Leilei Sun

158 papers A* 38A 2Misc 1Journal 101Unranked 16
YearRankTypeTitle / Venue / Authors
2026 J jnl
Asymdapter: Asymmetric adapter architecture for efficient fine-tuning of segment-based trajectory representation models.
Knowl. Based Syst.
Tianxi Liao, Xuxiang Ta, Liangzhe Han, Yi Xu, Leilei Sun, Weifeng Lv
2026 A* conf
Behavior Tokens Speak Louder: Disentangled Explainable Recommendation with Behavior Vocabulary.
AAAI
Xinshun Feng, Mingzhe Liu, Yi Qiao, Tongyu Zhu, Leilei Sun, Shuai Wang
2026 J jnl
SigFormer: A Transformer for Signaling Data Augmentation via Location Reconstruction.
IEEE Trans. Mob. Comput.
Mingzhe Liu, Haiyang Jiang, Tongyu Zhu, Leilei Sun, Jibin Wang, Hao Sheng
2026 J jnl
SimPRL: A Simple Contrastive Learning for Path Representation Learning by Joint GPS Trajectories and Road Paths.
IEEE Trans. Intell. Transp. Syst.
Tianxi Liao, Xuxiang Ta, Yi Xu, Liangzhe Han, Leilei Sun, Weifeng Lv
2026 J jnl
The Sonar Moment: Benchmarking Audio-Language Models in Audio Geo-Localization.
CoRR
Ruixing Zhang, Zihang Liu, Leilei Sun, Tongyu Zhu, Weifeng Lv
2026 J jnl
Think over Trajectories: Leveraging Video Generation to Reconstruct GPS Trajectories from Cellular Signaling.
CoRR
Ruixing Zhang, Hanzhang Jiang, Leilei Sun, Liangzhe Han, Jibin Wang, Weifeng Lv
2025 J jnl
A Data-Driven Optimization Framework for Static Rebalancing Operations in Bike Sharing Systems.
INFORMS J. Comput.
Junming Liu, Weiwei Chen, Leilei Sun
2025 J jnl
Adaptive Sampling-based Dynamic Graph Learning for Information Diffusion Prediction.
ACM Trans. Inf. Syst.
Xiaodong Lu, Mingzhe Liu, Tongyu Zhu, Leilei Sun, Jibin Wang, Weifeng Lv, Yikun Ban, Deqing Wang
2025 J jnl
Behavior Tokens Speak Louder: Disentangled Explainable Recommendation with Behavior Vocabulary.
CoRR
Xinshun Feng, Mingzhe Liu, Yi Qiao, Tongyu Zhu, Leilei Sun, Shuai Wang
2025 J jnl
Dual-mask: Progressively sparse multi-task architecture learning.
Pattern Recognit.
Jiejie Zhao, Tongyu Zhu, Leilei Sun, Bowen Du, Haiquan Wang, Lei Huang
2025 J jnl
Evolving graph structure learning for multivariate time series forecasting.
Knowl. Based Syst.
Junchen Ye, Qian Liu, Zihan Liu, Weimiao Li, Tongyu Zhu, Leilei Sun, Bowen Du
2025 J jnl
Eyes Will Shut: A Vision-Based Next GPS Location Prediction Model by Reinforcement Learning from Visual Map Feed Back.
CoRR
Ruixing Zhang, Yang Zhang, Tongyu Zhu, Leilei Sun, Weifeng Lv
2025 J jnl
Generating evolving region embedding with memory-based graph for dynamic urban sensing.
Inf. Fusion
Yi Xu, Zerong Deng, Tongyu Zhu, Liangzhe Han, Leilei Sun, Zhuo Chen, Hao Sheng
2025 J jnl
JiuTian Chuanliu: A Large Spatiotemporal Model for General-purpose Dynamic Urban Sensing.
CoRR
Liangzhe Han, Leilei Sun, Tongyu Zhu, Tao Tao, Jibin Wang, Weifeng Lv
2025 — conf
Large-scale Human Mobility Data Regeneration for Open Urban Research.
KDD (1)
Ruixing Zhang, Yunqi Liu, Liangzhe Han, Leilei Sun, Chuanren Liu, Jibin Wang, Weifeng Lv
2025 J jnl
Memory-enhanced hierarchical and temporal semantic learning for multi-label patent classification.
Expert Syst. Appl.
Xuejie Xu, Yi Xu, Ziqi Miao, Jian Huang, Leilei Sun
2025 — conf
Position-Aware Neighbor Aggregation for Dynamic Link Prediction.
KDD (2)
Yumeng Zhou, Mingzhe Liu, Leilei Sun, Yifei Huang, Liangzhe Han, Chuanren Liu, Tongyu Zhu
2025 A* conf
RePST: Language Model Empowered Spatio-Temporal Forecasting via Semantic-Oriented Reprogramming.
