Leilei Sun

ORCID

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 124

Top Venues

CoRR

KDD

IEEE Trans. Knowl. Data Eng.

AAAI

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)
Mao Chen, Liangzhe Han, Yi Xu, Tongyu Zhu, Jibin Wang, Leilei Sun
Temporal-aware structure-semantic-coupled graph network for traffic forecasting. Inf. Fusion 107 (2024)
Ke Cheng, Linzhi Peng, Pengyang Wang, Junchen Ye, Leilei Sun, Bowen Du
DyGKT: Dynamic Graph Learning for Knowledge Tracing. CoRR (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)
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)
Shuo Ji, Mingzhe Liu, Leilei Sun, Chuanren Liu, Tongyu Zhu
MemMap: An Adaptive and Latent Memory Structure for Dynamic Graph Learning. KDD (2024)
Zihang Liu, Le Yu, Weimiao Li, Tongyu Zhu, Leilei Sun
Multi-mode Spatial-Temporal Data Modeling with Fully Connected Networks. KSEM (3) (2024)
Shaohua Wang, Xing Xie, Yong Li, Danhuai Guo, Zhi Cai, Yu Liu, Yang Yue, Xiao Pan, Feng Lu, Huayi Wu, Zhipeng Gui, Zhiming Ding, Bolong Zheng, Fuzheng Zhang, Tao Qin, Jingyuan Wang, Chuang Tao, Zhengchao Chen, Hao Lu, Jiayi Li, Hongyang Chen, Peng Yue, Wenhao Yu, Yao Yao, Leilei Sun, Yong Zhang, Longbiao Chen, Xiaoping Du, Xiang Li, Xueying Zhang, Kun Qin, Zhaoya Gong, Weihua Dong, Xiaofeng Meng
Research on Foundation Model for Spatial Data Intelligence: China's 2024 White Paper on Strategic Development of Spatial Data Intelligence. CoRR (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)
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)
Jingyuan Wang, Jiahao Ji, Zhe Jiang, Leilei Sun
Traffic Flow Prediction Based on Spatiotemporal Potential Energy Fields. IEEE Trans. Knowl. Data Eng. 35 (9) (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)
Pengfei Wang, Daniel Wang, Kunpeng Liu, Dongjie Wang, Yuanchun Zhou, Leilei Sun, Yanjie Fu
Hierarchical Reinforced Urban Planning: Jointly Steering Region and Block Configurations. SDM (2023)
Zihang Liu, Le Yu, Tongyu Zhu, Leilei Sun
A Simple Framework for Multi-mode Spatial-Temporal Data Modeling. CoRR (2023)
Han Huang, Leilei Sun, Bowen Du, Weifeng Lv
Conditional Diffusion Based on Discrete Graph Structures for Molecular Graph Generation. CoRR (2023)
Qiming Zhang, Tianxi Liao, Tongyu Zhu, Leilei Sun, Weifeng Lv
PBTR: Pre-training and Bidirectional Semantic Enhanced Trajectory Recovery. ICONIP (12) (2023)
Wangyang Ying, Dongjie Wang, Kunpeng Liu, Leilei Sun, Yanjie Fu
Self-optimizing Feature Generation via Categorical Hashing Representation and Hierarchical Reinforcement Crossing. 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)
Tianyu Zhu, Leilei Sun, Guoqing Chen
Embedding Disentanglement in Graph Convolutional Networks for Recommendation. IEEE Trans. Knowl. Data Eng. 35 (1) (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)
Ruixing Zhang, Liangzhe Han, Leilei Sun, Yunqi Liu, Jibin Wang, Weifeng Lv
Regions are Who Walk Them: a Large Pre-trained Spatiotemporal Model Based on Human Mobility for Ubiquitous Urban Sensing. CoRR (2023)
Tianyu Zhu, Leilei Sun, Guoqing Chen
Graph-Based Embedding Smoothing for Sequential Recommendation. IEEE Trans. Knowl. Data Eng. 35 (1) (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)
Dongjie Wang, Lingfei Wu, Denghui Zhang, Jingbo Zhou, Leilei Sun, Yanjie Fu
Human-Instructed Deep Hierarchical Generative Learning for Automated Urban Planning. AAAI (2023)
Tao Zou, Le Yu, Yifei Huang, Leilei Sun, Bowen Du
Pretraining Language Models with Text-Attributed Heterogeneous Graphs. CoRR (2023)
Zhaohuan Wang, Yi Xu, Liangzhe Han, Tongyu Zhu, Leilei Sun
Multivariate Long-Term Traffic Forecasting with Graph Convolutional Network and Historical Attention Mechanism. KSEM (4) (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)
Mao Chen, Yi Xu, Liangzhe Han, Leilei Sun
Sampling Spatial-Temporal Attention Network for Traffic Forecasting. KSEM (2) (2023)
Wangyang Ying, Dongjie Wang, Kunpeng Liu, Leilei Sun, Yanjie Fu
Self-optimizing Feature Generation via Categorical Hashing Representation and Hierarchical Reinforcement Crossing. ICDM (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)
Ruixing Zhang, Liangzhe Han, Boyi Liu, Jiayuan Zeng, Leilei Sun
Dynamic Graph Learning Based on Hierarchical Memory for Origin-Destination Demand Prediction. CoRR (2022)
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)
Ruixing Zhang, Liangzhe Han, Boyi Liu, Jiayuan Zeng, Leilei Sun
Dynamic Graph Learning Based on Hierarchical Memory for Origin-Destination Demand Prediction. IJCAI (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)
Chunjing Xiao, Leilei Sun, Jianing Han, Yongwei Qiao
Heterogeneous academic network embedding based multivariate random-walk model for predicting scientific impact. Appl. Intell. 52 (2) (2022)
