Missing Data Compensation Model in Real-Time Traffic Information Service System. - Bowen Du 001; Leishi Xu; Dianfu Ma; Weifeng Lv; Tongyu Zhu (FSKD (5), 2008)

An FCD Information Processing Model under Traffic Signal Control. - Weifeng Lv; Leishi Xu; Tongyu Zhu; Bowen Du 001; Dongdong Wu (ISDA, 2009)

An Efficient Algorithm to Estimate Real-time Traffic Information based on Multiple Data Sources. - Bowen Du 001; Yun Liang 001; Dianfu Ma; Weifeng Lv; Tongyu Zhu (ICAART (1), 2010)

Applied research of data sensing and service to ubiquitous intelligent transportation system. - Weifeng Lv; Bowen Du 001; Dianfu Ma; Tongyu Zhu; Chen Wang (Frontiers Comput. Sci. China, 2010)

RTIC-C: A Cloud Computing Platform for History Data Mining of Traffic Information. - Tongyu Zhu; Jianjun Yu; Bowen Du 001 (ICCVE, 2012)

The identification of traffic flow based on edge symmetry. - Jingjing Chi; Jian Huang; Bowen Du 001 (ITST, 2012)

Travel patterns analysis of urban residents using Automated Fare Collection System. - Man Li; Bowen Du 001; Jian Huang (ITST, 2012)

A Human Trajectory Estimate Based on Individual Mobility Pattern Library. - Yang Yang; Bowen Du 001; Xiao Jiang (GreenCom/iThings/CPScom, 2013)

Understand Group Travel Behaviors in an Urban Area Using Mobility Pattern Mining. - Bowen Du 001; Yang Yang; Weifeng Lv (UIC/ATC, 2013)

H∞-Based Pinning Synchronization of General Complex Dynamical Networks with Coupling Delays. - Bowen Du 001; Dianfu Ma (J. Appl. Math., 2013)

Catch Me If You Can: Detecting Pickpocket Suspects from Large-Scale Transit Records. - Bowen Du 001; Chuanren Liu; Wenjun Zhou 001; Zhenshan Hou; Hui Xiong 001 (KDD, 2016)

Active CTDaaS: A Data Service Framework Based on Transparent IoD in City Traffic. - Bowen Du 001; Runhe Huang; Xi Chen 023; Zhipu Xie; Ye Liang; Weifeng Lv; Jianhua Ma 002 (IEEE Trans. Computers, 2016)

Structure Sensitive Hashing With Adaptive Product Quantization. - Xianglong Liu 001; Bowen Du 001; Cheng Deng; Ming Liu; Bo Lang (IEEE Trans. Cybern., 2016)

Finding Optimal Team for Multi-skill Task in Spatial Crowdsourcing. - Qian Tao; Bowen Du 001; Tianshu Song; Ke Xu 001 (APWeb/WAIM Workshops, 2017)

Forecasting car rental demand based temporal and spatial travel patterns. - Shuo Lei; Haiquan Wang; Chen Yang; Bowen Du 001; Runxing Zhong; Runhe Huang (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI, 2017)

Spatiotemporal multi-task learning for citywide passenger flow prediction. - Runxing Zhong; Weifeng Lv; Bowen Du 001; Shuo Lei; Runhe Huang (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI, 2017)

Finding Optimal Team for Multiskill Task Based on Vehicle Sensors Data. - Bowen Du 001; Qian Tao; Feng Zhu 005; Tianshu Song (J. Sensors, 2017)

Recovering Individual's Commute Routes Based on Mobile Phone Data. - Xin Song; Yuanxin Ouyang; Bowen Du 001; Jingyuan Wang 001; Zhang Xiong 001 (Mob. Inf. Syst., 2017)

Spatial Copula Model for Imputing Traffic Flow Data from Remote Microwave Sensors. - Xiaolei Ma; Sen Luan; Bowen Du 001; Bin Yu (Sensors, 2017)

