Leilei Sun

According to our database, Leilei Sun authored at least 95 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Event-Based Dynamic Graph Representation Learning for Patent Application Trend Prediction.

Tao Zou, Le Yu, Leilei Sun, Bowen Du, Deqing Wang, Fuzhen Zhuang

IEEE Trans. Knowl. Data Eng., May, 2024

Continuous-Time User Preference Modelling for Temporal Sets Prediction.

Le Yu, Zihang Liu, Leilei Sun, Bowen Du, Chuanren Liu, Weifeng Lv

IEEE Trans. Knowl. Data Eng., April, 2024

Continuous-Time and Discrete-Time Representation Learning for Origin-Destination Demand Prediction.

Yi Xu, Liangzhe Han, Tongyu Zhu, Leilei Sun, Bowen Du, Weifeng Lv

IEEE Trans. Intell. Transp. Syst., March, 2024

MvTS-library: An open library for deep multivariate time series forecasting.

Junchen Ye, Weimiao Li, Zhixin Zhang, Tongyu Zhu, Leilei Sun, Bowen Du

Knowl. Based Syst., January, 2024

2023

GAN-Based Anomaly Detection for Multivariate Time Series Using Polluted Training Set.

Bowen Du, Xuanxuan Sun, Junchen Ye, Ke Cheng, Jingyuan Wang, Leilei Sun

IEEE Trans. Knowl. Data Eng., December, 2023

Generic Dynamic Graph Convolutional Network for traffic flow forecasting.

Yi Xu, Liangzhe Han, Tongyu Zhu, Leilei Sun, Bowen Du, Weifeng Lv

Inf. Fusion, December, 2023

Label-Enhanced Graph Neural Network for Semi-Supervised Node Classification.

Le Yu, Leilei Sun, Bowen Du, Tongyu Zhu, Weifeng Lv

IEEE Trans. Knowl. Data Eng., November, 2023

Traffic Flow Prediction Based on Spatiotemporal Potential Energy Fields.

Jingyuan Wang, Jiahao Ji, Zhe Jiang, Leilei Sun

IEEE Trans. Knowl. Data Eng., September, 2023

Heterogeneous Graph Representation Learning With Relation Awareness.

Le Yu, Leilei Sun, Bowen Du, Chuanren Liu, Weifeng Lv, Hui Xiong

IEEE Trans. Knowl. Data Eng., June, 2023

Spatio-Temporal AutoEncoder for Traffic Flow Prediction.

Mingzhe Liu, Tongyu Zhu, Junchen Ye, Qingxin Meng, Leilei Sun, Bowen Du

IEEE Trans. Intell. Transp. Syst., May, 2023

A graph attention fusion network for event-driven traffic speed prediction.

Zekun Qiu, Tongyu Zhu, Yuhui Jin, Leilei Sun, Bowen Du

Inf. Sci., April, 2023

Automated urban planning aware spatial hierarchies and human instructions.

Dongjie Wang, Kunpeng Liu, Yanyong Huang, Leilei Sun, Bowen Du, Yanjie Fu

Knowl. Inf. Syst., March, 2023

Deep multi-task learning with flexible and compact architecture search.

Jiejie Zhao, Weifeng Lv, Bowen Du, Junchen Ye, Leilei Sun, Guixi Xiong

Int. J. Data Sci. Anal., March, 2023

Graph-Based Embedding Smoothing for Sequential Recommendation.

Tianyu Zhu, Leilei Sun, Guoqing Chen

IEEE Trans. Knowl. Data Eng., 2023

Embedding Disentanglement in Graph Convolutional Networks for Recommendation.

Tianyu Zhu, Leilei Sun, Guoqing Chen

IEEE Trans. Knowl. Data Eng., 2023

Regions are Who Walk Them: a Large Pre-trained Spatiotemporal Model Based on Human Mobility for Ubiquitous Urban Sensing.

Ruixing Zhang, Liangzhe Han, Leilei Sun, Yunqi Liu, Jibin Wang, Weifeng Lv

CoRR, 2023

A Simple Framework for Multi-mode Spatial-Temporal Data Modeling.

Zihang Liu, Le Yu, Tongyu Zhu, Leilei Sun

CoRR, 2023

Adaptive Taxonomy Learning and Historical Patterns Modelling for Patent Classification.

