Bowen Du

161 papers A* 31A 1B 2C 1Journal 94Unranked 32
YearRankTypeTitle / Venue / Authors
2026 A* conf
Global-Lens Transformers: Adaptive Token Mixing for Dynamic Link Prediction.
AAAI
Tao Zou, Chengfeng Wu, Tianxi Liao, Junchen Ye, Bowen Du
2026 — conf
Incident-Guided Spatiotemporal Traffic Forecasting.
KDD (1)
Lixiang Fan, Bohao Li, Tao Zou, Junchen Ye, Bowen Du
2026 J jnl
Incident-Guided Spatiotemporal Traffic Forecasting.
CoRR
Lixiang Fan, Bohao Li, Tao Zou, Bowen Du, Junchen Ye
2026 J jnl
Learning multimodal representations for incomplete EHRs with retrieval-augmented personalized modality recovery.
Inf. Fusion
Bohao Li, Bowen Du, Junchen Ye
2026 J jnl
Parasite: planting durable backdoors against continual federated model fusion via discriminative feature pushing-pulling.
Inf. Fusion
Tong Chen, Bowen Du, Jiejie Zhao, Jiakai Wang, Haiquan Wang, Yuxi Li, Baiming Chen, Weifeng Lv
2026 A conf
RPE4Rec: Enhancing Dynamic Node Retrieval with Efficient Relative Position Encoding for Recommendation Systems.
WSDM
Ke Cheng, Heng Chang, Pengyang Wang, Liang Gu, Jiandong Ding, Yi Cao, Junchen Ye, Bowen Du
2026 A* conf
UNO! UNified Offline Training Paradigm for Learning Path Recommendation.
AAAI
Linzhi Peng, Wentao Zhu, Ke Cheng, Heng Chang, Junchen Ye, Bowen Du, Weifeng Lv
2025 A* conf
BadMDA: Towards Backdoor Injection during Domain Adaptation to Collapse Multi-Agent Perception.
ACM Multimedia
Tong Chen, Bowen Du, Jiejie Zhao, Hanyang Xia, Haiquan Wang, Jiakai Wang
2025 J jnl
Dual Dependency Disentangling for Defending Model Inversion Attacks in Split Federated Learning.
IEEE Trans. Inf. Forensics Secur.
Tong Chen, Jiakai Wang, Jiejie Zhao, Bowen Du, Haiquan Wang, Xiaoshan Bai, Zheng Lin, Xianglong Liu
2025 J jnl
Dual-mask: Progressively sparse multi-task architecture learning.
Pattern Recognit.
Jiejie Zhao, Tongyu Zhu, Leilei Sun, Bowen Du, Haiquan Wang, Lei Huang
2025 J jnl
Evolving graph structure learning for multivariate time series forecasting.
Knowl. Based Syst.
Junchen Ye, Qian Liu, Zihan Liu, Weimiao Li, Tongyu Zhu, Leilei Sun, Bowen Du
2025 J jnl
Global-Lens Transformers: Adaptive Token Mixing for Dynamic Link Prediction.
CoRR
Tao Zou, Chengfeng Wu, Tianxi Liao, Junchen Ye, Bowen Du
2025 — conf
On the Scalability of Temporal Relative Positional Encoding for Dynamic Link Prediction.
KDD (2)
Ke Cheng, Linzhi Peng, Pengyang Wang, Heng Chang, Junchen Ye, Bowen Du
2025 J jnl
PRIME: Pretraining for Patient Condition Representation with Irregular Multimodal Electronic Health Records.
ACM Trans. Knowl. Discov. Data
Bohao Li, Bowen Du, Junchen Ye
2025 J jnl
TS-MAE: A masked autoencoder for time series representation learning.
Inf. Sci.
Qian Liu, Junchen Ye, Haohan Liang, Leilei Sun, Bowen Du
2025 J jnl
Text-Enhanced Panoptic Symbol Spotting in CAD Drawings.
CoRR
Xianlin Liu, Yan Gong, Bohao Li, Jiajing Huang, Bowen Du, Junchen Ye, Liyan Xu
2024 J jnl
A novel autoencoder for structural anomalies detection in river tunnel operation.
Expert Syst. Appl.
Xuyan Tan, Shivakumara Palaiahnakote, Weizhong Chen, Ke Cheng, Bowen Du
2024 J jnl
Adaptive Taxonomy Learning and Historical Patterns Modeling for Patent Classification.
ACM Trans. Inf. Syst.
Tao Zou, Le Yu, Junchen Ye, Leilei Sun, Bowen Du, Deqing Wang
2024 A* conf
An NCDE-based Framework for Universal Representation Learning of Time Series.
IJCAI
Zihan Liu, Bowen Du, Junchen Ye, Xianqing Wen, Leilei Sun
2024 J jnl
Bootstrapping on Continuous-Time Dynamic Graphs for Crowd Flow Modeling.