S-Net: From Answer Extraction to Answer Synthesis for Machine Reading Comprehension. - Chuanqi Tan; Furu Wei; Nan Yang 002; Bowen Du 001; Weifeng Lv; Ming Zhou 001 (AAAI, 2018)

Usage Demand Forecast and Quantity Recommendation for Urban Shared Bicycles. - Yifeng Cui; Weifeng Lv; Qing Wang; Bowen Du 001 (CyberC, 2018)

Anomaly Prediction in Passenger Flow with Knowledge Transfer Method. - Zhipu Xie; Weifeng Lv; Syed Muhammad Asim Ali; Bowen Du 001; Runhe Huang (DASC/PiCom/DataCom/CyberSciTech, 2018)

Demand-Aware Charger Planning for Electric Vehicle Sharing. - Bowen Du 001; Yongxin Tong; Zimu Zhou; Qian Tao; Wenjun Zhou 001 (KDD, 2018)

Attentive Crowd Flow Machines. - Lingbo Liu; Ruimao Zhang; Jiefeng Peng; Guanbin Li; Bowen Du 001; Liang Lin (ACM Multimedia, 2018)

Dynamic Pricing in Spatial Crowdsourcing: A Matching-Based Approach. - Yongxin Tong; Libin Wang 001; Zimu Zhou; Lei Chen 002; Bowen Du 001; Jieping Ye (SIGMOD Conference, 2018)

SafeTECKS: Protect Data Safety in Things-Edge-Cloud Architecture with Knowledge Sharing. - Shangfo Huang; Weifeng Lv; Zhipu Xie; Bo Huang; Bowen Du 001 (SpaCCS, 2018)

NTRDM: A New Bus Line Network Optimization Method Based on Taxi Passenger Flow Conversion. - Bo Huang; Guixi Xiong; Zhipu Xie; Shangfo Huang; Bowen Du 001 (SpaCCS, 2018)

BDCP: A Framework for Big Data Copyright Protection Based on Digital Watermarking. - Jingyue Yang; Haiquan Wang; Zhaoyi Wang; Jieyi Long; Bowen Du 001 (SpaCCS, 2018)

Graph CNNs for Urban Traffic Passenger Flows Prediction. - Jing Li; Hao Peng 001; Lin Liu; Guixi Xiong; Bowen Du 001; Hongyuan Ma; Lihong Wang; Md. Zakirul Alam Bhuiyan (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI, 2018)

Optimization of Bus Lines Based on Passenger Group Moving Behaviors. - Syed Muhammad Asim Ali Rizvi; Weifeng Lv; Bowen Du 001; Zhipu Xie; Runhe Huang (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI, 2018)

Deep Convolutional Mesh RNN for Urban Traffic Passenger Flows Prediction. - Zou Zhene; Hao Peng 001; Liu Lin; Guixi Xiong; Bowen Du 001; Md. Zakirul Alam Bhuiyan; Yuntao Long; Da Li (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI, 2018)

T-START: Time, Status and Region Aware Taxi Mobility Model for Metropolis. - Haiquan Wang; Shuo Lei; Binglin Wu; Yilin Li; Bowen Du 001 (KSII Trans. Internet Inf. Syst., 2018)

KID Model-Driven Things-Edge-Cloud Computing Paradigm for Traffic Data as a Service. - Bowen Du 001; Runhe Huang; Zhipu Xie; Jianhua Ma 002; Weifeng Lv (IEEE Netw., 2018)

An evolvable and transparent data as a service framework for multisource data integration and fusion. - Zhipu Xie; Weifeng Lv; Linfang Qin; Bowen Du 001; Runhe Huang (Peer-to-Peer Netw. Appl., 2018)

Context-Aware Answer Sentence Selection With Hierarchical Gated Recurrent Neural Networks. - Chuanqi Tan; Furu Wei; Qingyu Zhou; Nan Yang 002; Bowen Du 001; Weifeng Lv; Ming Zhou 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2018)