Tao Zou, Le Yu, Leilei Sun, Bowen Du, Deqing Wang, Fuzhen Zhuang

CoRR, 2023

Learning Joint 2D & 3D Diffusion Models for Complete Molecule Generation.

Han Huang, Leilei Sun, Bowen Du, Weifeng Lv

CoRR, 2023

Hierarchical Reinforced Urban Planning: Jointly Steering Region and Block Configurations.

Pengfei Wang, Daniel Wang, Kunpeng Liu, Dongjie Wang, Yuanchun Zhou, Leilei Sun, Yanjie Fu

Proceedings of the 2023 SIAM International Conference on Data Mining, 2023

Towards Better Dynamic Graph Learning: New Architecture and Unified Library.

Le Yu, Leilei Sun, Bowen Du, Weifeng Lv

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Multivariate Long-Term Traffic Forecasting with Graph Convolutional Network and Historical Attention Mechanism.

Zhaohuan Wang, Yi Xu, Liangzhe Han, Tongyu Zhu, Leilei Sun

Proceedings of the Knowledge Science, Engineering and Management, 2023

Sampling Spatial-Temporal Attention Network for Traffic Forecasting.

Mao Chen, Yi Xu, Liangzhe Han, Leilei Sun

Proceedings of the Knowledge Science, Engineering and Management, 2023

Community-based Dynamic Graph Learning for Popularity Prediction.

Shuo Ji, Xiaodong Lu, Mingzhe Liu, Leilei Sun, Chuanren Liu, Bowen Du, Hui Xiong

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Continuous-Time Graph Learning for Cascade Popularity Prediction.

Xiaodong Lu, Shuo Ji, Le Yu, Leilei Sun, Bowen Du, Tongyu Zhu

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

PBTR: Pre-training and Bidirectional Semantic Enhanced Trajectory Recovery.

Qiming Zhang, Tianxi Liao, Tongyu Zhu, Leilei Sun, Weifeng Lv

Proceedings of the Neural Information Processing - 30th International Conference, 2023

Self-optimizing Feature Generation via Categorical Hashing Representation and Hierarchical Reinforcement Crossing.

Wangyang Ying, Dongjie Wang, Kunpeng Liu, Leilei Sun, Yanjie Fu

Proceedings of the IEEE International Conference on Data Mining, 2023

PriSTI: A Conditional Diffusion Framework for Spatiotemporal Imputation.

Mingzhe Liu, Han Huang, Hao Feng, Leilei Sun, Bowen Du, Yanjie Fu

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

Pretraining Language Models with Text-Attributed Heterogeneous Graphs.

Tao Zou, Le Yu, Yifei Huang, Leilei Sun, Bowen Du

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Human-Instructed Deep Hierarchical Generative Learning for Automated Urban Planning.

Dongjie Wang, Lingfei Wu, Denghui Zhang, Jingbo Zhou, Leilei Sun, Yanjie Fu

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

Conditional Diffusion Based on Discrete Graph Structures for Molecular Graph Generation.

Han Huang, Leilei Sun, Bowen Du, Weifeng Lv

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

Generic and Dynamic Graph Representation Learning for Crowd Flow Modeling.

Liangzhe Han, Ruixing Zhang, Leilei Sun, Bowen Du, Yanjie Fu, Tongyu Zhu

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

Predicting Temporal Sets with Simplified Fully Connected Networks.

Le Yu, Zihang Liu, Tongyu Zhu, Leilei Sun, Bowen Du, Weifeng Lv

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Prediction of Treatment Medicines With Dual Adaptive Sequential Networks.

Yang An, Liang Zhang, Haoyu Yang, Leilei Sun, Bo Jin, Chuanren Liu, Ruiyun Yu, Xiaopeng Wei

IEEE Trans. Knowl. Data Eng., 2022

Taxi Demand Prediction Using Parallel Multi-Task Learning Model.

Chizhan Zhang, Fenghua Zhu, Xiao Wang, Leilei Sun, Haina Tang, Yisheng Lv

IEEE Trans. Intell. Transp. Syst., 2022

Multi-Semantic Path Representation Learning for Travel Time Estimation.

Liangzhe Han, Bowen Du, Jingjing Lin, Leilei Sun, Xucheng Li, Yizhou Peng

IEEE Trans. Intell. Transp. Syst., 2022

Graph Sequence Neural Network with an Attention Mechanism for Traffic Speed Prediction.