IEEE Trans. Knowl. Data Eng.
Yi Xu, Liangzhe Han, Leilei Sun, Bowen Du, Chuanren Liu, Hui Xiong
2024 A* conf
Co-Neighbor Encoding Schema: A Light-cost Structure Encoding Method for Dynamic Link Prediction.
KDD
Ke Cheng, Linzhi Peng, Junchen Ye, Leilei Sun, Bowen Du
2024 J jnl
Co-Neighbor Encoding Schema: A Light-cost Structure Encoding Method for Dynamic Link Prediction.
CoRR
Ke Cheng, Linzhi Peng, Junchen Ye, Leilei Sun, Bowen Du
2024 J jnl
Continuous-Time User Preference Modelling for Temporal Sets Prediction.
IEEE Trans. Knowl. Data Eng.
Le Yu, Zihang Liu, Leilei Sun, Bowen Du, Chuanren Liu, Weifeng Lv
2024 J jnl
Continuous-Time and Discrete-Time Representation Learning for Origin-Destination Demand Prediction.
IEEE Trans. Intell. Transp. Syst.
Yi Xu, Liangzhe Han, Tongyu Zhu, Leilei Sun, Bowen Du, Weifeng Lv
2024 A* conf
DyGKT: Dynamic Graph Learning for Knowledge Tracing.
KDD
Ke Cheng, Linzhi Peng, Pengyang Wang, Junchen Ye, Leilei Sun, Bowen Du
2024 J jnl
DyGKT: Dynamic Graph Learning for Knowledge Tracing.
CoRR
Ke Cheng, Linzhi Peng, Pengyang Wang, Junchen Ye, Leilei Sun, Bowen Du
2024 J jnl
Dynamic Graph Representation Learning for Passenger Behavior Prediction.
CoRR
Mingxuan Xie, Tao Zou, Junchen Ye, Bowen Du, Runhe Huang
2024 J jnl
Dynamic Graph Representation Learning for Passenger Behavior Prediction.
Future Internet
Mingxuan Xie, Tao Zou, Junchen Ye, Bowen Du, Runhe Huang
2024 J jnl
Event-Based Dynamic Graph Representation Learning for Patent Application Trend Prediction.
IEEE Trans. Knowl. Data Eng.
Tao Zou, Le Yu, Leilei Sun, Bowen Du, Deqing Wang, Fuzhen Zhuang
2024 J jnl
Hierarchical Context Representation and Self-Adaptive Thresholding for Multivariate Anomaly Detection.
IEEE Trans. Knowl. Data Eng.
Chunming Lin, Bowen Du, Leilei Sun, Linchao Li
2024 J jnl
Learning Joint 2-D and 3-D Graph Diffusion Models for Complete Molecule Generation.
IEEE Trans. Neural Networks Learn. Syst.
Han Huang, Leilei Sun, Bowen Du, Weifeng Lv
2024 J jnl
Learning solid dynamics with graph neural network.
Inf. Sci.
Bohao Li, Bowen Du, Junchen Ye, Jiajing Huang, Leilei Sun, Jinyan Feng
2024 J jnl
Multi-Faceted Route Representation Learning for Travel Time Estimation.
IEEE Trans. Intell. Transp. Syst.
Tianxi Liao, Liangzhe Han, Yi Xu, Tongyu Zhu, Leilei Sun, Bowen Du
2024 J jnl
MvTS-library: An open library for deep multivariate time series forecasting.
Knowl. Based Syst.
Junchen Ye, Weimiao Li, Zhixin Zhang, Tongyu Zhu, Leilei Sun, Bowen Du
2024 A* conf
Repeat-Aware Neighbor Sampling for Dynamic Graph Learning.
KDD
Tao Zou, Yuhao Mao, Junchen Ye, Bowen Du
2024 J jnl
Repeat-Aware Neighbor Sampling for Dynamic Graph Learning.
CoRR
Tao Zou, Yuhao Mao, Junchen Ye, Bowen Du
2024 J jnl
Road Pothole Detection Based on Crowdsourced Data and Extended Mask R-CNN.
IEEE Trans. Intell. Transp. Syst.
Linchao Li, Jiazhen Liu, Jiabao Xing, Zhiyang Liu, Kai Lin, Bowen Du
2024 J jnl
ShieldTSE: A Privacy-Enhanced Split Federated Learning Framework for Traffic State Estimation in IoV.
IEEE Internet Things J.
Tong Chen, Xiaoshan Bai, Jiejie Zhao, Haiquan Wang, Bowen Du, Lei Li, Shan Zhang
2024 J jnl
Temporal Graph Network for continuous-time dynamic event sequence.
Knowl. Based Syst.