SmartTransfer: Modeling the Spatiotemporal Dynamics of Passenger Transfers for Crowdedness-Aware Route Recommendations. - Bowen Du 001; Yifeng Cui; Yanjie Fu; Runxing Zhong; Hui Xiong 001 (ACM Trans. Intell. Syst. Technol., 2018)

Personalized group of readers' emotion traits modeling based on sentimental analysis of novels. - Yuya Hatakeyama; Runhe Huang; Bowen Du 001; Neil Y. Yen; Haiquan Wang (ICCI*CC, 2019)

Predicting Food POI Attractions for Smart Business using Passenger Commuting Patterns. - Syed Muhammad Asim Ali Rizvi; Weifeng Lv; Bowen Du 001; Haiquan Wang; Runhe Huang (DASC/PiCom/DataCom/CyberSciTech, 2019)

Spatial Bottleneck Minimum Task Assignment with Time-Delay. - Long Li; Jingzhi Fang; Bowen Du 001; Weifeng Lv (DASFAA (3), 2019)

Co-Prediction of Multiple Transportation Demands Based on Deep Spatio-Temporal Neural Network. - Junchen Ye; Leilei Sun; Bowen Du 001; Yanjie Fu; Xinran Tong; Hui Xiong 001 (KDD, 2019)

Multiple Relational Attention Network for Multi-task Learning. - Jiejie Zhao; Bowen Du 001; Leilei Sun; Fuzhen Zhuang; Weifeng Lv; Hui Xiong 001 (KDD, 2019)

Urban Micro-Circulation Bus Planning Based on Temporal and Spatial Travel Demand. - Bowen Du 001; Yanan Qiao; Jiejie Zhao; Leilei Sun; Weifeng Lv; Runhe Huang (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI, 2019)

Leveraging Graph Neural Network with LSTM For Traffic Speed Prediction. - Zhilong Lu; Weifeng Lv; Zhipu Xie; Bowen Du 001; Runhe Huang (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI, 2019)

Traffic Accident Prediction Based on Deep Spatio-Temporal Analysis. - Le Yu 004; Bowen Du 001; Xiao Hu 006; Leilei Sun; Weifeng Lv; Runhe Huang (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI, 2019)

Passenger Behavior Prediction With Semantic and Multi-Pattern LSTM Model. - Haiquan Wang; Xin Wu; Leilei Sun; Bowen Du 001 (IEEE Access, 2019)

Transit Pattern Detection Using Tensor Factorization. - Bowen Du 001; Wenjun Zhou 001; Chuanren Liu; Yifeng Cui; Hui Xiong 001 (INFORMS J. Comput., 2019)

Parallel Architecture of Convolutional Bi-Directional LSTM Neural Networks for Network-Wide Metro Ridership Prediction. - Xiaolei Ma; Jiyu Zhang; Bowen Du 001; Chuan Ding; Leilei Sun (IEEE Trans. Intell. Transp. Syst., 2019)

Detecting Pickpocket Suspects from Large-Scale Public Transit Records. - Bowen Du 001; Chuanren Liu; Wenjun Zhou 001; Zhenshan Hou; Hui Xiong 001 (IEEE Trans. Knowl. Data Eng., 2019)

Defending Water Treatment Networks: Exploiting Spatio-temporal Effects for Cyber Attack Detection. - Dongjie Wang; Pengyang Wang; Jingbo Zhou; Leilei Sun; Bowen Du 001; Yanjie Fu (ICDM, 2020)

Predicting Temporal Sets with Deep Neural Networks. - Le Yu 004; Leilei Sun; Bowen Du 001; Chuanren Liu; Hui Xiong 001; Weifeng Lv (KDD, 2020)

Dual Sequential Network for Temporal Sets Prediction. - Leilei Sun; Yansong Bai; Bowen Du 001; Chuanren Liu; Hui Xiong 001; Weifeng Lv (SIGIR, 2020)