IJCAI
Hao Wang, Jindong Han, Wei Fan, Leilei Sun, Hao Liu
2025 J jnl
STAR-Bench: Probing Deep Spatio-Temporal Reasoning as Audio 4D Intelligence.
CoRR
Zihan Liu, Zhikang Niu, Qiuyang Xiao, Zhisheng Zheng, Ruoqi Yuan, Yuhang Zang, Yuhang Cao, Xiaoyi Dong, Jianze Liang, Xie Chen, Leilei Sun, Dahua Lin, Jiaqi Wang
2025 J jnl
TS-MAE: A masked autoencoder for time series representation learning.
Inf. Sci.
Qian Liu, Junchen Ye, Haohan Liang, Leilei Sun, Bowen Du
2025 — conf
Towards Urban Semantic Cognition: Investigating the Capability of LLMs in Understanding Urban Areas.
ICONIP (1)
Mingzhe Liu, Zihang Xu, Kangting Xu, Tongyu Zhu, Leilei Sun
2025 J jnl
Urban In-Context Learning: Bridging Pretraining and Inference through Masked Diffusion for Urban Profiling.
CoRR
Ruixing Zhang, Bo Wang, Tongyu Zhu, Leilei Sun, Weifeng Lv
2025 A conf
Urban In-context Learning: A New Paradigm for Urban Indicator Prediction.
CIKM
Zerong Deng, Liangzhe Han, Tongyu Zhu, Ziqi Miao, Yi Xu, Leilei Sun
2024 J jnl
Adaptive Taxonomy Learning and Historical Patterns Modeling for Patent Classification.
ACM Trans. Inf. Syst.
Tao Zou, Le Yu, Junchen Ye, Leilei Sun, Bowen Du, Deqing Wang
2024 A* conf
An NCDE-based Framework for Universal Representation Learning of Time Series.
IJCAI
Zihan Liu, Bowen Du, Junchen Ye, Xianqing Wen, Leilei Sun
2024 J jnl
Bootstrapping on Continuous-Time Dynamic Graphs for Crowd Flow Modeling.
IEEE Trans. Knowl. Data Eng.
Yi Xu, Liangzhe Han, Leilei Sun, Bowen Du, Chuanren Liu, Hui Xiong
2024 A* conf
Co-Neighbor Encoding Schema: A Light-cost Structure Encoding Method for Dynamic Link Prediction.
KDD
Ke Cheng, Linzhi Peng, Junchen Ye, Leilei Sun, Bowen Du
2024 J jnl
Co-Neighbor Encoding Schema: A Light-cost Structure Encoding Method for Dynamic Link Prediction.
CoRR
Ke Cheng, Linzhi Peng, Junchen Ye, Leilei Sun, Bowen Du
2024 J jnl
Continuous-Time User Preference Modelling for Temporal Sets Prediction.
IEEE Trans. Knowl. Data Eng.
Le Yu, Zihang Liu, Leilei Sun, Bowen Du, Chuanren Liu, Weifeng Lv
2024 J jnl
Continuous-Time and Discrete-Time Representation Learning for Origin-Destination Demand Prediction.
IEEE Trans. Intell. Transp. Syst.
Yi Xu, Liangzhe Han, Tongyu Zhu, Leilei Sun, Bowen Du, Weifeng Lv
2024 A* conf
DyGKT: Dynamic Graph Learning for Knowledge Tracing.
KDD
Ke Cheng, Linzhi Peng, Pengyang Wang, Junchen Ye, Leilei Sun, Bowen Du
2024 J jnl
DyGKT: Dynamic Graph Learning for Knowledge Tracing.
CoRR
Ke Cheng, Linzhi Peng, Pengyang Wang, Junchen Ye, Leilei Sun, Bowen Du
2024 J jnl
Event-Based Dynamic Graph Representation Learning for Patent Application Trend Prediction.
IEEE Trans. Knowl. Data Eng.
Tao Zou, Le Yu, Leilei Sun, Bowen Du, Deqing Wang, Fuzhen Zhuang
2024 J jnl
Exploring Urbanization Strategies by Dissecting Aggregate Crowd Behaviors: A Case Study in China.
Syst.
Yanbin Li, Xingyao Song, Leilei Sun, Castiel Chen Zhuang, Jiayi Liu, Meng Yang
2024 J jnl
Hierarchical Context Representation and Self-Adaptive Thresholding for Multivariate Anomaly Detection.
IEEE Trans. Knowl. Data Eng.
Chunming Lin, Bowen Du, Leilei Sun, Linchao Li
2024 A* conf
Improving Temporal Link Prediction via Temporal Walk Matrix Projection.
NeurIPS
Xiaodong Lu, Leilei Sun, Tongyu Zhu, Weifeng Lv
2024 J jnl
Improving Temporal Link Prediction via Temporal Walk Matrix Projection.