Ke Cheng, Junchen Ye, Xiaodong Lu, Leilei Sun, Bowen Du
2023 J jnl
A graph attention fusion network for event-driven traffic speed prediction.
Inf. Sci.
Zekun Qiu, Tongyu Zhu, Yuhui Jin, Leilei Sun, Bowen Du
2023 J jnl
Adaptive Taxonomy Learning and Historical Patterns Modelling for Patent Classification.
CoRR
Tao Zou, Le Yu, Leilei Sun, Bowen Du, Deqing Wang, Fuzhen Zhuang
2023 J jnl
Automated urban planning aware spatial hierarchies and human instructions.
Knowl. Inf. Syst.
Dongjie Wang, Kunpeng Liu, Yanyong Huang, Leilei Sun, Bowen Du, Yanjie Fu
2023 A* conf
Community-based Dynamic Graph Learning for Popularity Prediction.
KDD
Shuo Ji, Xiaodong Lu, Mingzhe Liu, Leilei Sun, Chuanren Liu, Bowen Du, Hui Xiong
2023 A* conf
Conditional Diffusion Based on Discrete Graph Structures for Molecular Graph Generation.
AAAI
Han Huang, Leilei Sun, Bowen Du, Weifeng Lv
2023 J jnl
Conditional Diffusion Based on Discrete Graph Structures for Molecular Graph Generation.
CoRR
Han Huang, Leilei Sun, Bowen Du, Weifeng Lv
2023 A* conf
Continuous-Time Graph Learning for Cascade Popularity Prediction.
IJCAI
Xiaodong Lu, Shuo Ji, Le Yu, Leilei Sun, Bowen Du, Tongyu Zhu
2023 J jnl
Continuous-Time Graph Learning for Cascade Popularity Prediction.
CoRR
Xiaodong Lu, Shuo Ji, Le Yu, Leilei Sun, Bowen Du, Tongyu Zhu
2023 B conf
Decentralized Subgraph Learning for Spatial-Temporal Data Modeling.
ICPADS
Haiquan Wang, Wei Yan, Jiejie Zhao, Bowen Du, Chenzhi He, Yanbo Ma, Runhe Huang
2023 J jnl
Deep multi-task learning with flexible and compact architecture search.
Int. J. Data Sci. Anal.
Jiejie Zhao, Weifeng Lv, Bowen Du, Junchen Ye, Leilei Sun, Guixi Xiong
2023 J jnl
Event-based Dynamic Graph Representation Learning for Patent Application Trend Prediction.
CoRR
Tao Zou, Le Yu, Leilei Sun, Bowen Du, Deqing Wang, Fuzhen Zhuang
2023 J jnl
GAN-Based Anomaly Detection for Multivariate Time Series Using Polluted Training Set.
IEEE Trans. Knowl. Data Eng.
Bowen Du, Xuanxuan Sun, Junchen Ye, Ke Cheng, Jingyuan Wang, Leilei Sun
2023 J jnl
Generic Dynamic Graph Convolutional Network for traffic flow forecasting.
Inf. Fusion
Yi Xu, Liangzhe Han, Tongyu Zhu, Leilei Sun, Bowen Du, Weifeng Lv
2023 A* conf
Generic and Dynamic Graph Representation Learning for Crowd Flow Modeling.
AAAI
Liangzhe Han, Ruixing Zhang, Leilei Sun, Bowen Du, Yanjie Fu, Tongyu Zhu
2023 J jnl
Heterogeneous Graph Representation Learning With Relation Awareness.
IEEE Trans. Knowl. Data Eng.
Le Yu, Leilei Sun, Bowen Du, Chuanren Liu, Weifeng Lv, Hui Xiong
2023 J jnl
Label-Enhanced Graph Neural Network for Semi-Supervised Node Classification.
IEEE Trans. Knowl. Data Eng.
Le Yu, Leilei Sun, Bowen Du, Tongyu Zhu, Weifeng Lv
2023 J jnl
Learning Joint 2D & 3D Diffusion Models for Complete Molecule Generation.
CoRR
Han Huang, Leilei Sun, Bowen Du, Weifeng Lv
2023 A* conf
Predicting Temporal Sets with Simplified Fully Connected Networks.
AAAI
Le Yu, Zihang Liu, Tongyu Zhu, Leilei Sun, Bowen Du, Weifeng Lv
2023 — conf
Pretraining Language Models with Text-Attributed Heterogeneous Graphs.
EMNLP (Findings)
Tao Zou, Le Yu, Yifei Huang, Leilei Sun, Bowen Du
2023 J jnl
Pretraining Language Models with Text-Attributed Heterogeneous Graphs.
CoRR
Tao Zou, Le Yu, Yifei Huang, Leilei Sun, Bowen Du
2023 A* conf
PriSTI: A Conditional Diffusion Framework for Spatiotemporal Imputation.