Dongjie Wang, Lingfei Wu, Denghui Zhang, Jingbo Zhou, Leilei Sun, Yanjie Fu
Human-instructed Deep Hierarchical Generative Learning for Automated Urban Planning. CoRR (2022)
Le Yu, Guanghui Wu, Leilei Sun, Bowen Du, Weifeng Lv
Element-guided Temporal Graph Representation Learning for Temporal Sets Prediction. WWW (2022)
Ting Jiang, Deqing Wang, Leilei Sun, Zhongzhi Chen, Fuzhen Zhuang, Qinghong Yang
Exploiting Global and Local Hierarchies for Hierarchical Text Classification. EMNLP (2022)
Chizhan Zhang, Fenghua Zhu, Xiao Wang, Leilei Sun, Haina Tang, Yisheng Lv
Taxi Demand Prediction Using Parallel Multi-Task Learning Model. IEEE Trans. Intell. Transp. Syst. 23 (2) (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)
Yang An, Liang Zhang, Haoyu Yang, Leilei Sun, Bo Jin, Chuanren Liu, Ruiyun Yu, Xiaopeng Wei
Prediction of Treatment Medicines With Dual Adaptive Sequential Networks. IEEE Trans. Knowl. Data Eng. 34 (11) (2022)
Ting Jiang, Deqing Wang, Leilei Sun, Zhongzhi Chen, Fuzhen Zhuang, Qinghong Yang
Exploiting Global and Local Hierarchies for Hierarchical Text Classification. CoRR (2022)
Ting Jiang, Deqing Wang, Leilei Sun, Huayi Yang, Zhengyang Zhao, Fuzhen Zhuang
LightXML: Transformer with Dynamic Negative Sampling for High-Performance Extreme Multi-label Text Classification. CoRR (2021)
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) (2021)
Junchen Ye, Leilei Sun, Bowen Du, Yanjie Fu, Hui Xiong
Coupled Layer-wise Graph Convolution for Transportation Demand Prediction. AAAI (2021)
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 (2021)
Leilei Sun, Chuanren Liu, Guoqing Chen, Chonghui Guo, Hui Xiong, Yanming Xie
Automatic Treatment Regimen Design. IEEE Trans. Knowl. Data Eng. 33 (11) (2021)
Le Yu, Bowen Du, Xiao Hu, Leilei Sun, Liangzhe Han, Weifeng Lv
Deep spatio-temporal graph convolutional network for traffic accident prediction. Neurocomputing 423 (2021)
Han Huang, Leilei Sun, Bowen Du, Chuanren Liu, Weifeng Lv, Hui Xiong
Representation Learning on Knowledge Graphs for Node Importance Estimation. KDD (2021)
Dongjie Wang, Kunpeng Liu, Pauline Johnson, Leilei Sun, Bowen Du, Yanjie Fu
Deep Human-guided Conditional Variational Generative Modeling for Automated Urban Planning. CoRR (2021)
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) (2021)
Ting Jiang, Deqing Wang, Leilei Sun, Huayi Yang, Zhengyang Zhao, Fuzhen Zhuang
LightXML: Transformer with Dynamic Negative Sampling for High-Performance Extreme Multi-label Text Classification. AAAI (2021)
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)
Nannan Shi, Le Yu, Leilei Sun, Lihua Wang, Chunming Lin, Ruixing Zhang
Deep Heterogeneous Network for Temporal Set Prediction. Knowl. Based Syst. 223 (2021)
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 (2021)
Mingzhe Liu, Bowen Du, Leilei Sun
Co-Prediction of Multimodal Transportation Demands With Self-learned Spatial Dependence. IEEE BigData (2021)
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)
Le Yu, Leilei Sun, Bowen Du, Chuanren Liu, Weifeng Lv, Hui Xiong
Heterogeneous Graph Representation Learning with Relation Awareness. CoRR (2021)
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 (2021)
Junchen Ye, Leilei Sun, Bowen Du, Yanjie Fu, Hui Xiong
Coupled Layer-wise Graph Convolution for Transportation Demand Prediction. CoRR (2020)
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)
Yongwei Qiao, Leilei Sun, Chunjing Xiao
High Order Semantic Relations-Based Temporal Recommendation Model by Collaborative Knowledge Graph Learning. APWeb/WAIM (1) (2020)
Le Yu, Leilei Sun, Bowen Du, Chuanren Liu, Weifeng Lv, Hui Xiong
Hybrid Micro/Macro Level Convolution for Heterogeneous Graph Learning. CoRR (2020)
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)
Le Yu, Leilei Sun, Bowen Du, Chuanren Liu, Hui Xiong, Weifeng Lv
Predicting Temporal Sets with Deep Neural Networks. CoRR (2020)
Mahshad Mahdavi, Leilei Sun, Richard Zanibbi
Visual Parsing with Query-Driven Global Graph Attention (QD-GGA): Preliminary Results for Handwritten Math Formula Recognition. CVPR Workshops (2020)
Leilei Sun, Yansong Bai, Bowen Du, Chuanren Liu, Hui Xiong, Weifeng Lv
Dual Sequential Network for Temporal Sets Prediction. SIGIR (2020)
Jingfeng Chen, Leilei Sun, Chonghui Guo, Yanming Xie
A fusion framework to extract typical treatment patterns from electronic medical records. Artif. Intell. Medicine 103 (2020)
Haiquan Wang, Jiachen Feng, Leilei Sun, Kaiqiang An, Guoping Liu, Xiang Wen, Runbo Hu, Hua Chai
Abnormal Trajectory Detection Based on Geospatial Consistent Modeling. IEEE Access 8 (2020)

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Publication Activity (10 Years)

Top Topics

Top Venues

Leilei Sun