CoRR
Xiaodong Lu, Leilei Sun, Tongyu Zhu, Weifeng Lv
2024 J jnl
Learning Joint 2-D and 3-D Graph Diffusion Models for Complete Molecule Generation.
IEEE Trans. Neural Networks Learn. Syst.
Han Huang, Leilei Sun, Bowen Du, Weifeng Lv
2024 J jnl
Learning solid dynamics with graph neural network.
Inf. Sci.
Bohao Li, Bowen Du, Junchen Ye, Jiajing Huang, Leilei Sun, Jinyan Feng
2024 J jnl
MFGCN: Multi-faceted spatial and temporal specific graph convolutional network for traffic-flow forecasting.
Knowl. Based Syst.
Jingwen Tian, Liangzhe Han, Mao Chen, Yi Xu, Zhuo Chen, Tongyu Zhu, Leilei Sun, Weifeng Lv
2024 A* conf
MemMap: An Adaptive and Latent Memory Structure for Dynamic Graph Learning.
KDD
Shuo Ji, Mingzhe Liu, Leilei Sun, Chuanren Liu, Tongyu Zhu
2024 J jnl
Multi-Faceted Route Representation Learning for Travel Time Estimation.
IEEE Trans. Intell. Transp. Syst.
Tianxi Liao, Liangzhe Han, Yi Xu, Tongyu Zhu, Leilei Sun, Bowen Du
2024 — conf
Multi-mode Spatial-Temporal Data Modeling with Fully Connected Networks.
KSEM (3)
Zihang Liu, Le Yu, Weimiao Li, Tongyu Zhu, Leilei Sun
2024 J jnl
MvTS-library: An open library for deep multivariate time series forecasting.
Knowl. Based Syst.
Junchen Ye, Weimiao Li, Zhixin Zhang, Tongyu Zhu, Leilei Sun, Bowen Du
2024 J jnl
Research on Foundation Model for Spatial Data Intelligence: China's 2024 White Paper on Strategic Development of Spatial Data Intelligence.
CoRR
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
2024 J jnl
Temporal Graph Network for continuous-time dynamic event sequence.
Knowl. Based Syst.
Ke Cheng, Junchen Ye, Xiaodong Lu, Leilei Sun, Bowen Du
2024 J jnl
Temporal-aware structure-semantic-coupled graph network for traffic forecasting.
Inf. Fusion
Mao Chen, Liangzhe Han, Yi Xu, Tongyu Zhu, Jibin Wang, Leilei Sun
2023 J jnl
A Simple Framework for Multi-mode Spatial-Temporal Data Modeling.
CoRR
Zihang Liu, Le Yu, Tongyu Zhu, Leilei Sun
2023 J jnl
A graph attention fusion network for event-driven traffic speed prediction.
Inf. Sci.
Zekun Qiu, Tongyu Zhu, Yuhui Jin, Leilei Sun, Bowen Du
2023 J jnl
Adaptive Taxonomy Learning and Historical Patterns Modelling for Patent Classification.
CoRR
Tao Zou, Le Yu, Leilei Sun, Bowen Du, Deqing Wang, Fuzhen Zhuang
2023 J jnl
Automated urban planning aware spatial hierarchies and human instructions.
Knowl. Inf. Syst.
Dongjie Wang, Kunpeng Liu, Yanyong Huang, Leilei Sun, Bowen Du, Yanjie Fu
2023 A* conf
Community-based Dynamic Graph Learning for Popularity Prediction.
KDD
Shuo Ji, Xiaodong Lu, Mingzhe Liu, Leilei Sun, Chuanren Liu, Bowen Du, Hui Xiong
2023 A* conf
Conditional Diffusion Based on Discrete Graph Structures for Molecular Graph Generation.
AAAI
Han Huang, Leilei Sun, Bowen Du, Weifeng Lv
2023 J jnl
Conditional Diffusion Based on Discrete Graph Structures for Molecular Graph Generation.
CoRR
Han Huang, Leilei Sun, Bowen Du, Weifeng Lv
2023 A* conf
Continuous-Time Graph Learning for Cascade Popularity Prediction.
IJCAI
Xiaodong Lu, Shuo Ji, Le Yu, Leilei Sun, Bowen Du, Tongyu Zhu
2023 J jnl
Continuous-Time Graph Learning for Cascade Popularity Prediction.
CoRR
Xiaodong Lu, Shuo Ji, Le Yu, Leilei Sun, Bowen Du, Tongyu Zhu
2023 J jnl
Deep multi-task learning with flexible and compact architecture search.
Int. J. Data Sci. Anal.
Jiejie Zhao, Weifeng Lv, Bowen Du, Junchen Ye, Leilei Sun, Guixi Xiong
2023 J jnl
Embedding Disentanglement in Graph Convolutional Networks for Recommendation.