ICDE
Mingzhe Liu, Han Huang, Hao Feng, Leilei Sun, Bowen Du, Yanjie Fu
2023 J jnl
PriSTI: A Conditional Diffusion Framework for Spatiotemporal Imputation.
CoRR
Mingzhe Liu, Han Huang, Hao Feng, Leilei Sun, Bowen Du, Yanjie Fu
2023 J jnl
Spatio-Temporal AutoEncoder for Traffic Flow Prediction.
IEEE Trans. Intell. Transp. Syst.
Mingzhe Liu, Tongyu Zhu, Junchen Ye, Qingxin Meng, Leilei Sun, Bowen Du
2023 A* conf
Towards Better Dynamic Graph Learning: New Architecture and Unified Library.
NeurIPS
Le Yu, Leilei Sun, Bowen Du, Weifeng Lv
2023 J jnl
Towards Better Dynamic Graph Learning: New Architecture and Unified Library.
CoRR
Le Yu, Leilei Sun, Bowen Du, Weifeng Lv
2023 B conf
Towards a Lightweight Stress Prediction Model: a Study on Dimension Reduction and Individual Models in HRV Analysis.
ICPADS
Zeyang Cui, Yanbo Ma, Muxin Ma, Runhe Huang, Bowen Du
2022 J jnl
Adaptive Spatio-temporal Graph Neural Network for traffic forecasting.
Knowl. Based Syst.
Xuxiang Ta, Zihan Liu, Xiao Hu, Le Yu, Leilei Sun, Bowen Du
2022 A* conf
Continuous-Time and Multi-Level Graph Representation Learning for Origin-Destination Demand Prediction.
KDD
Liangzhe Han, Xiaojian Ma, Leilei Sun, Bowen Du, Yanjie Fu, Weifeng Lv, Hui Xiong
2022 J jnl
Continuous-Time and Multi-Level Graph Representation Learning for Origin-Destination Demand Prediction.
CoRR
Liangzhe Han, Xiaojian Ma, Leilei Sun, Bowen Du, Yanjie Fu, Weifeng Lv, Hui Xiong
2022 — conf
Cross-Domain Few-Shot Semantic Segmentation.
ECCV (30)
Shuo Lei, Xuchao Zhang, Jianfeng He, Fanglan Chen, Bowen Du, Chang-Tien Lu
2022 A* conf
Element-guided Temporal Graph Representation Learning for Temporal Sets Prediction.
WWW
Le Yu, Guanghui Wu, Leilei Sun, Bowen Du, Weifeng Lv
2022 J jnl
Graph Sequence Neural Network with an Attention Mechanism for Traffic Speed Prediction.
ACM Trans. Intell. Syst. Technol.
Zhilong Lu, Weifeng Lv, Zhipu Xie, Bowen Du, Guixi Xiong, Leilei Sun, Haiquan Wang
2022 A* conf
GraphGDP: Generative Diffusion Processes for Permutation Invariant Graph Generation.
ICDM
Han Huang, Leilei Sun, Bowen Du, Yanjie Fu, Weifeng Lv
2022 J jnl
GraphGDP: Generative Diffusion Processes for Permutation Invariant Graph Generation.
CoRR
Han Huang, Leilei Sun, Bowen Du, Yanjie Fu, Weifeng Lv
2022 J jnl
Label-Enhanced Graph Neural Network for Semi-supervised Node Classification.
CoRR
Le Yu, Leilei Sun, Bowen Du, Tongyu Zhu, Weifeng Lv
2022 A* conf
Learning the Evolutionary and Multi-scale Graph Structure for Multivariate Time Series Forecasting.
KDD
Junchen Ye, Zihan Liu, Bowen Du, Leilei Sun, Weimiao Li, Yanjie Fu, Hui Xiong
2022 J jnl
Learning the Evolutionary and Multi-scale Graph Structure for Multivariate Time Series Forecasting.
CoRR
Junchen Ye, Zihan Liu, Bowen Du, Leilei Sun, Weimiao Li, Yanjie Fu, Hui Xiong
2022 J jnl
Modelling Evolutionary and Stationary User Preferences for Temporal Sets Prediction.
CoRR
Le Yu, Zihang Liu, Tongyu Zhu, Leilei Sun, Bowen Du, Weifeng Lv
2022 J jnl
Multi-Semantic Path Representation Learning for Travel Time Estimation.
IEEE Trans. Intell. Transp. Syst.
Liangzhe Han, Bowen Du, Jingjing Lin, Leilei Sun, Xucheng Li, Yizhou Peng
2022 — conf
Recent Advances in Cognitive Informatics and Cognitive Computing towards Autonomous Systems (Plenary Panel Report-II of IEEE ICCI*CC'22).