Zhilong Lu, Weifeng Lv, Zhipu Xie, Bowen Du, Guixi Xiong, Leilei Sun, Haiquan Wang

ACM Trans. Intell. Syst. Technol., 2022

Adaptive Spatio-temporal Graph Neural Network for traffic forecasting.

Xuxiang Ta, Zihan Liu, Xiao Hu, Le Yu, Leilei Sun, Bowen Du

Knowl. Based Syst., 2022

Response Prediction Based on Temporal and Spatial Deep Learning Model for Intelligent Structural Health Monitoring.

Bowen Du, Chunming Lin, Leilei Sun, Yangping Zhao, Linchao Li

IEEE Internet Things J., 2022

Modelling Evolutionary and Stationary User Preferences for Temporal Sets Prediction.

Le Yu, Zihang Liu, Tongyu Zhu, Leilei Sun, Bowen Du, Weifeng Lv

CoRR, 2022

Heterogeneous academic network embedding based multivariate random-walk model for predicting scientific impact.

Chunjing Xiao, Leilei Sun, Jianing Han, Yongwei Qiao

Appl. Intell., 2022

Element-guided Temporal Graph Representation Learning for Temporal Sets Prediction.

Le Yu, Guanghui Wu, Leilei Sun, Bowen Du, Weifeng Lv

Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

Spatial Semantic Learning for Travel Time Estimation.

Yi Xu, Leilei Sun, Bowen Du, Liangzhe Han

Proceedings of the Knowledge Science, Engineering and Management, 2022

Learning the Evolutionary and Multi-scale Graph Structure for Multivariate Time Series Forecasting.

Junchen Ye, Zihan Liu, Bowen Du, Leilei Sun, Weimiao Li, Yanjie Fu, Hui Xiong

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Continuous-Time and Multi-Level Graph Representation Learning for Origin-Destination Demand Prediction.

Liangzhe Han, Xiaojian Ma, Leilei Sun, Bowen Du, Yanjie Fu, Weifeng Lv, Hui Xiong

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Dynamic Graph Learning Based on Hierarchical Memory for Origin-Destination Demand Prediction.

Ruixing Zhang, Liangzhe Han, Boyi Liu, Jiayuan Zeng, Leilei Sun

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

GraphGDP: Generative Diffusion Processes for Permutation Invariant Graph Generation.

Han Huang, Leilei Sun, Bowen Du, Yanjie Fu, Weifeng Lv

Proceedings of the IEEE International Conference on Data Mining, 2022

Exploiting Global and Local Hierarchies for Hierarchical Text Classification.

Ting Jiang, Deqing Wang, Leilei Sun, Zhongzhi Chen, Fuzhen Zhuang, Qinghong Yang

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

2021

Automatic Treatment Regimen Design.

Leilei Sun, Chuanren Liu, Guoqing Chen, Chonghui Guo, Hui Xiong, Yanming Xie

IEEE Trans. Knowl. Data Eng., 2021

Traffic Demand Prediction Based on Dynamic Transition Convolutional Neural Network.

Bowen Du, Xiao Hu, Leilei Sun, Junming Liu, Yanan Qiao, Weifeng Lv

IEEE Trans. Intell. Transp. Syst., 2021

Deep multi-task learning with relational attention for business success prediction.

Jiejie Zhao, Bowen Du, Leilei Sun, Weifeng Lv, Yanchi Liu, Hui Xiong

Pattern Recognit., 2021

Deep Heterogeneous Network for Temporal Set Prediction.

Nannan Shi, Le Yu, Leilei Sun, Lihua Wang, Chunming Lin, Ruixing Zhang

Knowl. Based Syst., 2021

Deep spatio-temporal graph convolutional network for traffic accident prediction.

Le Yu, Bowen Du, Xiao Hu, Leilei Sun, Liangzhe Han, Weifeng Lv

Neurocomputing, 2021

Modelling the epidemic dynamics of COVID-19 with consideration of human mobility.

Bowen Du, Zirong Zhao, Jiejie Zhao, Le Yu, Leilei Sun, Weifeng Lv

Int. J. Data Sci. Anal., 2021

Landslide susceptibility prediction based on image semantic segmentation.

Bowen Du, Zirong Zhao, Xiao Hu, Guanghui Wu, Liangzhe Han, Leilei Sun, Qiang Gao

Comput. Geosci., 2021

Analysis for full face mechanical behaviors through spatial deduction model with real-time monitoring data.