Hybrid Deep Neural Networks for Friend Recommendations in Edge Computing Environment. - Jibing Gong; Yi Zhao; Shuai Chen; Hongfei Wang; Linfeng Du; Shuli Wang; Md. Zakirul Alam Bhuiyan; Hao Peng 001; Bowen Du 001 (IEEE Access, 2020)

Sequential Graph Neural Network for Urban Road Traffic Speed Prediction. - Zhipu Xie; Weifeng Lv; Shangfo Huang; Zhilong Lu; Bowen Du 001; Runhe Huang (IEEE Access, 2020)

Coupled application of deep learning model and quantile regression for travel time and its interval estimation using data in different dimensions. - Linchao Li; Bin Ran; Jiasong Zhu; Bowen Du 001 (Appl. Soft Comput., 2020)

Guaranteeing differential privacy for sequence predictions in bike sharing systems. - Zhipu Xie; Bowen Du 001; Shangfo Huang; Bo Huang; Leilei Sun; Weifeng Lv (Concurr. Comput. Pract. Exp., 2020)

Hybrid Micro/Macro Level Convolution for Heterogeneous Graph Learning. - Le Yu 004; Leilei Sun; Bowen Du 001; Chuanren Liu; Weifeng Lv; Hui Xiong 001 (CoRR, 2020)

A deep fusion model based on restricted Boltzmann machines for traffic accident duration prediction. - Linchao Li; Xi Sheng; Bowen Du 001; Yonggang Wang; Bin Ran (Eng. Appl. Artif. Intell., 2020)

LSTM variants meet graph neural networks for road speed prediction. - Zhilong Lu; Weifeng Lv; Yabin Cao; Zhipu Xie; Hao Peng 001; Bowen Du 001 (Neurocomputing, 2020)

Spatial temporal incidence dynamic graph neural networks for traffic flow forecasting. - Hao Peng 001; Hongfei Wang; Bowen Du 001; Md. Zakirul Alam Bhuiyan; Hongyuan Ma; Jianwei Liu 001; Lihong Wang; Zeyu Yang; Linfeng Du; Senzhang Wang; Philip S. Yu (Inf. Sci., 2020)

Estimation of missing values in heterogeneous traffic data: Application of multimodal deep learning model. - Linchao Li; Bowen Du 001; Yonggang Wang; Lingqiao Qin; Huachun Tan (Knowl. Based Syst., 2020)

Deep Irregular Convolutional Residual LSTM for Urban Traffic Passenger Flows Prediction. - Bowen Du 001; Hao Peng 001; Senzhang Wang; Md. Zakirul Alam Bhuiyan; Lihong Wang; Qiran Gong; Lin Liu; Jing Li (IEEE Trans. Intell. Transp. Syst., 2020)

Coupled Layer-wise Graph Convolution for Transportation Demand Prediction. - Junchen Ye; Leilei Sun; Bowen Du 001; Yanjie Fu; Hui Xiong 001 (AAAI, 2021)

Co-Prediction of Multimodal Transportation Demands With Self-learned Spatial Dependence. - Mingzhe Liu 002; Bowen Du 001; Leilei Sun (IEEE BigData, 2021)

Deep Human-guided Conditional Variational Generative Modeling for Automated Urban Planning. - Dongjie Wang; Kunpeng Liu 001; Pauline Johnson; Leilei Sun; Bowen Du 001; Yanjie Fu (ICDM, 2021)

Dynamic and Multi-faceted Spatio-temporal Deep Learning for Traffic Speed Forecasting. - Liangzhe Han; Bowen Du 001; Leilei Sun; Yanjie Fu; Yisheng Lv; Hui Xiong 001 (KDD, 2021)

Representation Learning on Knowledge Graphs for Node Importance Estimation. - Han Huang; Leilei Sun; Bowen Du 001; Chuanren Liu; Weifeng Lv; Hui Xiong 001 (KDD, 2021)