ICCI*CC
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
2022 J jnl
Response Prediction Based on Temporal and Spatial Deep Learning Model for Intelligent Structural Health Monitoring.
IEEE Internet Things J.
Bowen Du, Chunming Lin, Leilei Sun, Yangping Zhao, Linchao Li
2022 — conf
Spatial Semantic Learning for Travel Time Estimation.
KSEM (3)
Yi Xu, Leilei Sun, Bowen Du, Liangzhe Han
2021 J jnl
Analysis for full face mechanical behaviors through spatial deduction model with real-time monitoring data.
CoRR
Xuyan Tan, Yuhang Wang, Bowen Du, Junchen Ye, Weizhong Chen, Leilei Sun, Liping Li
2021 — conf
Co-Prediction of Multimodal Transportation Demands With Self-learned Spatial Dependence.
IEEE BigData
Mingzhe Liu, Bowen Du, Leilei Sun
2021 A* conf
Coupled Layer-wise Graph Convolution for Transportation Demand Prediction.
AAAI
Junchen Ye, Leilei Sun, Bowen Du, Yanjie Fu, Hui Xiong
2021 A* conf
Deep Human-guided Conditional Variational Generative Modeling for Automated Urban Planning.
ICDM
Dongjie Wang, Kunpeng Liu, Pauline Johnson, Leilei Sun, Bowen Du, Yanjie Fu
2021 J jnl
Deep Human-guided Conditional Variational Generative Modeling for Automated Urban Planning.
CoRR
Dongjie Wang, Kunpeng Liu, Pauline Johnson, Leilei Sun, Bowen Du, Yanjie Fu
2021 J jnl
Deep multi-task learning with relational attention for business success prediction.
Pattern Recognit.
Jiejie Zhao, Bowen Du, Leilei Sun, Weifeng Lv, Yanchi Liu, Hui Xiong
2021 J jnl
Deep spatio-temporal graph convolutional network for traffic accident prediction.
Neurocomputing
Le Yu, Bowen Du, Xiao Hu, Leilei Sun, Liangzhe Han, Weifeng Lv
2021 J jnl
Dynamic Spatial-Temporal Representation Learning for Traffic Flow Prediction.
IEEE Trans. Intell. Transp. Syst.
Lingbo Liu, Jiajie Zhen, Guanbin Li, Geng Zhan, Zhaocheng He, Bowen Du, Liang Lin
2021 A* conf
Dynamic and Multi-faceted Spatio-temporal Deep Learning for Traffic Speed Forecasting.
KDD
Liangzhe Han, Bowen Du, Leilei Sun, Yanjie Fu, Yisheng Lv, Hui Xiong
2021 J jnl
Dynamic graph convolutional network for long-term traffic flow prediction with reinforcement learning.
Inf. Sci.
Hao Peng, Bowen Du, Mingsheng Liu, Mingzhe Liu, Shumei Ji, Senzhang Wang, Xu Zhang, Lifang He
2021 J jnl
Heterogeneous Graph Representation Learning with Relation Awareness.
CoRR
Le Yu, Leilei Sun, Bowen Du, Chuanren Liu, Weifeng Lv, Hui Xiong
2021 J jnl
Landslide susceptibility prediction based on image semantic segmentation.
Comput. Geosci.
Bowen Du, Zirong Zhao, Xiao Hu, Guanghui Wu, Liangzhe Han, Leilei Sun, Qiang Gao
2021 J jnl
Modelling the epidemic dynamics of COVID-19 with consideration of human mobility.
Int. J. Data Sci. Anal.
Bowen Du, Zirong Zhao, Jiejie Zhao, Le Yu, Leilei Sun, Weifeng Lv
2021 A* conf
Representation Learning on Knowledge Graphs for Node Importance Estimation.
KDD
Han Huang, Leilei Sun, Bowen Du, Chuanren Liu, Weifeng Lv, Hui Xiong
2021 J jnl
Traffic Demand Prediction Based on Dynamic Transition Convolutional Neural Network.
IEEE Trans. Intell. Transp. Syst.
Bowen Du, Xiao Hu, Leilei Sun, Junming Liu, Yanan Qiao, Weifeng Lv
2020 J jnl
A deep fusion model based on restricted Boltzmann machines for traffic accident duration prediction.
Eng. Appl. Artif. Intell.
Linchao Li, Xi Sheng, Bowen Du, Yonggang Wang, Bin Ran
2020 J jnl
Coupled Layer-wise Graph Convolution for Transportation Demand Prediction.
CoRR
Junchen Ye, Leilei Sun, Bowen Du, Yanjie Fu, Hui Xiong
2020 J jnl
Coupled application of deep learning model and quantile regression for travel time and its interval estimation using data in different dimensions.
Appl. Soft Comput.
