4]Dongjie Wang, Pengyang Wang, Jingbo Zhou, Leilei Sun, Bowen Du, Yanjie Fu:
Defending Water Treatment Networks: Exploiting Spatio-temporal Effects for Cyber Attack Detection. CoRR abs/2008.12618 (2020) - [i3]Junchen Ye, Leilei Sun, Bowen Du, Yanjie Fu, Hui Xiong:
Coupled Layer-wise Graph Convolution for Transportation Demand Prediction. CoRR abs/2012.08080 (2020) - [i2]Le Yu, Leilei Sun, Bowen Du, Chuanren Liu, Weifeng Lv, Hui Xiong:
Hybrid Micro/Macro Level Convolution for Heterogeneous Graph Learning. CoRR abs/2012.14722 (2020)
2010 – 2019
- 2019
- [j16]Haiquan Wang, Xin Wu, Leilei Sun, Bowen Du:
Passenger Behavior Prediction With Semantic and Multi-Pattern LSTM Model. IEEE Access 7: 157873-157882 (2019) - [j15]Bowen Du, Wenjun Zhou, Chuanren Liu, Yifeng Cui, Hui Xiong:
Transit Pattern Detection Using Tensor Factorization. INFORMS J. Comput. 31(2): 193-206 (2019) - [j14]Xiaolei Ma, Jiyu Zhang, Bowen Du, Chuan Ding, Leilei Sun:
Parallel Architecture of Convolutional Bi-Directional LSTM Neural Networks for Network-Wide Metro Ridership Prediction. IEEE Trans. Intell. Transp. Syst. 20(6): 2278-2288 (2019) - [j13]Bowen Du, Chuanren Liu, Wenjun Zhou, Zhenshan Hou, Hui Xiong:
Detecting Pickpocket Suspects from Large-Scale Public Transit Records. IEEE Trans. Knowl. Data Eng. 31(3): 465-478 (2019) - [c32]Yuya Hatakeyama, Runhe Huang, Bowen Du, Neil Y. Yen, Haiquan Wang:
Personalized group of readers' emotion traits modeling based on sentimental analysis of novels. ICCI*CC 2019: 198-204 - [c31]Syed Muhammad Asim Ali Rizvi, Weifeng Lv, Bowen Du, Haiquan Wang, Runhe Huang:
Predicting Food POI Attractions for Smart Business using Passenger Commuting Patterns. DASC/PiCom/DataCom/CyberSciTech 2019: 993-1000 - [c30]Long Li, Jingzhi Fang, Bowen Du, Weifeng Lv:
Spatial Bottleneck Minimum Task Assignment with Time-Delay. DASFAA (3) 2019: 387-391 - [c29]Junchen Ye, Leilei Sun, Bowen Du, Yanjie Fu, Xinran Tong, Hui Xiong:
Co-Prediction of Multiple Transportation Demands Based on Deep Spatio-Temporal Neural Network. KDD 2019: 305-313 - [c28]Jiejie Zhao, Bowen Du, Leilei Sun, Fuzhen Zhuang, Weifeng Lv, Hui Xiong:
Multiple Relational Attention Network for Multi-task Learning. KDD 2019: 1123-1131 - [c27]Zhilong Lu, Weifeng Lv, Zhipu Xie, Bowen Du, Runhe Huang:
Leveraging Graph Neural Network with LSTM For Traffic Speed Prediction. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2019: 74-81 - [c26]Bowen Du, Yanan Qiao, Jiejie Zhao, Leilei Sun, Weifeng Lv, Runhe Huang:
Urban Micro-Circulation Bus Planning Based on Temporal and Spatial Travel Demand. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2019: 981-988 - [c25]Le Yu, Bowen Du, Xiao Hu, Leilei Sun, Weifeng Lv, Runhe Huang:
Traffic Accident Prediction Based on Deep Spatio-Temporal Analysis. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2019: 995-1002 - 2018
- [j12]Haiquan Wang, Shuo Lei, Binglin Wu, Yilin Li, Bowen Du:
T-START: Time, Status and Region Aware Taxi Mobility Model for Metropolis. KSII Trans. Internet Inf. Syst. 12(7): 3018-3040 (2018) - [j11]Bowen Du, Runhe Huang, Zhipu Xie, Jianhua Ma, Weifeng Lv:
KID Model-Driven Things-Edge-Cloud Computing Paradigm for Traffic Data as a Service. IEEE Netw. 32(1): 34-41 (2018) - [j10]Zhipu Xie, Weifeng Lv, Linfang Qin, Bowen Du, Runhe Huang:
An evolvable and transparent data as a service framework for multisource data integration and fusion. Peer-to-Peer Netw. Appl. 11(4): 697-710 (2018) - [j9]Chuanqi Tan, Furu Wei, Qingyu Zhou, Nan Yang, Bowen Du, Weifeng Lv, Ming Zhou:
Context-Aware Answer Sentence Selection With Hierarchical Gated Recurrent Neural Networks. IEEE ACM Trans. Audio Speech Lang. Process. 26(3): 540-549 (2018) - [j8]Bowen Du, Yifeng Cui, Yanjie Fu, Runxing Zhong, Hui Xiong:
SmartTransfer: Modeling the Spatiotemporal Dynamics of Passenger Transfers for Crowdedness-Aware Route Recommendations. ACM Trans. Intell. Syst. Technol. 9(6): 70:1-70:26 (2018) - [c24]Chuanqi Tan, Furu Wei, Nan Yang, Bowen Du, Weifeng Lv, Ming Zhou:
S-Net: From Answer Extraction to Answer Synthesis for Machine Reading Comprehension. AAAI 2018: 5940-5947 - [c23]Yifeng Cui, Weifeng Lv, Qing Wang, Bowen Du:
Usage Demand Forecast and Quantity Recommendation for Urban Shared Bicycles. CyberC 2018 - [c22]Zhipu Xie, Weifeng Lv, Syed Muhammad Asim Ali, Bowen Du, Runhe Huang:
Anomaly Prediction in Passenger Flow with Knowledge Transfer Method. DASC/PiCom/DataCom/CyberSciTech 2018: 270-277 - [c21]Bowen Du, Yongxin Tong, Zimu Zhou, Qian Tao, Wenjun Zhou:
Demand-Aware Charger Planning for Electric Vehicle Sharing. KDD 2018: 1330-1338 - [c20]Lingbo Liu, Ruimao Zhang, Jiefeng Peng, Guanbin Li, Bowen Du, Liang Lin:
Attentive Crowd Flow Machines. ACM Multimedia 2018: 1553-1561 - [c19]Yongxin Tong, Libin Wang, Zimu Zhou, Lei Chen, Bowen Du, Jieping Ye:
Dynamic Pricing in Spatial Crowdsourcing: A Matching-Based Approach. SIGMOD Conference 2018: 773-788 - [c18]Shangfo Huang, Weifeng Lv, Zhipu Xie, Bo Huang, Bowen Du:
SafeTECKS: Protect Data Safety in Things-Edge-Cloud Architecture with Knowledge Sharing. SpaCCS 2018: 331-340 - [c17]Bo Huang, Guixi Xiong, Zhipu Xie, Shangfo Huang, Bowen Du:
NTRDM: A New Bus Line Network Optimization Method Based on Taxi Passenger Flow Conversion. SpaCCS 2018: 341-350 - [c16]Jingyue Yang, Haiquan Wang, Zhaoyi Wang, Jieyi Long, Bowen Du:
BDCP: A Framework for Big Data Copyright Protection Based on Digital Watermarking. SpaCCS 2018: 351-360 - [c15]Jing Li, Hao Peng, Lin Liu, Guixi Xiong, Bowen Du, Hongyuan Ma, Lihong Wang, Md. Zakirul Alam Bhuiyan:
Graph CNNs for Urban Traffic Passenger Flows Prediction. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2018: 29-36 - [c14]Syed Muhammad Asim Ali Rizvi, Weifeng Lv, Bowen Du, Zhipu Xie, Runhe Huang:
Optimization of Bus Lines Based on Passenger Group Moving Behaviors. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2018: 53-60 - [c13]Zou Zhene, Hao Peng, Liu Lin, Guixi Xiong, Bowen Du, Md. Zakirul Alam Bhuiyan, Yuntao Long, Da Li:
Deep Convolutional Mesh RNN for Urban Traffic Passenger Flows Prediction. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2018: 1305-1310 - [i1]Lingbo Liu, Ruimao Zhang, Jiefeng Peng, Guanbin Li, Bowen Du, Liang Lin:
Attentive Crowd Flow Machines. CoRR abs/1809.00101 (2018) - 2017
- [j7]Bowen Du, Qian Tao, Feng Zhu, Tianshu Song:
Finding Optimal Team for Multiskill Task Based on Vehicle Sensors Data. J. Sensors 2017: 8568613:1-8568613:10 (2017) - [j6]Xin Song, Yuanxin Ouyang, Bowen Du, Jingyuan Wang, Zhang Xiong:
Recovering Individual's Commute Routes Based on Mobile Phone Data. Mob. Inf. Syst. 2017: 7653706:1-7653706:11 (2017) - [j5]Xiaolei Ma, Sen Luan, Bowen Du, Bin Yu:
Spatial Copula Model for Imputing Traffic Flow Data from Remote Microwave Sensors. Sensors 17(10): 2160 (2017) - [c12]Qian Tao, Bowen Du, Tianshu Song, Ke Xu:
Finding Optimal Team for Multi-skill Task in Spatial Crowdsourcing. APWeb/WAIM Workshops 2017: 185-194 - [c11]Shuo Lei, Haiquan Wang, Chen Yang, Bowen Du, Runxing Zhong, Runhe Huang:
Forecasting car rental demand based temporal and spatial travel patterns. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2017: 1-8 - [c10]Runxing Zhong, Weifeng Lv, Bowen Du, Shuo Lei, Runhe Huang:
Spatiotemporal multi-task learning for citywide passenger flow prediction. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2017: 1-8 - 2016
- [j4]Bowen Du, Runhe Huang, Xi Chen, Zhipu Xie, Ye Liang, Weifeng Lv, Jianhua Ma:
Active CTDaaS: A Data Service Framework Based on Transparent IoD in City Traffic. IEEE Trans. Computers 65(12): 3524-3536 (2016) - [j3]Xianglong Liu, Bowen Du, Cheng Deng, Ming Liu, Bo Lang:
Structure Sensitive Hashing With Adaptive Product Quantization. IEEE Trans. Cybern. 46(10): 2252-2264 (2016) - [c9]Bowen Du, Chuanren Liu, Wenjun Zhou, Zhenshan Hou, Hui Xiong:
Catch Me If You Can: Detecting Pickpocket Suspects from Large-Scale Transit Records. KDD 2016: 87-96 - 2013
- [j2]Bowen Du, Dianfu Ma:
H∞-Based Pinning Synchronization of General Complex Dynamical Networks with Coupling Delays. J. Appl. Math. 2013: 275205:1-275205:8 (2013) - [c8]Yang Yang, Bowen Du, Xiao Jiang:
A Human Trajectory Estimate Based on Individual Mobility Pattern Library. GreenCom/iThings/CPScom 2013: 1181-1185 - [c7]Bowen Du, Yang Yang, Weifeng Lv:
Understand Group Travel Behaviors in an Urban Area Using Mobility Pattern Mining. UIC/ATC 2013: 127-133 - 2012
- [c6]Tongyu Zhu, Jianjun Yu, Bowen Du:
RTIC-C: A Cloud Computing Platform for History Data Mining of Traffic Information. ICCVE 2012: 282-283 - [c5]Man Li, Bowen Du, Jian Huang:
Travel patterns analysis of urban residents using Automated Fare Collection System. ITST 2012: 442-446 - [c4]Jingjing Chi, Jian Huang, Bowen Du:
The identification of traffic flow based on edge symmetry. ITST 2012: 482-485 - 2010
- [j1]Weifeng Lv, Bowen Du, Dianfu Ma, Tongyu Zhu, Chen Wang:
Applied research of data sensing and service to ubiquitous intelligent transportation system. Frontiers Comput. Sci. China 4(3): 417-426 (2010) - [c3]Bowen Du, Yun Liang, Dianfu Ma, Weifeng Lv, Tongyu Zhu:
An Efficient Algorithm to Estimate Real-time Traffic Information based on Multiple Data Sources. ICAART (1) 2010: 507-510
2000 – 2009
- 2009
- [c2]Weifeng Lv, Leishi Xu, Tongyu Zhu, Bowen Du, Dongdong Wu:
An FCD Information Processing Model under Traffic Signal Control. ISDA 2009: 1161-1166 - 2008
- [c1]Bowen Du, Leishi Xu, Dianfu Ma, Weifeng Lv, Tongyu Zhu:
Missing Data Compensation Model in Real-Time Traffic Information Service System. FSKD (5) 2008: 371-378
Coauthor Index
[j52] [j49] [j45] [j44] [j43] [j39] [j38] [c56] [c55] [c48] [i21] [i19] [i18] [j34] [c45] [c44] [c41] [i13] [i12] [i10] [i9] [j31] [j30] [j28] [j27] [c36] [i8] [j24] [j22] [j20] [c34] [c33] [i5] [i2] [c31] [c30] [c28] [c27] [c26] [c25] [j11] [j10] [j9] [c24] [c23] [c22] [c18] [c14] [c10] [j4] [c7] [j1] [c3] [c2] [c1]
[j60] [j59] [j55] [j54] [j53] [j52] [j51] [j49] [j48] [j47] [j46] [j45] [c61] [c60] [c59] [i24] [i23] [j44] [j43] [j42] [j41] [j40] [j39] [j38] [j37] [c57] [c56] [c55] [c54] [c53] [c50] [c49] [c48] [i21] [i20] [i19] [i18] [i17] [i16] [i15] [i14] [j36] [j35] [j34] [j33] [c45] [c44] [c43] [c42] [c41] [i13] [i12] [i11] [i10] [i9] [j32] [j31] [j30] [j28] [j27] [c40] [c39] [c38] [c37] [c36] [i8] [i7] [i6] [j22] [c35] [c34] [c33] [i5] [i4] [i3] [i2] [j16] [j14] [c29] [c28] [c26] [c25]
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