Analysis for full face mechanical behaviors through spatial deduction model with real-time monitoring data. - Xuyan Tan; Yuhang Wang; Bowen Du 001; Junchen Ye; Weizhong Chen; Leilei Sun; Liping Li (CoRR, 2021)

Landslide susceptibility prediction based on image semantic segmentation. - Bowen Du 001; Zirong Zhao; Xiao Hu 006; Guanghui Wu; Liangzhe Han; Leilei Sun; Qiang Gao (Comput. Geosci., 2021)

Modelling the epidemic dynamics of COVID-19 with consideration of human mobility. - Bowen Du 001; Zirong Zhao; Jiejie Zhao; Le Yu 004; Leilei Sun; Weifeng Lv (Int. J. Data Sci. Anal., 2021)

Deep spatio-temporal graph convolutional network for traffic accident prediction. - Le Yu 004; Bowen Du 001; Xiao Hu 006; Leilei Sun; Liangzhe Han; Weifeng Lv (Neurocomputing, 2021)

Dynamic graph convolutional network for long-term traffic flow prediction with reinforcement learning. - Hao Peng 001; Bowen Du 001; Mingsheng Liu; Mingzhe Liu 002; Shumei Ji; Senzhang Wang; Xu Zhang; Lifang He 001 (Inf. Sci., 2021)

Deep multi-task learning with relational attention for business success prediction. - Jiejie Zhao; Bowen Du 001; Leilei Sun; Weifeng Lv; Yanchi Liu; Hui Xiong 001 (Pattern Recognit., 2021)

Traffic Demand Prediction Based on Dynamic Transition Convolutional Neural Network. - Bowen Du 001; Xiao Hu 006; Leilei Sun; Junming Liu; Yanan Qiao; Weifeng Lv (IEEE Trans. Intell. Transp. Syst., 2021)

Dynamic Spatial-Temporal Representation Learning for Traffic Flow Prediction. - Lingbo Liu; Jiajie Zhen; Guanbin Li; Geng Zhan; Zhaocheng He; Bowen Du 001; Liang Lin (IEEE Trans. Intell. Transp. Syst., 2021)

Recent Advances in Cognitive Informatics and Cognitive Computing towards Autonomous Systems (Plenary Panel Report-II of IEEE ICCI*CC'22). - Witold Kinsner; Okyay Kaynak; Haibin Zhu 001; Ming Hou 002; Julia Rayz; Marina L. Gavrilova; Guoyin Wang 001; George Baciu; Jun Peng; Christine W. Chan; Runhe Huang; Bowen Du 001 (ICCI*CC, 2022)

Cross-Domain Few-Shot Semantic Segmentation. - Shuo Lei; Xuchao Zhang; Jianfeng He; Fanglan Chen; Bowen Du 001; Chang-Tien Lu (ECCV (30), 2022)

GraphGDP: Generative Diffusion Processes for Permutation Invariant Graph Generation. - Han Huang; Leilei Sun; Bowen Du 001; Yanjie Fu; Weifeng Lv (ICDM, 2022)

Continuous-Time and Multi-Level Graph Representation Learning for Origin-Destination Demand Prediction. - Liangzhe Han; Xiaojian Ma 004; Leilei Sun; Bowen Du 001; Yanjie Fu; Weifeng Lv; Hui Xiong 001 (KDD, 2022)

Learning the Evolutionary and Multi-scale Graph Structure for Multivariate Time Series Forecasting. - Junchen Ye; Zihan Liu; Bowen Du 001; Leilei Sun; Weimiao Li; Yanjie Fu; Hui Xiong 001 (KDD, 2022)

Spatial Semantic Learning for Travel Time Estimation. - Yi Xu 013; Leilei Sun; Bowen Du 001; Liangzhe Han (KSEM (3), 2022)

Element-guided Temporal Graph Representation Learning for Temporal Sets Prediction. - Le Yu 004; Guanghui Wu; Leilei Sun; Bowen Du 001; Weifeng Lv (WWW, 2022)

