High Points Recognition Method of Scraped Surface Based on Background Subtraction. - Xiaopeng Li; Leilei Sun; Yonghong Liu (J. Digit. Inf. Manag., 2013)

Incremental Affinity Propagation Clustering Based on Message Passing. - Leilei Sun; Chonghui Guo (IEEE Trans. Knowl. Data Eng., 2014)

Characterizing the life cycle of point of interests using human mobility patterns. - Xinjiang Lu; Zhiwen Yu 001; Leilei Sun; Chuanren Liu; Hui Xiong 001; Chu Guan (UbiComp, 2016)

Rebalancing Bike Sharing Systems: A Multi-source Data Smart Optimization. - Junming Liu; Leilei Sun; Weiwei Chen 003; Hui Xiong 001 (KDD, 2016)

Data-driven Automatic Treatment Regimen Development and Recommendation. - Leilei Sun; Chuanren Liu; Chonghui Guo; Hui Xiong 001; Yanming Xie (KDD, 2016)

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 001 (KDD, 2017)

Functional Zone Based Hierarchical Demand Prediction For Bike System Expansion. - Junming Liu; Leilei Sun; Qiao Li; Jingci Ming; Yanchi Liu; Hui Xiong 001 (KDD, 2017)

A Data-driven Process Recommender Framework. - Sen Yang 002; Xin Dong 010; Leilei Sun; Yichen Zhou; Richard A. Farneth; Hui Xiong 001; Randall S. Burd; Ivan Marsic (KDD, 2017)

Extended TODIM for multi-criteria group decision making based on unbalanced hesitant fuzzy linguistic term sets. - Wenyu Yu; Zhen Zhang 002; Qiuyan Zhong; Leilei Sun (Comput. Ind. Eng., 2017)

Fast affinity propagation clustering based on incomplete similarity matrix. - Leilei Sun; Chonghui Guo; Chuanren Liu; Hui Xiong 001 (Knowl. Inf. Syst., 2017)

An Efficient Clustering Algorithm Based on Grid Density and its Application in Human Mobility Analysis. - Chonghui Guo; Zhenna Na; Leilei Sun; Xiaoguang Chen (IUKM, 2018)

A Treatment Engine by Predicting Next-Period Prescriptions. - Bo Jin 001; Haoyu Yang; Leilei Sun; Chuanren Liu; Yue Qu; Jianing Tong (KDD, 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)

Co-Prediction of Multiple Transportation Demands Based on Deep Spatio-Temporal Neural Network. - Junchen Ye; Leilei Sun; Bowen Du 001; Yanjie Fu; Xinran Tong; Hui Xiong 001 (KDD, 2019)

Multiple Relational Attention Network for Multi-task Learning. - Jiejie Zhao; Bowen Du 001; Leilei Sun; Fuzhen Zhuang; Weifeng Lv; Hui Xiong 001 (KDD, 2019)

Urban Micro-Circulation Bus Planning Based on Temporal and Spatial Travel Demand. - Bowen Du 001; Yanan Qiao; Jiejie Zhao; Leilei Sun; Weifeng Lv; Runhe Huang (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI, 2019)

Traffic Accident Prediction Based on Deep Spatio-Temporal Analysis. - Le Yu 004; Bowen Du 001; Xiao Hu 006; Leilei Sun; Weifeng Lv; Runhe Huang (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI, 2019)

Passenger Behavior Prediction With Semantic and Multi-Pattern LSTM Model. - Haiquan Wang; Xin Wu; Leilei Sun; Bowen Du 001 (IEEE Access, 2019)

CCSMR: A Combinatorial Category Space-Based Model for Recommendation. - Chunjing Xiao; Kewen Xia; Leilei Sun; Cong Xie; Yuxiang Zhang 003 (IEEE Access, 2019)

Unsupervised EEG feature extraction based on echo state network. - Leilei Sun; Bo Jin 001; Haoyu Yang; Jianing Tong; Chuanren Liu; Hui Xiong 001 (Inf. Sci., 2019)