Linchao Li, Bin Ran, Jiasong Zhu, Bowen Du
2020 J jnl
Deep Irregular Convolutional Residual LSTM for Urban Traffic Passenger Flows Prediction.
IEEE Trans. Intell. Transp. Syst.
Bowen Du, Hao Peng, Senzhang Wang, Md. Zakirul Alam Bhuiyan, Lihong Wang, Qiran Gong, Lin Liu, Jing Li
2020 A* conf
Defending Water Treatment Networks: Exploiting Spatio-temporal Effects for Cyber Attack Detection.
ICDM
Dongjie Wang, Pengyang Wang, Jingbo Zhou, Leilei Sun, Bowen Du, Yanjie Fu
2020 J jnl
Defending Water Treatment Networks: Exploiting Spatio-temporal Effects for Cyber Attack Detection.
CoRR
Dongjie Wang, Pengyang Wang, Jingbo Zhou, Leilei Sun, Bowen Du, Yanjie Fu
2020 A* conf
Dual Sequential Network for Temporal Sets Prediction.
SIGIR
Leilei Sun, Yansong Bai, Bowen Du, Chuanren Liu, Hui Xiong, Weifeng Lv
2020 J jnl
Estimation of missing values in heterogeneous traffic data: Application of multimodal deep learning model.
Knowl. Based Syst.
Linchao Li, Bowen Du, Yonggang Wang, Lingqiao Qin, Huachun Tan
2020 J jnl
Guaranteeing differential privacy for sequence predictions in bike sharing systems.
Concurr. Comput. Pract. Exp.
Zhipu Xie, Bowen Du, Shangfo Huang, Bo Huang, Leilei Sun, Weifeng Lv
2020 J jnl
Hybrid Deep Neural Networks for Friend Recommendations in Edge Computing Environment.
IEEE Access
Jibing Gong, Yi Zhao, Shuai Chen, Hongfei Wang, Linfeng Du, Shuli Wang, Md. Zakirul Alam Bhuiyan, Hao Peng, Bowen Du
2020 J jnl
Hybrid Micro/Macro Level Convolution for Heterogeneous Graph Learning.
CoRR
Le Yu, Leilei Sun, Bowen Du, Chuanren Liu, Weifeng Lv, Hui Xiong
2020 J jnl
LSTM variants meet graph neural networks for road speed prediction.
Neurocomputing
Zhilong Lu, Weifeng Lv, Yabin Cao, Zhipu Xie, Hao Peng, Bowen Du
2020 A* conf
Predicting Temporal Sets with Deep Neural Networks.
KDD
Le Yu, Leilei Sun, Bowen Du, Chuanren Liu, Hui Xiong, Weifeng Lv
2020 J jnl
Predicting Temporal Sets with Deep Neural Networks.
CoRR
Le Yu, Leilei Sun, Bowen Du, Chuanren Liu, Hui Xiong, Weifeng Lv
2020 J jnl
Sequential Graph Neural Network for Urban Road Traffic Speed Prediction.
IEEE Access
Zhipu Xie, Weifeng Lv, Shangfo Huang, Zhilong Lu, Bowen Du, Runhe Huang
2020 J jnl
Spatial temporal incidence dynamic graph neural networks for traffic flow forecasting.
Inf. Sci.
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
2019 A* conf
Co-Prediction of Multiple Transportation Demands Based on Deep Spatio-Temporal Neural Network.
KDD
Junchen Ye, Leilei Sun, Bowen Du, Yanjie Fu, Xinran Tong, Hui Xiong
2019 J jnl
Detecting Pickpocket Suspects from Large-Scale Public Transit Records.
IEEE Trans. Knowl. Data Eng.
Bowen Du, Chuanren Liu, Wenjun Zhou, Zhenshan Hou, Hui Xiong
2019 — conf
Leveraging Graph Neural Network with LSTM For Traffic Speed Prediction.
SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI
Zhilong Lu, Weifeng Lv, Zhipu Xie, Bowen Du, Runhe Huang
2019 A* conf
Multiple Relational Attention Network for Multi-task Learning.
KDD
Jiejie Zhao, Bowen Du, Leilei Sun, Fuzhen Zhuang, Weifeng Lv, Hui Xiong
2019 J jnl
Parallel Architecture of Convolutional Bi-Directional LSTM Neural Networks for Network-Wide Metro Ridership Prediction.
IEEE Trans. Intell. Transp. Syst.
Xiaolei Ma, Jiyu Zhang, Bowen Du, Chuan Ding, Leilei Sun
2019 J jnl
Passenger Behavior Prediction With Semantic and Multi-Pattern LSTM Model.
IEEE Access
Haiquan Wang, Xin Wu, Leilei Sun, Bowen Du
2019 — conf
Personalized group of readers' emotion traits modeling based on sentimental analysis of novels.