IEEE Trans. Knowl. Data Eng.
Tianyu Zhu, Leilei Sun, Guoqing Chen
2023 J jnl
Event-based Dynamic Graph Representation Learning for Patent Application Trend Prediction.
CoRR
Tao Zou, Le Yu, Leilei Sun, Bowen Du, Deqing Wang, Fuzhen Zhuang
2023 J jnl
GAN-Based Anomaly Detection for Multivariate Time Series Using Polluted Training Set.
IEEE Trans. Knowl. Data Eng.
Bowen Du, Xuanxuan Sun, Junchen Ye, Ke Cheng, Jingyuan Wang, Leilei Sun
2023 J jnl
Generic Dynamic Graph Convolutional Network for traffic flow forecasting.
Inf. Fusion
Yi Xu, Liangzhe Han, Tongyu Zhu, Leilei Sun, Bowen Du, Weifeng Lv
2023 A* conf
Generic and Dynamic Graph Representation Learning for Crowd Flow Modeling.
AAAI
Liangzhe Han, Ruixing Zhang, Leilei Sun, Bowen Du, Yanjie Fu, Tongyu Zhu
2023 J jnl
Graph-Based Embedding Smoothing for Sequential Recommendation.
IEEE Trans. Knowl. Data Eng.
Tianyu Zhu, Leilei Sun, Guoqing Chen
2023 J jnl
Heterogeneous Graph Representation Learning With Relation Awareness.
IEEE Trans. Knowl. Data Eng.
Le Yu, Leilei Sun, Bowen Du, Chuanren Liu, Weifeng Lv, Hui Xiong
2023 A conf
Hierarchical Reinforced Urban Planning: Jointly Steering Region and Block Configurations.
SDM
Pengfei Wang, Daniel Wang, Kunpeng Liu, Dongjie Wang, Yuanchun Zhou, Leilei Sun, Yanjie Fu
2023 A* conf
Human-Instructed Deep Hierarchical Generative Learning for Automated Urban Planning.
AAAI
Dongjie Wang, Lingfei Wu, Denghui Zhang, Jingbo Zhou, Leilei Sun, Yanjie Fu
2023 J jnl
Label-Enhanced Graph Neural Network for Semi-Supervised Node Classification.
IEEE Trans. Knowl. Data Eng.
Le Yu, Leilei Sun, Bowen Du, Tongyu Zhu, Weifeng Lv
2023 J jnl
Learning Joint 2D & 3D Diffusion Models for Complete Molecule Generation.
CoRR
Han Huang, Leilei Sun, Bowen Du, Weifeng Lv
2023 — conf
Multivariate Long-Term Traffic Forecasting with Graph Convolutional Network and Historical Attention Mechanism.
KSEM (4)
Zhaohuan Wang, Yi Xu, Liangzhe Han, Tongyu Zhu, Leilei Sun
2023 — conf
PBTR: Pre-training and Bidirectional Semantic Enhanced Trajectory Recovery.
ICONIP (12)
Qiming Zhang, Tianxi Liao, Tongyu Zhu, Leilei Sun, Weifeng Lv
2023 A* conf
Predicting Temporal Sets with Simplified Fully Connected Networks.
AAAI
Le Yu, Zihang Liu, Tongyu Zhu, Leilei Sun, Bowen Du, Weifeng Lv
2023 — conf
Pretraining Language Models with Text-Attributed Heterogeneous Graphs.
EMNLP (Findings)
Tao Zou, Le Yu, Yifei Huang, Leilei Sun, Bowen Du
2023 J jnl
Pretraining Language Models with Text-Attributed Heterogeneous Graphs.
CoRR
Tao Zou, Le Yu, Yifei Huang, Leilei Sun, Bowen Du
2023 A* conf
PriSTI: A Conditional Diffusion Framework for Spatiotemporal Imputation.
ICDE
Mingzhe Liu, Han Huang, Hao Feng, Leilei Sun, Bowen Du, Yanjie Fu
2023 J jnl
PriSTI: A Conditional Diffusion Framework for Spatiotemporal Imputation.
CoRR
Mingzhe Liu, Han Huang, Hao Feng, Leilei Sun, Bowen Du, Yanjie Fu
2023 J jnl
Regions are Who Walk Them: a Large Pre-trained Spatiotemporal Model Based on Human Mobility for Ubiquitous Urban Sensing.
CoRR
Ruixing Zhang, Liangzhe Han, Leilei Sun, Yunqi Liu, Jibin Wang, Weifeng Lv
2023 — conf
Sampling Spatial-Temporal Attention Network for Traffic Forecasting.
KSEM (2)
Mao Chen, Yi Xu, Liangzhe Han, Leilei Sun
2023 A* conf
Self-optimizing Feature Generation via Categorical Hashing Representation and Hierarchical Reinforcement Crossing.