CCODM: conditional co-occurrence degree matrix document representation method. - Wei Wei; Chonghui Guo; Jingfeng Chen; Lin Tang; Leilei Sun (Soft Comput., 2019)

Parallel Architecture of Convolutional Bi-Directional LSTM Neural Networks for Network-Wide Metro Ridership Prediction. - Xiaolei Ma; Jiyu Zhang; Bowen Du 001; Chuan Ding; Leilei Sun (IEEE Trans. Intell. Transp. Syst., 2019)

High Order Semantic Relations-Based Temporal Recommendation Model by Collaborative Knowledge Graph Learning. - Yongwei Qiao; Leilei Sun; Chunjing Xiao (APWeb/WAIM (1), 2020)

Temporal Knowledge Graph Incremental Construction Model for Recommendation. - Chunjing Xiao; Leilei Sun; Wanlin Ji (APWeb/WAIM (1), 2020)

Visual Parsing with Query-Driven Global Graph Attention (QD-GGA): Preliminary Results for Handwritten Math Formula Recognition. - Mahshad Mahdavi; Leilei Sun; Richard Zanibbi (CVPR Workshops, 2020)

Defending Water Treatment Networks: Exploiting Spatio-temporal Effects for Cyber Attack Detection. - Dongjie Wang; Pengyang Wang; Jingbo Zhou; Leilei Sun; Bowen Du 001; Yanjie Fu (ICDM, 2020)

Predicting Temporal Sets with Deep Neural Networks. - Le Yu 004; Leilei Sun; Bowen Du 001; Chuanren Liu; Hui Xiong 001; Weifeng Lv (KDD, 2020)

Dual Sequential Network for Temporal Sets Prediction. - Leilei Sun; Yansong Bai; Bowen Du 001; Chuanren Liu; Hui Xiong 001; Weifeng Lv (SIGIR, 2020)

Fast Clustering by Affinity Propagation Based on Density Peaks. - Yang Li 098; Chonghui Guo; Leilei Sun (IEEE Access, 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)

A fusion framework to extract typical treatment patterns from electronic medical records. - Jingfeng Chen; Leilei Sun; Chonghui Guo; Yanming Xie (Artif. Intell. Medicine, 2020)

Guaranteeing differential privacy for sequence predictions in bike sharing systems. - Zhipu Xie; Bowen Du 001; Shangfo Huang; Bo Huang; Leilei Sun; Weifeng Lv (Concurr. Comput. Pract. Exp., 2020)

Hybrid Micro/Macro Level Convolution for Heterogeneous Graph Learning. - Le Yu 004; Leilei Sun; Bowen Du 001; Chuanren Liu; Weifeng Lv; Hui Xiong 001 (CoRR, 2020)

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 (AAAI, 2021)

Coupled Layer-wise Graph Convolution for Transportation Demand Prediction. - Junchen Ye; Leilei Sun; Bowen Du 001; Yanjie Fu; Hui Xiong 001 (AAAI, 2021)

Co-Prediction of Multimodal Transportation Demands With Self-learned Spatial Dependence. - Mingzhe Liu 002; Bowen Du 001; Leilei Sun (IEEE BigData, 2021)

Deep Human-guided Conditional Variational Generative Modeling for Automated Urban Planning. - Dongjie Wang; Kunpeng Liu 001; Pauline Johnson; Leilei Sun; Bowen Du 001; Yanjie Fu (ICDM, 2021)

Dynamic and Multi-faceted Spatio-temporal Deep Learning for Traffic Speed Forecasting. - Liangzhe Han; Bowen Du 001; Leilei Sun; Yanjie Fu; Yisheng Lv; Hui Xiong 001 (KDD, 2021)

Representation Learning on Knowledge Graphs for Node Importance Estimation. - Han Huang; Leilei Sun; Bowen Du 001; Chuanren Liu; Weifeng Lv; Hui Xiong 001 (KDD, 2021)