ICCI*CC
Yuya Hatakeyama, Runhe Huang, Bowen Du, Neil Y. Yen, Haiquan Wang
2019 — conf
Predicting Food POI Attractions for Smart Business using Passenger Commuting Patterns.
DASC/PiCom/DataCom/CyberSciTech
Syed Muhammad Asim Ali Rizvi, Weifeng Lv, Bowen Du, Haiquan Wang, Runhe Huang
2019 — conf
Spatial Bottleneck Minimum Task Assignment with Time-Delay.
DASFAA (3)
Long Li, Jingzhi Fang, Bowen Du, Weifeng Lv
2019 — conf
Traffic Accident Prediction Based on Deep Spatio-Temporal Analysis.
SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI
Le Yu, Bowen Du, Xiao Hu, Leilei Sun, Weifeng Lv, Runhe Huang
2019 J jnl
Transit Pattern Detection Using Tensor Factorization.
INFORMS J. Comput.
Bowen Du, Wenjun Zhou, Chuanren Liu, Yifeng Cui, Hui Xiong
2019 — conf
Urban Micro-Circulation Bus Planning Based on Temporal and Spatial Travel Demand.
SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI
Bowen Du, Yanan Qiao, Jiejie Zhao, Leilei Sun, Weifeng Lv, Runhe Huang
2018 J jnl
An evolvable and transparent data as a service framework for multisource data integration and fusion.
Peer-to-Peer Netw. Appl.
Zhipu Xie, Weifeng Lv, Linfang Qin, Bowen Du, Runhe Huang
2018 — conf
Anomaly Prediction in Passenger Flow with Knowledge Transfer Method.
DASC/PiCom/DataCom/CyberSciTech
Zhipu Xie, Weifeng Lv, Syed Muhammad Asim Ali, Bowen Du, Runhe Huang
2018 A* conf
Attentive Crowd Flow Machines.
ACM Multimedia
Lingbo Liu, Ruimao Zhang, Jiefeng Peng, Guanbin Li, Bowen Du, Liang Lin
2018 J jnl
Attentive Crowd Flow Machines.
CoRR
Lingbo Liu, Ruimao Zhang, Jiefeng Peng, Guanbin Li, Bowen Du, Liang Lin
2018 — conf
BDCP: A Framework for Big Data Copyright Protection Based on Digital Watermarking.
SpaCCS
Jingyue Yang, Haiquan Wang, Zhaoyi Wang, Jieyi Long, Bowen Du
2018 J jnl
Context-Aware Answer Sentence Selection With Hierarchical Gated Recurrent Neural Networks.
IEEE ACM Trans. Audio Speech Lang. Process.
Chuanqi Tan, Furu Wei, Qingyu Zhou, Nan Yang, Bowen Du, Weifeng Lv, Ming Zhou
2018 — conf
Deep Convolutional Mesh RNN for Urban Traffic Passenger Flows Prediction.
SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI
Zou Zhene, Hao Peng, Liu Lin, Guixi Xiong, Bowen Du, Md. Zakirul Alam Bhuiyan, Yuntao Long, Da Li
2018 A* conf
Demand-Aware Charger Planning for Electric Vehicle Sharing.
KDD
Bowen Du, Yongxin Tong, Zimu Zhou, Qian Tao, Wenjun Zhou
2018 — conf
Dynamic Pricing in Spatial Crowdsourcing: A Matching-Based Approach.
SIGMOD Conference
Yongxin Tong, Libin Wang, Zimu Zhou, Lei Chen, Bowen Du, Jieping Ye
2018 — conf
Graph CNNs for Urban Traffic Passenger Flows Prediction.
SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI
Jing Li, Hao Peng, Lin Liu, Guixi Xiong, Bowen Du, Hongyuan Ma, Lihong Wang, Md. Zakirul Alam Bhuiyan
2018 J jnl
KID Model-Driven Things-Edge-Cloud Computing Paradigm for Traffic Data as a Service.
IEEE Netw.
Bowen Du, Runhe Huang, Zhipu Xie, Jianhua Ma, Weifeng Lv
2018 — conf
NTRDM: A New Bus Line Network Optimization Method Based on Taxi Passenger Flow Conversion.
SpaCCS
Bo Huang, Guixi Xiong, Zhipu Xie, Shangfo Huang, Bowen Du
2018 — conf
Optimization of Bus Lines Based on Passenger Group Moving Behaviors.
SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI
Syed Muhammad Asim Ali Rizvi, Weifeng Lv, Bowen Du, Zhipu Xie, Runhe Huang
2018 A* conf
S-Net: From Answer Extraction to Answer Synthesis for Machine Reading Comprehension.
AAAI
Chuanqi Tan, Furu Wei, Nan Yang, Bowen Du, Weifeng Lv, Ming Zhou
2018 — conf
SafeTECKS: Protect Data Safety in Things-Edge-Cloud Architecture with Knowledge Sharing.