Modelling Evolutionary and Stationary User Preferences for Temporal Sets Prediction. - Le Yu 004; Zihang Liu 001; Tongyu Zhu; Leilei Sun; Bowen Du 001; Weifeng Lv (CoRR, 2022)

Response Prediction Based on Temporal and Spatial Deep Learning Model for Intelligent Structural Health Monitoring. - Bowen Du 001; Chunming Lin; Leilei Sun; Yangping Zhao; Linchao Li (IEEE Internet Things J., 2022)

Adaptive Spatio-temporal Graph Neural Network for traffic forecasting. - Xuxiang Ta; Zihan Liu; Xiao Hu 006; Le Yu 004; Leilei Sun; Bowen Du 001 (Knowl. Based Syst., 2022)

Graph Sequence Neural Network with an Attention Mechanism for Traffic Speed Prediction. - Zhilong Lu; Weifeng Lv; Zhipu Xie; Bowen Du 001; Guixi Xiong; Leilei Sun; Haiquan Wang (ACM Trans. Intell. Syst. Technol., 2022)

Multi-Semantic Path Representation Learning for Travel Time Estimation. - Liangzhe Han; Bowen Du 001; Jingjing Lin; Leilei Sun; Xucheng Li; Yizhou Peng (IEEE Trans. Intell. Transp. Syst., 2022)

Predicting Temporal Sets with Simplified Fully Connected Networks. - Le Yu 004; Zihang Liu 001; Tongyu Zhu; Leilei Sun; Bowen Du 001; Weifeng Lv (AAAI, 2023)

Generic and Dynamic Graph Representation Learning for Crowd Flow Modeling. - Liangzhe Han; Ruixing Zhang; Leilei Sun; Bowen Du 001; Yanjie Fu; Tongyu Zhu (AAAI, 2023)

Conditional Diffusion Based on Discrete Graph Structures for Molecular Graph Generation. - Han Huang; Leilei Sun; Bowen Du 001; Weifeng Lv (AAAI, 2023)

Pretraining Language Models with Text-Attributed Heterogeneous Graphs. - Tao Zou 003; Le Yu 004; Yifei Huang 003; Leilei Sun; Bowen Du 001 (EMNLP (Findings), 2023)

PriSTI: A Conditional Diffusion Framework for Spatiotemporal Imputation. - Mingzhe Liu 002; Han Huang; Hao Feng; Leilei Sun; Bowen Du 001; Yanjie Fu (ICDE, 2023)

Towards a Lightweight Stress Prediction Model: a Study on Dimension Reduction and Individual Models in HRV Analysis. - Zeyang Cui; Yanbo Ma; Muxin Ma; Runhe Huang; Bowen Du 001 (ICPADS, 2023)

Decentralized Subgraph Learning for Spatial-Temporal Data Modeling. - Haiquan Wang; Wei Yan; Jiejie Zhao; Bowen Du 001; Chenzhi He; Yanbo Ma; Runhe Huang (ICPADS, 2023)

Continuous-Time Graph Learning for Cascade Popularity Prediction. - Xiaodong Lu; Shuo Ji; Le Yu 004; Leilei Sun; Bowen Du 001; Tongyu Zhu (IJCAI, 2023)

Community-based Dynamic Graph Learning for Popularity Prediction. - Shuo Ji; Xiaodong Lu; Mingzhe Liu 002; Leilei Sun; Chuanren Liu; Bowen Du 001; Hui Xiong 001 (KDD, 2023)

Towards Better Dynamic Graph Learning: New Architecture and Unified Library. - Le Yu 004; Leilei Sun; Bowen Du 001; Weifeng Lv (NeurIPS, 2023)

Learning Joint 2D & 3D Diffusion Models for Complete Molecule Generation. - Han Huang; Leilei Sun; Bowen Du 001; Weifeng Lv (CoRR, 2023)