Analysis for full face mechanical behaviors through spatial deduction model with real-time monitoring data. - Xuyan Tan; Yuhang Wang; Bowen Du 001; Junchen Ye; Weizhong Chen; Leilei Sun; Liping Li (CoRR, 2021)

Landslide susceptibility prediction based on image semantic segmentation. - Bowen Du 001; Zirong Zhao; Xiao Hu 006; Guanghui Wu; Liangzhe Han; Leilei Sun; Qiang Gao (Comput. Geosci., 2021)

Modelling the epidemic dynamics of COVID-19 with consideration of human mobility. - Bowen Du 001; Zirong Zhao; Jiejie Zhao; Le Yu 004; Leilei Sun; Weifeng Lv (Int. J. Data Sci. Anal., 2021)

Deep spatio-temporal graph convolutional network for traffic accident prediction. - Le Yu 004; Bowen Du 001; Xiao Hu 006; Leilei Sun; Liangzhe Han; Weifeng Lv (Neurocomputing, 2021)

Deep Heterogeneous Network for Temporal Set Prediction. - Nannan Shi; Le Yu 004; Leilei Sun; Lihua Wang; Chunming Lin; Ruixing Zhang (Knowl. Based Syst., 2021)

Deep multi-task learning with relational attention for business success prediction. - Jiejie Zhao; Bowen Du 001; Leilei Sun; Weifeng Lv; Yanchi Liu; Hui Xiong 001 (Pattern Recognit., 2021)

Traffic Demand Prediction Based on Dynamic Transition Convolutional Neural Network. - Bowen Du 001; Xiao Hu 006; Leilei Sun; Junming Liu; Yanan Qiao; Weifeng Lv (IEEE Trans. Intell. Transp. Syst., 2021)

Automatic Treatment Regimen Design. - Leilei Sun; Chuanren Liu; Guoqing Chen; Chonghui Guo; Hui Xiong 001; Yanming Xie (IEEE Trans. Knowl. Data Eng., 2021)

Exploiting Global and Local Hierarchies for Hierarchical Text Classification. - Ting Jiang; Deqing Wang; Leilei Sun; Zhongzhi Chen; Fuzhen Zhuang; Qinghong Yang (EMNLP, 2022)

GraphGDP: Generative Diffusion Processes for Permutation Invariant Graph Generation. - Han Huang; Leilei Sun; Bowen Du 001; Yanjie Fu; Weifeng Lv (ICDM, 2022)

Dynamic Graph Learning Based on Hierarchical Memory for Origin-Destination Demand Prediction. - Ruixing Zhang; Liangzhe Han; Boyi Liu 002; Jiayuan Zeng; Leilei Sun (IJCAI, 2022)

Continuous-Time and Multi-Level Graph Representation Learning for Origin-Destination Demand Prediction. - Liangzhe Han; Xiaojian Ma 004; Leilei Sun; Bowen Du 001; Yanjie Fu; Weifeng Lv; Hui Xiong 001 (KDD, 2022)

Learning the Evolutionary and Multi-scale Graph Structure for Multivariate Time Series Forecasting. - Junchen Ye; Zihan Liu; Bowen Du 001; Leilei Sun; Weimiao Li; Yanjie Fu; Hui Xiong 001 (KDD, 2022)

Spatial Semantic Learning for Travel Time Estimation. - Yi Xu 013; Leilei Sun; Bowen Du 001; Liangzhe Han (KSEM (3), 2022)

Element-guided Temporal Graph Representation Learning for Temporal Sets Prediction. - Le Yu 004; Guanghui Wu; Leilei Sun; Bowen Du 001; Weifeng Lv (WWW, 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)

Modelling Evolutionary and Stationary User Preferences for Temporal Sets Prediction. - Le Yu 004; Zihang Liu 001; Tongyu Zhu; Leilei Sun; Bowen Du 001; Weifeng Lv (CoRR, 2022)