SpaCCS
Shangfo Huang, Weifeng Lv, Zhipu Xie, Bo Huang, Bowen Du
2018 J jnl
SmartTransfer: Modeling the Spatiotemporal Dynamics of Passenger Transfers for Crowdedness-Aware Route Recommendations.
ACM Trans. Intell. Syst. Technol.
Bowen Du, Yifeng Cui, Yanjie Fu, Runxing Zhong, Hui Xiong
2018 J jnl
T-START: Time, Status and Region Aware Taxi Mobility Model for Metropolis.
KSII Trans. Internet Inf. Syst.
Haiquan Wang, Shuo Lei, Binglin Wu, Yilin Li, Bowen Du
2018 — conf
Usage Demand Forecast and Quantity Recommendation for Urban Shared Bicycles.
CyberC
Yifeng Cui, Weifeng Lv, Qing Wang, Bowen Du
2017 — conf
Finding Optimal Team for Multi-skill Task in Spatial Crowdsourcing.
APWeb/WAIM Workshops
Qian Tao, Bowen Du, Tianshu Song, Ke Xu
2017 J jnl
Finding Optimal Team for Multiskill Task Based on Vehicle Sensors Data.
J. Sensors
Bowen Du, Qian Tao, Feng Zhu, Tianshu Song
2017 — conf
Forecasting car rental demand based temporal and spatial travel patterns.
SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI
Shuo Lei, Haiquan Wang, Chen Yang, Bowen Du, Runxing Zhong, Runhe Huang
2017 J jnl
Recovering Individual's Commute Routes Based on Mobile Phone Data.
Mob. Inf. Syst.
Xin Song, Yuanxin Ouyang, Bowen Du, Jingyuan Wang, Zhang Xiong
2017 J jnl
Spatial Copula Model for Imputing Traffic Flow Data from Remote Microwave Sensors.
Sensors
Xiaolei Ma, Sen Luan, Bowen Du, Bin Yu
2017 — conf
Spatiotemporal multi-task learning for citywide passenger flow prediction.
SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI
Runxing Zhong, Weifeng Lv, Bowen Du, Shuo Lei, Runhe Huang
2016 J jnl
Active CTDaaS: A Data Service Framework Based on Transparent IoD in City Traffic.
IEEE Trans. Computers
Bowen Du, Runhe Huang, Xi Chen, Zhipu Xie, Ye Liang, Weifeng Lv, Jianhua Ma
2016 A* conf
Catch Me If You Can: Detecting Pickpocket Suspects from Large-Scale Transit Records.
KDD
Bowen Du, Chuanren Liu, Wenjun Zhou, Zhenshan Hou, Hui Xiong
2016 J jnl
Structure Sensitive Hashing With Adaptive Product Quantization.
IEEE Trans. Cybern.
Xianglong Liu, Bowen Du, Cheng Deng, Ming Liu, Bo Lang
2013 — conf
A Human Trajectory Estimate Based on Individual Mobility Pattern Library.
GreenCom/iThings/CPScom
Yang Yang, Bowen Du, Xiao Jiang
2013 J jnl
H
J. Appl. Math.
Bowen Du, Dianfu Ma
2013 — conf
Understand Group Travel Behaviors in an Urban Area Using Mobility Pattern Mining.
UIC/ATC
Bowen Du, Yang Yang, Weifeng Lv
2012 — conf
RTIC-C: A Cloud Computing Platform for History Data Mining of Traffic Information.
ICCVE
Tongyu Zhu, Jianjun Yu, Bowen Du
2012 — conf
The identification of traffic flow based on edge symmetry.
ITST
Jingjing Chi, Jian Huang, Bowen Du
2012 — conf
Travel patterns analysis of urban residents using Automated Fare Collection System.
ITST
Man Li, Bowen Du, Jian Huang
2010 — conf
An Efficient Algorithm to Estimate Real-time Traffic Information based on Multiple Data Sources.
ICAART (1)
Bowen Du, Yun Liang, Dianfu Ma, Weifeng Lv, Tongyu Zhu
2010 J jnl
Applied research of data sensing and service to ubiquitous intelligent transportation system.
Frontiers Comput. Sci. China
Weifeng Lv, Bowen Du, Dianfu Ma, Tongyu Zhu, Chen Wang
2009 C conf
An FCD Information Processing Model under Traffic Signal Control.
ISDA
Weifeng Lv, Leishi Xu, Tongyu Zhu, Bowen Du, Dongdong Wu
2008 — conf
Missing Data Compensation Model in Real-Time Traffic Information Service System.
FSKD (5)
Bowen Du, Leishi Xu, Dianfu Ma, Weifeng Lv, Tongyu Zhu