Adaptive Taxonomy Learning and Historical Patterns Modelling for Patent Classification. - Tao Zou 003; Le Yu 004; Leilei Sun; Bowen Du 001; Deqing Wang; Fuzhen Zhuang (CoRR, 2023)

Deep multi-task learning with flexible and compact architecture search. - Jiejie Zhao; Weifeng Lv; Bowen Du 001; Junchen Ye; Leilei Sun; Guixi Xiong (Int. J. Data Sci. Anal., 2023)

Automated urban planning aware spatial hierarchies and human instructions. - Dongjie Wang; Kunpeng Liu 001; Yanyong Huang; Leilei Sun; Bowen Du 001; Yanjie Fu (Knowl. Inf. Syst., 2023)

A graph attention fusion network for event-driven traffic speed prediction. - Zekun Qiu; Tongyu Zhu; Yuhui Jin; Leilei Sun; Bowen Du 001 (Inf. Sci., 2023)

Spatio-Temporal AutoEncoder for Traffic Flow Prediction. - Mingzhe Liu 002; Tongyu Zhu; Junchen Ye; Qingxin Meng 002; Leilei Sun; Bowen Du 001 (IEEE Trans. Intell. Transp. Syst., 2023)

Heterogeneous Graph Representation Learning With Relation Awareness. - Le Yu 004; Leilei Sun; Bowen Du 001; Chuanren Liu; Weifeng Lv; Hui Xiong 001 (IEEE Trans. Knowl. Data Eng., 2023)

Label-Enhanced Graph Neural Network for Semi-Supervised Node Classification. - Le Yu 004; Leilei Sun; Bowen Du 001; Tongyu Zhu; Weifeng Lv (IEEE Trans. Knowl. Data Eng., 2023)

Generic Dynamic Graph Convolutional Network for traffic flow forecasting. - Yi Xu 013; Liangzhe Han; Tongyu Zhu; Leilei Sun; Bowen Du 001; Weifeng Lv (Inf. Fusion, 2023)

GAN-Based Anomaly Detection for Multivariate Time Series Using Polluted Training Set. - Bowen Du 001; Xuanxuan Sun; Junchen Ye; Ke Cheng 003; Jingyuan Wang 001; Leilei Sun (IEEE Trans. Knowl. Data Eng., 2023)

An NCDE-based Framework for Universal Representation Learning of Time Series. - Zihan Liu; Bowen Du 001; Junchen Ye; Xianqing Wen; Leilei Sun (IJCAI, 2024)

Repeat-Aware Neighbor Sampling for Dynamic Graph Learning. - Tao Zou 003; Yuhao Mao; Junchen Ye; Bowen Du 001 (KDD, 2024)

DyGKT: Dynamic Graph Learning for Knowledge Tracing. - Ke Cheng 003; Linzhi Peng; Pengyang Wang; Junchen Ye; Leilei Sun; Bowen Du 001 (KDD, 2024)

Co-Neighbor Encoding Schema: A Light-cost Structure Encoding Method for Dynamic Link Prediction. - Ke Cheng 003; Linzhi Peng; Junchen Ye; Leilei Sun; Bowen Du 001 (KDD, 2024)

A novel autoencoder for structural anomalies detection in river tunnel operation. - Xuyan Tan; Shivakumara Palaiahnakote; Weizhong Chen; Ke Cheng 003; Bowen Du 001 (Expert Syst. Appl., 2024)

Learning solid dynamics with graph neural network. - Bohao Li 001; Bowen Du 001; Junchen Ye; Jiajing Huang; Leilei Sun; Jinyan Feng (Inf. Sci., 2024)

Temporal Graph Network for continuous-time dynamic event sequence. - Ke Cheng 003; Junchen Ye; Xiaodong Lu; Leilei Sun; Bowen Du 001 (Knowl. Based Syst., 2024)

MvTS-library: An open library for deep multivariate time series forecasting. - Junchen Ye; Weimiao Li; Zhixin Zhang; Tongyu Zhu; Leilei Sun; Bowen Du 001 (Knowl. Based Syst., 2024)