Response Prediction Based on Temporal and Spatial Deep Learning Model for Intelligent Structural Health Monitoring. - Bowen Du 001; Chunming Lin; Leilei Sun; Yangping Zhao; Linchao Li (IEEE Internet Things J., 2022)

Adaptive Spatio-temporal Graph Neural Network for traffic forecasting. - Xuxiang Ta; Zihan Liu; Xiao Hu 006; Le Yu 004; Leilei Sun; Bowen Du 001 (Knowl. Based Syst., 2022)

Graph Sequence Neural Network with an Attention Mechanism for Traffic Speed Prediction. - Zhilong Lu; Weifeng Lv; Zhipu Xie; Bowen Du 001; Guixi Xiong; Leilei Sun; Haiquan Wang (ACM Trans. Intell. Syst. Technol., 2022)

Multi-Semantic Path Representation Learning for Travel Time Estimation. - Liangzhe Han; Bowen Du 001; Jingjing Lin; Leilei Sun; Xucheng Li; Yizhou Peng (IEEE Trans. Intell. Transp. Syst., 2022)

Taxi Demand Prediction Using Parallel Multi-Task Learning Model. - Chizhan Zhang; Fenghua Zhu; Xiao Wang 002; Leilei Sun; Haina Tang; Yisheng Lv (IEEE Trans. Intell. Transp. Syst., 2022)

Prediction of Treatment Medicines With Dual Adaptive Sequential Networks. - Yang An; Liang Zhang 031; Haoyu Yang; Leilei Sun; Bo Jin 001; Chuanren Liu; Ruiyun Yu; Xiaopeng Wei (IEEE Trans. Knowl. Data Eng., 2022)

Predicting Temporal Sets with Simplified Fully Connected Networks. - Le Yu 004; Zihang Liu 001; Tongyu Zhu; Leilei Sun; Bowen Du 001; Weifeng Lv (AAAI, 2023)

Generic and Dynamic Graph Representation Learning for Crowd Flow Modeling. - Liangzhe Han; Ruixing Zhang; Leilei Sun; Bowen Du 001; Yanjie Fu; Tongyu Zhu (AAAI, 2023)

Conditional Diffusion Based on Discrete Graph Structures for Molecular Graph Generation. - Han Huang; Leilei Sun; Bowen Du 001; Weifeng Lv (AAAI, 2023)

Human-Instructed Deep Hierarchical Generative Learning for Automated Urban Planning. - Dongjie Wang; Lingfei Wu 001; Denghui Zhang; Jingbo Zhou; Leilei Sun; Yanjie Fu (AAAI, 2023)

Pretraining Language Models with Text-Attributed Heterogeneous Graphs. - Tao Zou 003; Le Yu 004; Yifei Huang 003; Leilei Sun; Bowen Du 001 (EMNLP (Findings), 2023)

PriSTI: A Conditional Diffusion Framework for Spatiotemporal Imputation. - Mingzhe Liu 002; Han Huang; Hao Feng; Leilei Sun; Bowen Du 001; Yanjie Fu (ICDE, 2023)

Self-optimizing Feature Generation via Categorical Hashing Representation and Hierarchical Reinforcement Crossing. - Wangyang Ying; Dongjie Wang; Kunpeng Liu 001; Leilei Sun; Yanjie Fu (ICDM, 2023)

PBTR: Pre-training and Bidirectional Semantic Enhanced Trajectory Recovery. - Qiming Zhang; Tianxi Liao; Tongyu Zhu; Leilei Sun; Weifeng Lv (ICONIP (12), 2023)

Continuous-Time Graph Learning for Cascade Popularity Prediction. - Xiaodong Lu; Shuo Ji; Le Yu 004; Leilei Sun; Bowen Du 001; Tongyu Zhu (IJCAI, 2023)

Community-based Dynamic Graph Learning for Popularity Prediction. - Shuo Ji; Xiaodong Lu; Mingzhe Liu 002; Leilei Sun; Chuanren Liu; Bowen Du 001; Hui Xiong 001 (KDD, 2023)