ICDM
Wangyang Ying, Dongjie Wang, Kunpeng Liu, Leilei Sun, Yanjie Fu
2023 J jnl
Self-optimizing Feature Generation via Categorical Hashing Representation and Hierarchical Reinforcement Crossing.
CoRR
Wangyang Ying, Dongjie Wang, Kunpeng Liu, Leilei Sun, Yanjie Fu
2023 J jnl
Spatio-Temporal AutoEncoder for Traffic Flow Prediction.
IEEE Trans. Intell. Transp. Syst.
Mingzhe Liu, Tongyu Zhu, Junchen Ye, Qingxin Meng, Leilei Sun, Bowen Du
2023 A* conf
Towards Better Dynamic Graph Learning: New Architecture and Unified Library.
NeurIPS
Le Yu, Leilei Sun, Bowen Du, Weifeng Lv
2023 J jnl
Towards Better Dynamic Graph Learning: New Architecture and Unified Library.
CoRR
Le Yu, Leilei Sun, Bowen Du, Weifeng Lv
2023 J jnl
Traffic Flow Prediction Based on Spatiotemporal Potential Energy Fields.
IEEE Trans. Knowl. Data Eng.
Jingyuan Wang, Jiahao Ji, Zhe Jiang, Leilei Sun
2022 J jnl
Adaptive Spatio-temporal Graph Neural Network for traffic forecasting.
Knowl. Based Syst.
Xuxiang Ta, Zihan Liu, Xiao Hu, Le Yu, Leilei Sun, Bowen Du
2022 A* conf
Continuous-Time and Multi-Level Graph Representation Learning for Origin-Destination Demand Prediction.
KDD
Liangzhe Han, Xiaojian Ma, Leilei Sun, Bowen Du, Yanjie Fu, Weifeng Lv, Hui Xiong
2022 J jnl
Continuous-Time and Multi-Level Graph Representation Learning for Origin-Destination Demand Prediction.
CoRR
Liangzhe Han, Xiaojian Ma, Leilei Sun, Bowen Du, Yanjie Fu, Weifeng Lv, Hui Xiong
2022 A* conf
Dynamic Graph Learning Based on Hierarchical Memory for Origin-Destination Demand Prediction.
IJCAI
Ruixing Zhang, Liangzhe Han, Boyi Liu, Jiayuan Zeng, Leilei Sun
2022 J jnl
Dynamic Graph Learning Based on Hierarchical Memory for Origin-Destination Demand Prediction.
CoRR
Ruixing Zhang, Liangzhe Han, Boyi Liu, Jiayuan Zeng, Leilei Sun
2022 A* conf
Element-guided Temporal Graph Representation Learning for Temporal Sets Prediction.
WWW
Le Yu, Guanghui Wu, Leilei Sun, Bowen Du, Weifeng Lv
2022 A* conf
Exploiting Global and Local Hierarchies for Hierarchical Text Classification.
EMNLP
Ting Jiang, Deqing Wang, Leilei Sun, Zhongzhi Chen, Fuzhen Zhuang, Qinghong Yang
2022 J jnl
Exploiting Global and Local Hierarchies for Hierarchical Text Classification.
CoRR
Ting Jiang, Deqing Wang, Leilei Sun, Zhongzhi Chen, Fuzhen Zhuang, Qinghong Yang
2022 J jnl
Graph Sequence Neural Network with an Attention Mechanism for Traffic Speed Prediction.
ACM Trans. Intell. Syst. Technol.
Zhilong Lu, Weifeng Lv, Zhipu Xie, Bowen Du, Guixi Xiong, Leilei Sun, Haiquan Wang
2022 A* conf
GraphGDP: Generative Diffusion Processes for Permutation Invariant Graph Generation.
ICDM
Han Huang, Leilei Sun, Bowen Du, Yanjie Fu, Weifeng Lv
2022 J jnl
GraphGDP: Generative Diffusion Processes for Permutation Invariant Graph Generation.
CoRR
Han Huang, Leilei Sun, Bowen Du, Yanjie Fu, Weifeng Lv
2022 J jnl
Heterogeneous academic network embedding based multivariate random-walk model for predicting scientific impact.
Appl. Intell.
Chunjing Xiao, Leilei Sun, Jianing Han, Yongwei Qiao
2022 J jnl
Human-instructed Deep Hierarchical Generative Learning for Automated Urban Planning.
CoRR
Dongjie Wang, Lingfei Wu, Denghui Zhang, Jingbo Zhou, Leilei Sun, Yanjie Fu
2022 J jnl
Label-Enhanced Graph Neural Network for Semi-supervised Node Classification.
