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Bowen Du
ORCID
Publication Activity (10 Years)
Years Active: 2022-2024
Publications (10 Years): 41
Top Topics
Cognitive Informatics
Diffusion Processes
Neural Network
Graph Representation
Top Venues
CoRR
AAAI
IEEE Trans. Knowl. Data Eng.
KDD
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Publications
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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)
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)
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)
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)