Sampling Spatial-Temporal Attention Network for Traffic Forecasting. - Mao Chen 007; Yi Xu 013; Liangzhe Han; Leilei Sun (KSEM (2), 2023)

Multivariate Long-Term Traffic Forecasting with Graph Convolutional Network and Historical Attention Mechanism. - Zhaohuan Wang; Yi Xu 013; Liangzhe Han; Tongyu Zhu; Leilei Sun (KSEM (4), 2023)

Towards Better Dynamic Graph Learning: New Architecture and Unified Library. - Le Yu 004; Leilei Sun; Bowen Du 001; Weifeng Lv (NeurIPS, 2023)

Hierarchical Reinforced Urban Planning: Jointly Steering Region and Block Configurations. - Pengfei Wang 008; Daniel Wang; Kunpeng Liu 001; Dongjie Wang; Yuanchun Zhou; Leilei Sun; Yanjie Fu (SDM, 2023)

Learning Joint 2D & 3D Diffusion Models for Complete Molecule Generation. - Han Huang; Leilei Sun; Bowen Du 001; Weifeng Lv (CoRR, 2023)

Adaptive Taxonomy Learning and Historical Patterns Modelling for Patent Classification. - Tao Zou 003; Le Yu 004; Leilei Sun; Bowen Du 001; Deqing Wang; Fuzhen Zhuang (CoRR, 2023)

A Simple Framework for Multi-mode Spatial-Temporal Data Modeling. - Zihang Liu 001; Le Yu 004; Tongyu Zhu; Leilei Sun (CoRR, 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)

Embedding Disentanglement in Graph Convolutional Networks for Recommendation. - Tianyu Zhu; Leilei Sun; Guoqing Chen (IEEE Trans. Knowl. Data Eng., 2023)

Graph-Based Embedding Smoothing for Sequential Recommendation. - Tianyu Zhu; Leilei Sun; Guoqing Chen (IEEE Trans. Knowl. Data Eng., 2023)

Deep multi-task learning with flexible and compact architecture search. - Jiejie Zhao; Weifeng Lv; Bowen Du 001; Junchen Ye; Leilei Sun; Guixi Xiong (Int. J. Data Sci. Anal., 2023)

Automated urban planning aware spatial hierarchies and human instructions. - Dongjie Wang; Kunpeng Liu 001; Yanyong Huang; Leilei Sun; Bowen Du 001; Yanjie Fu (Knowl. Inf. Syst., 2023)

A graph attention fusion network for event-driven traffic speed prediction. - Zekun Qiu; Tongyu Zhu; Yuhui Jin; Leilei Sun; Bowen Du 001 (Inf. Sci., 2023)

Spatio-Temporal AutoEncoder for Traffic Flow Prediction. - Mingzhe Liu 002; Tongyu Zhu; Junchen Ye; Qingxin Meng 002; Leilei Sun; Bowen Du 001 (IEEE Trans. Intell. Transp. Syst., 2023)

Heterogeneous Graph Representation Learning With Relation Awareness. - Le Yu 004; Leilei Sun; Bowen Du 001; Chuanren Liu; Weifeng Lv; Hui Xiong 001 (IEEE Trans. Knowl. Data Eng., 2023)

Traffic Flow Prediction Based on Spatiotemporal Potential Energy Fields. - Jingyuan Wang 001; Jiahao Ji; Zhe Jiang 001; Leilei Sun (IEEE Trans. Knowl. Data Eng., 2023)

Label-Enhanced Graph Neural Network for Semi-Supervised Node Classification. - Le Yu 004; Leilei Sun; Bowen Du 001; Tongyu Zhu; Weifeng Lv (IEEE Trans. Knowl. Data Eng., 2023)

Generic Dynamic Graph Convolutional Network for traffic flow forecasting. - Yi Xu 013; Liangzhe Han; Tongyu Zhu; Leilei Sun; Bowen Du 001; Weifeng Lv (Inf. Fusion, 2023)