CoRR
Le Yu, Leilei Sun, Bowen Du, Tongyu Zhu, Weifeng Lv
2022 A* conf
Learning the Evolutionary and Multi-scale Graph Structure for Multivariate Time Series Forecasting.
KDD
Junchen Ye, Zihan Liu, Bowen Du, Leilei Sun, Weimiao Li, Yanjie Fu, Hui Xiong
2022 J jnl
Learning the Evolutionary and Multi-scale Graph Structure for Multivariate Time Series Forecasting.
CoRR
Junchen Ye, Zihan Liu, Bowen Du, Leilei Sun, Weimiao Li, Yanjie Fu, Hui Xiong
2022 J jnl
Modelling Evolutionary and Stationary User Preferences for Temporal Sets Prediction.
CoRR
Le Yu, Zihang Liu, Tongyu Zhu, Leilei Sun, Bowen Du, Weifeng Lv
2022 J jnl
Multi-Semantic Path Representation Learning for Travel Time Estimation.
IEEE Trans. Intell. Transp. Syst.
Liangzhe Han, Bowen Du, Jingjing Lin, Leilei Sun, Xucheng Li, Yizhou Peng
2022 J jnl
Prediction of Treatment Medicines With Dual Adaptive Sequential Networks.
IEEE Trans. Knowl. Data Eng.
Yang An, Liang Zhang, Haoyu Yang, Leilei Sun, Bo Jin, Chuanren Liu, Ruiyun Yu, Xiaopeng Wei
2022 J jnl
Response Prediction Based on Temporal and Spatial Deep Learning Model for Intelligent Structural Health Monitoring.
IEEE Internet Things J.
Bowen Du, Chunming Lin, Leilei Sun, Yangping Zhao, Linchao Li
2022 — conf
Spatial Semantic Learning for Travel Time Estimation.
KSEM (3)
Yi Xu, Leilei Sun, Bowen Du, Liangzhe Han
2022 J jnl
Taxi Demand Prediction Using Parallel Multi-Task Learning Model.
IEEE Trans. Intell. Transp. Syst.
Chizhan Zhang, Fenghua Zhu, Xiao Wang, Leilei Sun, Haina Tang, Yisheng Lv
2021 J jnl
Analysis for full face mechanical behaviors through spatial deduction model with real-time monitoring data.
CoRR
Xuyan Tan, Yuhang Wang, Bowen Du, Junchen Ye, Weizhong Chen, Leilei Sun, Liping Li
2021 J jnl
Automatic Treatment Regimen Design.
IEEE Trans. Knowl. Data Eng.
Leilei Sun, Chuanren Liu, Guoqing Chen, Chonghui Guo, Hui Xiong, Yanming Xie
2021 — conf
Co-Prediction of Multimodal Transportation Demands With Self-learned Spatial Dependence.
IEEE BigData
Mingzhe Liu, Bowen Du, Leilei Sun
2021 A* conf
Coupled Layer-wise Graph Convolution for Transportation Demand Prediction.
AAAI
Junchen Ye, Leilei Sun, Bowen Du, Yanjie Fu, Hui Xiong
2021 J jnl
Deep Heterogeneous Network for Temporal Set Prediction.
Knowl. Based Syst.
Nannan Shi, Le Yu, Leilei Sun, Lihua Wang, Chunming Lin, Ruixing Zhang
2021 A* conf
Deep Human-guided Conditional Variational Generative Modeling for Automated Urban Planning.
ICDM
Dongjie Wang, Kunpeng Liu, Pauline Johnson, Leilei Sun, Bowen Du, Yanjie Fu
2021 J jnl
Deep Human-guided Conditional Variational Generative Modeling for Automated Urban Planning.
CoRR
Dongjie Wang, Kunpeng Liu, Pauline Johnson, Leilei Sun, Bowen Du, Yanjie Fu
2021 J jnl
Deep multi-task learning with relational attention for business success prediction.
Pattern Recognit.
Jiejie Zhao, Bowen Du, Leilei Sun, Weifeng Lv, Yanchi Liu, Hui Xiong
2021 J jnl
Deep spatio-temporal graph convolutional network for traffic accident prediction.
Neurocomputing
Le Yu, Bowen Du, Xiao Hu, Leilei Sun, Liangzhe Han, Weifeng Lv
2021 A* conf
Dynamic and Multi-faceted Spatio-temporal Deep Learning for Traffic Speed Forecasting.
KDD
Liangzhe Han, Bowen Du, Leilei Sun, Yanjie Fu, Yisheng Lv, Hui Xiong
2021 J jnl
Heterogeneous Graph Representation Learning with Relation Awareness.
CoRR
Le Yu, Leilei Sun, Bowen Du, Chuanren Liu, Weifeng Lv, Hui Xiong
2021 J jnl
Landslide susceptibility prediction based on image semantic segmentation.
Comput. Geosci.
