Bowen Du

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 55

Top Topics

Diffusion Processes

Multivariate Time Series

Cognitive Computing

Top Venues

IEEE Trans. Knowl. Data Eng.

Publications

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)
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) (2024)
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 (2024)
Ke Cheng, Linzhi Peng, Pengyang Wang, Junchen Ye, Leilei Sun, Bowen Du
DyGKT: Dynamic Graph Learning for Knowledge Tracing. KDD (2024)
Ke Cheng, Linzhi Peng, Pengyang Wang, Junchen Ye, Leilei Sun, Bowen Du
DyGKT: Dynamic Graph Learning for Knowledge Tracing. CoRR (2024)
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 (2024)
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) (2024)
Tao Zou, Yuhao Mao, Junchen Ye, Bowen Du
Repeat-Aware Neighbor Sampling for Dynamic Graph Learning. CoRR (2024)
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 (2024)
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) (2024)
Bohao Li, Bowen Du, Junchen Ye, Jiajing Huang, Leilei Sun, Jinyan Feng
Learning solid dynamics with graph neural network. Inf. Sci. 676 (2024)
Tao Zou, Yuhao Mao, Junchen Ye, Bowen Du
Repeat-Aware Neighbor Sampling for Dynamic Graph Learning. KDD (2024)
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) (2024)
Le Yu, Leilei Sun, Bowen Du, Weifeng Lv
Towards Better Dynamic Graph Learning: New Architecture and Unified Library. CoRR (2023)
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) (2023)
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) (2023)
Han Huang, Leilei Sun, Bowen Du, Weifeng Lv
Conditional Diffusion Based on Discrete Graph Structures for Molecular Graph Generation. CoRR (2023)
Zekun Qiu, Tongyu Zhu, Yuhui Jin, Leilei Sun, Bowen Du
A graph attention fusion network for event-driven traffic speed prediction. Inf. Sci. 622 (2023)
Yi Xu, Liangzhe Han, Tongyu Zhu, Leilei Sun, Bowen Du, Weifeng Lv
Generic Dynamic Graph Convolutional Network for traffic flow forecasting. Inf. Fusion 100 (2023)
Tao Zou, Le Yu, Leilei Sun, Bowen Du, Deqing Wang, Fuzhen Zhuang
Adaptive Taxonomy Learning and Historical Patterns Modelling for Patent Classification. CoRR (2023)
Le Yu, Zihang Liu, Tongyu Zhu, Leilei Sun, Bowen Du, Weifeng Lv
Predicting Temporal Sets with Simplified Fully Connected Networks. AAAI (2023)
Le Yu, Leilei Sun, Bowen Du, Weifeng Lv
Towards Better Dynamic Graph Learning: New Architecture and Unified Library. NeurIPS (2023)
Xiaodong Lu, Shuo Ji, Le Yu, Leilei Sun, Bowen Du, Tongyu Zhu
Continuous-Time Graph Learning for Cascade Popularity Prediction. IJCAI (2023)
Han Huang, Leilei Sun, Bowen Du, Weifeng Lv
Learning Joint 2D & 3D Diffusion Models for Complete Molecule Generation. CoRR (2023)
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) (2023)
Tao Zou, Le Yu, Leilei Sun, Bowen Du, Deqing Wang, Fuzhen Zhuang
Event-based Dynamic Graph Representation Learning for Patent Application Trend Prediction. CoRR (2023)
Tao Zou, Le Yu, Yifei Huang, Leilei Sun, Bowen Du
Pretraining Language Models with Text-Attributed Heterogeneous Graphs. CoRR (2023)
Shuo Ji, Xiaodong Lu, Mingzhe Liu, Leilei Sun, Chuanren Liu, Bowen Du, Hui Xiong
Community-based Dynamic Graph Learning for Popularity Prediction. KDD (2023)
Mingzhe Liu, Han Huang, Hao Feng, Leilei Sun, Bowen Du, Yanjie Fu
PriSTI: A Conditional Diffusion Framework for Spatiotemporal Imputation. CoRR (2023)
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) (2023)
Haiquan Wang, Wei Yan, Jiejie Zhao, Bowen Du, Chenzhi He, Yanbo Ma, Runhe Huang
Decentralized Subgraph Learning for Spatial-Temporal Data Modeling. ICPADS (2023)
Han Huang, Leilei Sun, Bowen Du, Weifeng Lv
Conditional Diffusion Based on Discrete Graph Structures for Molecular Graph Generation. AAAI (2023)
Liangzhe Han, Ruixing Zhang, Leilei Sun, Bowen Du, Yanjie Fu, Tongyu Zhu
Generic and Dynamic Graph Representation Learning for Crowd Flow Modeling. AAAI (2023)
Xiaodong Lu, Shuo Ji, Le Yu, Leilei Sun, Bowen Du, Tongyu Zhu
Continuous-Time Graph Learning for Cascade Popularity Prediction. CoRR (2023)
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) (2023)
Tao Zou, Le Yu, Yifei Huang, Leilei Sun, Bowen Du
Pretraining Language Models with Text-Attributed Heterogeneous Graphs. EMNLP (Findings) (2023)
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)
Mingzhe Liu, Han Huang, Hao Feng, Leilei Sun, Bowen Du, Yanjie Fu
PriSTI: A Conditional Diffusion Framework for Spatiotemporal Imputation. ICDE (2023)
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) (2023)
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 (2022)
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 (2022)
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) (2022)
Dongjie Wang, Kunpeng Liu, Yanyong Huang, Leilei Sun, Bowen Du, Yanjie Fu
Automated Urban Planning aware Spatial Hierarchies and Human Instructions. CoRR (2022)
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 (2022)
Yi Xu, Leilei Sun, Bowen Du, Liangzhe Han
Spatial Semantic Learning for Travel Time Estimation. KSEM (3) (2022)
Le Yu, Leilei Sun, Bowen Du, Tongyu Zhu, Weifeng Lv
Label-Enhanced Graph Neural Network for Semi-supervised Node Classification. CoRR (2022)
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)
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)
Han Huang, Leilei Sun, Bowen Du, Yanjie Fu, Weifeng Lv
GraphGDP: Generative Diffusion Processes for Permutation Invariant Graph Generation. CoRR (2022)
Le Yu, Guanghui Wu, Leilei Sun, Bowen Du, Weifeng Lv
Element-guided Temporal Graph Representation Learning for Temporal Sets Prediction. WWW (2022)
Han Huang, Leilei Sun, Bowen Du, Yanjie Fu, Weifeng Lv
GraphGDP: Generative Diffusion Processes for Permutation Invariant Graph Generation. ICDM (2022)
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) (2022)
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) (2022)
Le Yu, Zihang Liu, Tongyu Zhu, Leilei Sun, Bowen Du, Weifeng Lv
Modelling Evolutionary and Stationary User Preferences for Temporal Sets Prediction. CoRR (2022)
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)