Xuyan Tan, Yuhang Wang, Bowen Du, Junchen Ye, Weizhong Chen, Leilei Sun, Liping Li

CoRR, 2021

Representation Learning on Knowledge Graphs for Node Importance Estimation.

Han Huang, Leilei Sun, Bowen Du, Chuanren Liu, Weifeng Lv, Hui Xiong

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Dynamic and Multi-faceted Spatio-temporal Deep Learning for Traffic Speed Forecasting.

Liangzhe Han, Bowen Du, Leilei Sun, Yanjie Fu, Yisheng Lv, Hui Xiong

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Deep Human-guided Conditional Variational Generative Modeling for Automated Urban Planning.

Dongjie Wang, Kunpeng Liu, Pauline Johnson, Leilei Sun, Bowen Du, Yanjie Fu

Proceedings of the IEEE International Conference on Data Mining, 2021

Co-Prediction of Multimodal Transportation Demands With Self-learned Spatial Dependence.

Mingzhe Liu, Bowen Du, Leilei Sun

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

Coupled Layer-wise Graph Convolution for Transportation Demand Prediction.

Junchen Ye, Leilei Sun, Bowen Du, Yanjie Fu, Hui Xiong

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

LightXML: Transformer with Dynamic Negative Sampling for High-Performance Extreme Multi-label Text Classification.

Ting Jiang, Deqing Wang, Leilei Sun, Huayi Yang, Zhengyang Zhao, Fuzhen Zhuang

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Hybrid Micro/Macro Level Convolution for Heterogeneous Graph Learning.

Le Yu, Leilei Sun, Bowen Du, Chuanren Liu, Weifeng Lv, Hui Xiong

CoRR, 2020

Guaranteeing differential privacy for sequence predictions in bike sharing systems.

Zhipu Xie, Bowen Du, Shangfo Huang, Bo Huang, Leilei Sun, Weifeng Lv

Concurr. Comput. Pract. Exp., 2020

A fusion framework to extract typical treatment patterns from electronic medical records.

Jingfeng Chen, Leilei Sun, Chonghui Guo, Yanming Xie

Artif. Intell. Medicine, 2020

Abnormal Trajectory Detection Based on Geospatial Consistent Modeling.

Haiquan Wang, Jiachen Feng, Leilei Sun, Kaiqiang An, Guoping Liu, Xiang Wen, Runbo Hu, Hua Chai

IEEE Access, 2020

Fast Clustering by Affinity Propagation Based on Density Peaks.

Yang Li, Chonghui Guo, Leilei Sun

IEEE Access, 2020

Dual Sequential Network for Temporal Sets Prediction.

Leilei Sun, Yansong Bai, Bowen Du, Chuanren Liu, Hui Xiong, Weifeng Lv

Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Predicting Temporal Sets with Deep Neural Networks.

Le Yu, Leilei Sun, Bowen Du, Chuanren Liu, Hui Xiong, Weifeng Lv

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

Defending Water Treatment Networks: Exploiting Spatio-temporal Effects for Cyber Attack Detection.

Dongjie Wang, Pengyang Wang, Jingbo Zhou, Leilei Sun, Bowen Du, Yanjie Fu

Proceedings of the 20th IEEE International Conference on Data Mining, 2020

Visual Parsing with Query-Driven Global Graph Attention (QD-GGA): Preliminary Results for Handwritten Math Formula Recognition.

Mahshad Mahdavi, Leilei Sun, Richard Zanibbi

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Temporal Knowledge Graph Incremental Construction Model for Recommendation.

Chunjing Xiao, Leilei Sun, Wanlin Ji

Proceedings of the Web and Big Data - 4th International Joint Conference, 2020

High Order Semantic Relations-Based Temporal Recommendation Model by Collaborative Knowledge Graph Learning.

Yongwei Qiao, Leilei Sun, Chunjing Xiao

Proceedings of the Web and Big Data - 4th International Joint Conference, 2020

2019

Parallel Architecture of Convolutional Bi-Directional LSTM Neural Networks for Network-Wide Metro Ridership Prediction.

Xiaolei Ma, Jiyu Zhang, Bowen Du, Chuan Ding, Leilei Sun

IEEE Trans. Intell. Transp. Syst., 2019

CCODM: conditional co-occurrence degree matrix document representation method.