Bowen Du, Zirong Zhao, Xiao Hu, Guanghui Wu, Liangzhe Han, Leilei Sun, Qiang Gao
2021 A* conf
LightXML: Transformer with Dynamic Negative Sampling for High-Performance Extreme Multi-label Text Classification.
AAAI
Ting Jiang, Deqing Wang, Leilei Sun, Huayi Yang, Zhengyang Zhao, Fuzhen Zhuang
2021 J jnl
LightXML: Transformer with Dynamic Negative Sampling for High-Performance Extreme Multi-label Text Classification.
CoRR
Ting Jiang, Deqing Wang, Leilei Sun, Huayi Yang, Zhengyang Zhao, Fuzhen Zhuang
2021 J jnl
Modelling the epidemic dynamics of COVID-19 with consideration of human mobility.
Int. J. Data Sci. Anal.
Bowen Du, Zirong Zhao, Jiejie Zhao, Le Yu, Leilei Sun, Weifeng Lv
2021 A* conf
Representation Learning on Knowledge Graphs for Node Importance Estimation.
KDD
Han Huang, Leilei Sun, Bowen Du, Chuanren Liu, Weifeng Lv, Hui Xiong
2021 J jnl
Traffic Demand Prediction Based on Dynamic Transition Convolutional Neural Network.
IEEE Trans. Intell. Transp. Syst.
Bowen Du, Xiao Hu, Leilei Sun, Junming Liu, Yanan Qiao, Weifeng Lv
2020 J jnl
A fusion framework to extract typical treatment patterns from electronic medical records.
Artif. Intell. Medicine
Jingfeng Chen, Leilei Sun, Chonghui Guo, Yanming Xie
2020 J jnl
Abnormal Trajectory Detection Based on Geospatial Consistent Modeling.
IEEE Access
Haiquan Wang, Jiachen Feng, Leilei Sun, Kaiqiang An, Guoping Liu, Xiang Wen, Runbo Hu, Hua Chai
2020 J jnl
Coupled Layer-wise Graph Convolution for Transportation Demand Prediction.
CoRR
Junchen Ye, Leilei Sun, Bowen Du, Yanjie Fu, Hui Xiong
2020 A* conf
Defending Water Treatment Networks: Exploiting Spatio-temporal Effects for Cyber Attack Detection.
ICDM
Dongjie Wang, Pengyang Wang, Jingbo Zhou, Leilei Sun, Bowen Du, Yanjie Fu
2020 J jnl
Defending Water Treatment Networks: Exploiting Spatio-temporal Effects for Cyber Attack Detection.
CoRR
Dongjie Wang, Pengyang Wang, Jingbo Zhou, Leilei Sun, Bowen Du, Yanjie Fu
2020 A* conf
Dual Sequential Network for Temporal Sets Prediction.
SIGIR
Leilei Sun, Yansong Bai, Bowen Du, Chuanren Liu, Hui Xiong, Weifeng Lv
2020 J jnl
Fast Clustering by Affinity Propagation Based on Density Peaks.
IEEE Access
Yang Li, Chonghui Guo, Leilei Sun
2020 J jnl
Guaranteeing differential privacy for sequence predictions in bike sharing systems.
Concurr. Comput. Pract. Exp.
Zhipu Xie, Bowen Du, Shangfo Huang, Bo Huang, Leilei Sun, Weifeng Lv
2020 — conf
High Order Semantic Relations-Based Temporal Recommendation Model by Collaborative Knowledge Graph Learning.
APWeb/WAIM (1)
Yongwei Qiao, Leilei Sun, Chunjing Xiao
2020 J jnl
Hybrid Micro/Macro Level Convolution for Heterogeneous Graph Learning.
CoRR
Le Yu, Leilei Sun, Bowen Du, Chuanren Liu, Weifeng Lv, Hui Xiong
2020 A* conf
Predicting Temporal Sets with Deep Neural Networks.
KDD
Le Yu, Leilei Sun, Bowen Du, Chuanren Liu, Hui Xiong, Weifeng Lv
2020 J jnl
Predicting Temporal Sets with Deep Neural Networks.
CoRR
Le Yu, Leilei Sun, Bowen Du, Chuanren Liu, Hui Xiong, Weifeng Lv
2020 — conf
Temporal Knowledge Graph Incremental Construction Model for Recommendation.
APWeb/WAIM (1)
Chunjing Xiao, Leilei Sun, Wanlin Ji
2020 — conf
Visual Parsing with Query-Driven Global Graph Attention (QD-GGA): Preliminary Results for Handwritten Math Formula Recognition.
CVPR Workshops
Mahshad Mahdavi, Leilei Sun, Richard Zanibbi
2019 J jnl
CCODM: conditional co-occurrence degree matrix document representation method.
Soft Comput.