GAN-Based Anomaly Detection for Multivariate Time Series Using Polluted Training Set. - Bowen Du 001; Xuanxuan Sun; Junchen Ye; Ke Cheng 003; Jingyuan Wang 001; Leilei Sun (IEEE Trans. Knowl. Data Eng., 2023)

An NCDE-based Framework for Universal Representation Learning of Time Series. - Zihan Liu; Bowen Du 001; Junchen Ye; Xianqing Wen; Leilei Sun (IJCAI, 2024)

DyGKT: Dynamic Graph Learning for Knowledge Tracing. - Ke Cheng 003; Linzhi Peng; Pengyang Wang; Junchen Ye; Leilei Sun; Bowen Du 001 (KDD, 2024)

Co-Neighbor Encoding Schema: A Light-cost Structure Encoding Method for Dynamic Link Prediction. - Ke Cheng 003; Linzhi Peng; Junchen Ye; Leilei Sun; Bowen Du 001 (KDD, 2024)

MemMap: An Adaptive and Latent Memory Structure for Dynamic Graph Learning. - Shuo Ji; Mingzhe Liu 002; Leilei Sun; Chuanren Liu; Tongyu Zhu (KDD, 2024)

Multi-mode Spatial-Temporal Data Modeling with Fully Connected Networks. - Zihang Liu 001; Le Yu 004; Weimiao Li; Tongyu Zhu; Leilei Sun (KSEM (3), 2024)

Improving Temporal Link Prediction via Temporal Walk Matrix Projection. - Xiaodong Lu; Leilei Sun; Tongyu Zhu; Weifeng Lv (NeurIPS, 2024)

Research on Foundation Model for Spatial Data Intelligence: China's 2024 White Paper on Strategic Development of Spatial Data Intelligence. - Shaohua Wang; Xing Xie 001; Yong Li 008; Danhuai Guo; Zhi Cai; Yu Liu 070; Yang Yue 001; Xiao Pan; Feng Lu 004; Huayi Wu; Zhipeng Gui; Zhiming Ding; et al. (CoRR, 2024)

Temporal-aware structure-semantic-coupled graph network for traffic forecasting. - Mao Chen 007; Liangzhe Han; Yi Xu 013; Tongyu Zhu; Jibin Wang; Leilei Sun (Inf. Fusion, 2024)

Learning solid dynamics with graph neural network. - Bohao Li 001; Bowen Du 001; Junchen Ye; Jiajing Huang; Leilei Sun; Jinyan Feng (Inf. Sci., 2024)

Temporal Graph Network for continuous-time dynamic event sequence. - Ke Cheng 003; Junchen Ye; Xiaodong Lu; Leilei Sun; Bowen Du 001 (Knowl. Based Syst., 2024)

MFGCN: Multi-faceted spatial and temporal specific graph convolutional network for traffic-flow forecasting. - Jingwen Tian; Liangzhe Han; Mao Chen 007; Yi Xu 013; Zhuo Chen; Tongyu Zhu; Leilei Sun; Weifeng Lv (Knowl. Based Syst., 2024)

Exploring Urbanization Strategies by Dissecting Aggregate Crowd Behaviors: A Case Study in China. - Yanbin Li 004; Xingyao Song; Leilei Sun; Castiel Chen Zhuang; Jiayi Liu; Meng Yang (Syst., 2024)

MvTS-library: An open library for deep multivariate time series forecasting. - Junchen Ye; Weimiao Li; Zhixin Zhang; Tongyu Zhu; Leilei Sun; Bowen Du 001 (Knowl. Based Syst., 2024)

Continuous-Time and Discrete-Time Representation Learning for Origin-Destination Demand Prediction. - Yi Xu 013; Liangzhe Han; Tongyu Zhu; Leilei Sun; Bowen Du 001; Weifeng Lv (IEEE Trans. Intell. Transp. Syst., 2024)

Continuous-Time User Preference Modelling for Temporal Sets Prediction. - Le Yu 004; Zihang Liu 001; Leilei Sun; Bowen Du 001; Chuanren Liu; Weifeng Lv (IEEE Trans. Knowl. Data Eng., 2024)