Wei Wei, Chonghui Guo, Jingfeng Chen, Lin Tang, Leilei Sun

Soft Comput., 2019

Unsupervised EEG feature extraction based on echo state network.

Leilei Sun, Bo Jin, Haoyu Yang, Jianing Tong, Chuanren Liu, Hui Xiong

Inf. Sci., 2019

CCSMR: A Combinatorial Category Space-Based Model for Recommendation.

Chunjing Xiao, Kewen Xia, Leilei Sun, Cong Xie, Yuxiang Zhang

IEEE Access, 2019

Passenger Behavior Prediction With Semantic and Multi-Pattern LSTM Model.

Haiquan Wang, Xin Wu, Leilei Sun, Bowen Du

IEEE Access, 2019

Traffic Accident Prediction Based on Deep Spatio-Temporal Analysis.

Le Yu, Bowen Du, Xiao Hu, Leilei Sun, Weifeng Lv, Runhe Huang

Proceedings of the 2019 IEEE SmartWorld, 2019

Urban Micro-Circulation Bus Planning Based on Temporal and Spatial Travel Demand.

Bowen Du, Yanan Qiao, Jiejie Zhao, Leilei Sun, Weifeng Lv, Runhe Huang

Proceedings of the 2019 IEEE SmartWorld, 2019

Multiple Relational Attention Network for Multi-task Learning.

Jiejie Zhao, Bowen Du, Leilei Sun, Fuzhen Zhuang, Weifeng Lv, Hui Xiong

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Co-Prediction of Multiple Transportation Demands Based on Deep Spatio-Temporal Neural Network.

Junchen Ye, Leilei Sun, Bowen Du, Yanjie Fu, Xinran Tong, Hui Xiong

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

2018

A data-driven framework of typical treatment process extraction and evaluation.

Jingfeng Chen, Leilei Sun, Chonghui Guo, Wei Wei, Yanming Xie

J. Biomed. Informatics, 2018

A Treatment Engine by Predicting Next-Period Prescriptions.

Bo Jin, Haoyu Yang, Leilei Sun, Chuanren Liu, Yue Qu, Jianing Tong

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

An Efficient Clustering Algorithm Based on Grid Density and its Application in Human Mobility Analysis.

Chonghui Guo, Zhenna Na, Leilei Sun, Xiaoguang Chen

Proceedings of the Integrated Uncertainty in Knowledge Modelling and Decision Making, 2018

2017

Fast affinity propagation clustering based on incomplete similarity matrix.

Leilei Sun, Chonghui Guo, Chuanren Liu, Hui Xiong

Knowl. Inf. Syst., 2017

Extended TODIM for multi-criteria group decision making based on unbalanced hesitant fuzzy linguistic term sets.

Wenyu Yu, Zhen Zhang, Qiuyan Zhong, Leilei Sun

Comput. Ind. Eng., 2017

A Data-driven Process Recommender Framework.

Sen Yang, Xin Dong, Leilei Sun, Yichen Zhou, Richard A. Farneth, Hui Xiong, Randall S. Burd, Ivan Marsic

Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

Functional Zone Based Hierarchical Demand Prediction For Bike System Expansion.

Junming Liu, Leilei Sun, Qiao Li, Jingci Ming, Yanchi Liu, Hui Xiong

Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

Effective and Real-time In-App Activity Analysis in Encrypted Internet Traffic Streams.

Junming Liu, Yanjie Fu, Jingci Ming, Yong Ren, Leilei Sun, Hui Xiong

Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

2016

Data-driven Automatic Treatment Regimen Development and Recommendation.

Leilei Sun, Chuanren Liu, Chonghui Guo, Hui Xiong, Yanming Xie

Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

Rebalancing Bike Sharing Systems: A Multi-source Data Smart Optimization.

Junming Liu, Leilei Sun, Weiwei Chen, Hui Xiong

Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

Characterizing the life cycle of point of interests using human mobility patterns.

Xinjiang Lu, Zhiwen Yu, Leilei Sun, Chuanren Liu, Hui Xiong, Chu Guan

Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2016

2014

Incremental Affinity Propagation Clustering Based on Message Passing.

Leilei Sun, Chonghui Guo

IEEE Trans. Knowl. Data Eng., 2014

2013

High Points Recognition Method of Scraped Surface Based on Background Subtraction.

Xiaopeng Li, Leilei Sun, Yonghong Liu

J. Digit. Inf. Manag., 2013