Continuous-Time and Discrete-Time Representation Learning for Origin-Destination Demand Prediction. - Yi Xu 013; Liangzhe Han; Tongyu Zhu; Leilei Sun; Bowen Du 001; Weifeng Lv (IEEE Trans. Intell. Transp. Syst., 2024)

Continuous-Time User Preference Modelling for Temporal Sets Prediction. - Le Yu 004; Zihang Liu 001; Leilei Sun; Bowen Du 001; Chuanren Liu; Weifeng Lv (IEEE Trans. Knowl. Data Eng., 2024)

Event-Based Dynamic Graph Representation Learning for Patent Application Trend Prediction. - Tao Zou 003; Le Yu 004; Leilei Sun; Bowen Du 001; Deqing Wang; Fuzhen Zhuang (IEEE Trans. Knowl. Data Eng., 2024)

Hierarchical Context Representation and Self-Adaptive Thresholding for Multivariate Anomaly Detection. - Chunming Lin; Bowen Du 001; Leilei Sun; Linchao Li (IEEE Trans. Knowl. Data Eng., 2024)

Dynamic Graph Representation Learning for Passenger Behavior Prediction. - Mingxuan Xie; Tao Zou 003; Junchen Ye; Bowen Du 001; Runhe Huang (Future Internet, 2024)

Road Pothole Detection Based on Crowdsourced Data and Extended Mask R-CNN. - Linchao Li; Jiazhen Liu; Jiabao Xing; Zhiyang Liu; Kai Lin; Bowen Du 001 (IEEE Trans. Intell. Transp. Syst., 2024)

Multi-Faceted Route Representation Learning for Travel Time Estimation. - Tianxi Liao; Liangzhe Han; Yi Xu 013; Tongyu Zhu; Leilei Sun; Bowen Du 001 (IEEE Trans. Intell. Transp. Syst., 2024)

Learning Joint 2-D and 3-D Graph Diffusion Models for Complete Molecule Generation. - Han Huang; Leilei Sun; Bowen Du 001; Weifeng Lv (IEEE Trans. Neural Networks Learn. Syst., 2024)

Bootstrapping on Continuous-Time Dynamic Graphs for Crowd Flow Modeling. - Yi Xu 013; Liangzhe Han; Leilei Sun; Bowen Du 001; Chuanren Liu; Hui Xiong 001 (IEEE Trans. Knowl. Data Eng., 2024)

ShieldTSE: A Privacy-Enhanced Split Federated Learning Framework for Traffic State Estimation in IoV. - Tong Chen; Xiaoshan Bai; Jiejie Zhao; Haiquan Wang; Bowen Du 001; Lei Li; Shan Zhang 001 (IEEE Internet Things J., 2024)

Adaptive Taxonomy Learning and Historical Patterns Modeling for Patent Classification. - Tao Zou 003; Le Yu 004; Junchen Ye; Leilei Sun; Bowen Du 001; Deqing Wang (ACM Trans. Inf. Syst., 2024)

TS-MAE: A masked autoencoder for time series representation learning. - Qian Liu; Junchen Ye; Haohan Liang; Leilei Sun; Bowen Du 001 (Inf. Sci., 2025)

Evolving graph structure learning for multivariate time series forecasting. - Junchen Ye; Qian Liu; Zihan Liu; Weimiao Li; Tongyu Zhu; Leilei Sun; Bowen Du 001 (Knowl. Based Syst., 2025)

Dual-mask: Progressively sparse multi-task architecture learning. - Jiejie Zhao; Tongyu Zhu; Leilei Sun; Bowen Du 001; Haiquan Wang; Lei Huang (Pattern Recognit., 2025)

PRIME: Pretraining for Patient Condition Representation with Irregular Multimodal Electronic Health Records. - Bohao Li 001; Bowen Du 001; Junchen Ye (ACM Trans. Knowl. Discov. Data, 2025)