Wei Wei, Chonghui Guo, Jingfeng Chen, Lin Tang, Leilei Sun
2019 J jnl
CCSMR: A Combinatorial Category Space-Based Model for Recommendation.
IEEE Access
Chunjing Xiao, Kewen Xia, Leilei Sun, Cong Xie, Yuxiang Zhang
2019 A* conf
Co-Prediction of Multiple Transportation Demands Based on Deep Spatio-Temporal Neural Network.
KDD
Junchen Ye, Leilei Sun, Bowen Du, Yanjie Fu, Xinran Tong, Hui Xiong
2019 A* conf
Multiple Relational Attention Network for Multi-task Learning.
KDD
Jiejie Zhao, Bowen Du, Leilei Sun, Fuzhen Zhuang, Weifeng Lv, Hui Xiong
2019 J jnl
Parallel Architecture of Convolutional Bi-Directional LSTM Neural Networks for Network-Wide Metro Ridership Prediction.
IEEE Trans. Intell. Transp. Syst.
Xiaolei Ma, Jiyu Zhang, Bowen Du, Chuan Ding, Leilei Sun
2019 J jnl
Passenger Behavior Prediction With Semantic and Multi-Pattern LSTM Model.
IEEE Access
Haiquan Wang, Xin Wu, Leilei Sun, Bowen Du
2019 — conf
Traffic Accident Prediction Based on Deep Spatio-Temporal Analysis.
SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI
Le Yu, Bowen Du, Xiao Hu, Leilei Sun, Weifeng Lv, Runhe Huang
2019 J jnl
Unsupervised EEG feature extraction based on echo state network.
Inf. Sci.
Leilei Sun, Bo Jin, Haoyu Yang, Jianing Tong, Chuanren Liu, Hui Xiong
2019 — conf
Urban Micro-Circulation Bus Planning Based on Temporal and Spatial Travel Demand.
SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI
Bowen Du, Yanan Qiao, Jiejie Zhao, Leilei Sun, Weifeng Lv, Runhe Huang
2018 A* conf
A Treatment Engine by Predicting Next-Period Prescriptions.
KDD
Bo Jin, Haoyu Yang, Leilei Sun, Chuanren Liu, Yue Qu, Jianing Tong
2018 J jnl
A data-driven framework of typical treatment process extraction and evaluation.
J. Biomed. Informatics
Jingfeng Chen, Leilei Sun, Chonghui Guo, Wei Wei, Yanming Xie
2018 — conf
An Efficient Clustering Algorithm Based on Grid Density and its Application in Human Mobility Analysis.
IUKM
Chonghui Guo, Zhenna Na, Leilei Sun, Xiaoguang Chen
2017 A* conf
A Data-driven Process Recommender Framework.
KDD
Sen Yang, Xin Dong, Leilei Sun, Yichen Zhou, Richard A. Farneth, Hui Xiong, Randall S. Burd, Ivan Marsic
2017 A* conf
Effective and Real-time In-App Activity Analysis in Encrypted Internet Traffic Streams.
KDD
Junming Liu, Yanjie Fu, Jingci Ming, Yong Ren, Leilei Sun, Hui Xiong
2017 J jnl
Extended TODIM for multi-criteria group decision making based on unbalanced hesitant fuzzy linguistic term sets.
Comput. Ind. Eng.
Wenyu Yu, Zhen Zhang, Qiuyan Zhong, Leilei Sun
2017 J jnl
Fast affinity propagation clustering based on incomplete similarity matrix.
Knowl. Inf. Syst.
Leilei Sun, Chonghui Guo, Chuanren Liu, Hui Xiong
2017 A* conf
Functional Zone Based Hierarchical Demand Prediction For Bike System Expansion.
KDD
Junming Liu, Leilei Sun, Qiao Li, Jingci Ming, Yanchi Liu, Hui Xiong
2016 Misc conf
Characterizing the life cycle of point of interests using human mobility patterns.
UbiComp
Xinjiang Lu, Zhiwen Yu, Leilei Sun, Chuanren Liu, Hui Xiong, Chu Guan
2016 A* conf
Data-driven Automatic Treatment Regimen Development and Recommendation.
KDD
Leilei Sun, Chuanren Liu, Chonghui Guo, Hui Xiong, Yanming Xie
2016 A* conf
Rebalancing Bike Sharing Systems: A Multi-source Data Smart Optimization.
KDD
Junming Liu, Leilei Sun, Weiwei Chen, Hui Xiong
2014 J jnl
Incremental Affinity Propagation Clustering Based on Message Passing.
IEEE Trans. Knowl. Data Eng.
Leilei Sun, Chonghui Guo
2013 J jnl
High Points Recognition Method of Scraped Surface Based on Background Subtraction.
J. Digit. Inf. Manag.
Xiaopeng Li, Leilei Sun, Yonghong Liu