Event-Based Dynamic Graph Representation Learning for Patent Application Trend Prediction. - Tao Zou 003; Le Yu 004; Leilei Sun; Bowen Du 001; Deqing Wang; Fuzhen Zhuang (IEEE Trans. Knowl. Data Eng., 2024)

Hierarchical Context Representation and Self-Adaptive Thresholding for Multivariate Anomaly Detection. - Chunming Lin; Bowen Du 001; Leilei Sun; Linchao Li (IEEE Trans. Knowl. Data Eng., 2024)

Multi-Faceted Route Representation Learning for Travel Time Estimation. - Tianxi Liao; Liangzhe Han; Yi Xu 013; Tongyu Zhu; Leilei Sun; Bowen Du 001 (IEEE Trans. Intell. Transp. Syst., 2024)

Learning Joint 2-D and 3-D Graph Diffusion Models for Complete Molecule Generation. - Han Huang; Leilei Sun; Bowen Du 001; Weifeng Lv (IEEE Trans. Neural Networks Learn. Syst., 2024)

Bootstrapping on Continuous-Time Dynamic Graphs for Crowd Flow Modeling. - Yi Xu 013; Liangzhe Han; Leilei Sun; Bowen Du 001; Chuanren Liu; Hui Xiong 001 (IEEE Trans. Knowl. Data Eng., 2024)

Adaptive Taxonomy Learning and Historical Patterns Modeling for Patent Classification. - Tao Zou 003; Le Yu 004; Junchen Ye; Leilei Sun; Bowen Du 001; Deqing Wang (ACM Trans. Inf. Syst., 2024)

Large-scale Human Mobility Data Regeneration for Open Urban Research. - Ruixing Zhang; Yunqi Liu; Liangzhe Han; Leilei Sun; Chuanren Liu; Jibin Wang; Weifeng Lv (KDD (1), 2025)

Memory-enhanced hierarchical and temporal semantic learning for multi-label patent classification. - Xuejie Xu; Yi Xu 013; Ziqi Miao; Jian Huang; Leilei Sun (Expert Syst. Appl., 2025)

Generating evolving region embedding with memory-based graph for dynamic urban sensing. - Yi Xu 013; Zerong Deng 001; Tongyu Zhu; Liangzhe Han; Leilei Sun; Zhuo Chen; Hao Sheng (Inf. Fusion, 2025)

TS-MAE: A masked autoencoder for time series representation learning. - Qian Liu; Junchen Ye; Haohan Liang; Leilei Sun; Bowen Du 001 (Inf. Sci., 2025)

Evolving graph structure learning for multivariate time series forecasting. - Junchen Ye; Qian Liu; Zihan Liu; Weimiao Li; Tongyu Zhu; Leilei Sun; Bowen Du 001 (Knowl. Based Syst., 2025)

Dual-mask: Progressively sparse multi-task architecture learning. - Jiejie Zhao; Tongyu Zhu; Leilei Sun; Bowen Du 001; Haiquan Wang; Lei Huang (Pattern Recognit., 2025)

Eyes Will Shut: A Vision-Based Next GPS Location Prediction Model by Reinforcement Learning from Visual Map Feed Back. - Ruixing Zhang; Yang Zhang; Tongyu Zhu; Leilei Sun; Weifeng Lv (CoRR, 2025)

Urban In-Context Learning: Bridging Pretraining and Inference through Masked Diffusion for Urban Profiling. - Ruixing Zhang; Bo Wang; Tongyu Zhu; Leilei Sun; Weifeng Lv (CoRR, 2025)

Adaptive Sampling-based Dynamic Graph Learning for Information Diffusion Prediction. - Xiaodong Lu; Mingzhe Liu 002; Tongyu Zhu; Leilei Sun; Jibin Wang; Weifeng Lv; Yikun Ban; Deqing Wang (ACM Trans. Inf. Syst., 2025)