DI-LAB
学术论文
135我们在顶级会议与期刊的研究成果。
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Influence-aware Dynamic Graph Learning for Popularity Prediction
Yumeng Zhou, Mingzhe Liu, Leilei Sun, Xuejie Xu, Liangzhe Han, Tongyu Zhu
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Large-scale Human Mobility Data Regeneration for Open Urban Research
★Ruixing Zhang, Yunqi Liu, Liangzhe Han, Leilei Sun, Charles Liu, Jibin Wang, Weifeng Lv
2025 · Knowledge and Information Systems KAIS -
Position-Aware Neighbor Aggregation for Dynamic Link Prediction
★Yumeng Zhou, Mingzhe Liu, Leilei Sun, Yifei Huang, Liangzhe Han, Charles Liu, Tongyu Zhu
2025 · ACM SIGKDD Conference on Knowledge Discovery & Data Mining KDD -
MobLLM: Bridging Human Mobility Patterns and Large Language Models for Enhanced Urban Geospatial Intelligence in Transportation Systems
★Yi Xu, Ziqi Miao, Tongyu Zhu, Liangzhe Han, Jibin Wang, and Leilei Sun
2025 · IEEE Transactions on Intelligent Transportation Systems IEEE TITS -
ShapeletMIL: A Multi-Instance Learning Framework for Interpretable Multivariate Time Series Classification
★Hu Xu、Yi Xu、Yitao Jia、Yuhui Jin、Donglan Liu、Tongyu Zhu
2025 · IEEE Transactions on Intelligent Transportation Systems IEEE TITS -
Urban In-context Learning: A New Paradigm for Urban Indicator Prediction
Zerong Deng, Liangzhe Han, Tongyu Zhu, Ziqi Miao, Yi Xu, Leilei Sun
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Evolving graph structure learning for multivariate time series forecasting
Junchen Ye, Qian Liu, Zihan Liu, Weimiao Li, Tongyu Zhu, Leilei Sun, Bowen Du
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Adaptive Sampling-based Dynamic Graph Learning for Information Diffusion Prediction
Xiaodong Lu, Mingzhe Liu, Tongyu Zhu, Leilei Sun, Jibin Wang, Weifeng Lv, Yikun Ban, Deqing Wang
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Dual-mask: Progressively sparse multi-task architecture learning
Jiejie Zhao, Tongyu Zhu, Leilei Sun, Bowen Du, Haiquan Wang, Lei Huang
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SimPRL: A Simple Contrastive Learning for Path Representation Learning by Joint GPS Trajectories and Road Paths
Tianxi Liao, Xuxiang Ta, Yi Xu, Liangzhe Han, Leilei Sun, Weifeng Lv
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Behavior Tokens Speak Louder: Disentangled Explainable Recommendation with Behavior Vocabulary
Xinshun Feng, Mingzhe Liu, Yi Qiao, Tongyu Zhu, Leilei Sun, Shuai Wang
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Personalized Learning Resource Recommendation Framework Based on Knowledge Graph and Large Language Model
Jianguo Chen, Tongyu Zhu
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SigFormer: A Transformer for Signaling Data Augmentation via Location Reconstruction
Mingzhe Liu, Haiyang Jiang, Tongyu Zhu, Leilei Sun, Jibin Wang, Hao Sheng
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Evaluating LLMs on Pure Graph Structures: Benchmarks with Multiscale Graph Tasks and Structure-Based Prompt Improvements
Mingzhe Liu, Jiarui Liu, Tongyu Zhu, Leilei Sun
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Towards Urban Semantic Cognition: Investigating the Capability of LLMs in Understanding Urban Areas
Mingzhe Liu, Zihang Xu, Kangting Xu, Tongyu Zhu, Leilei Sun
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LLMs-Empowered Retrieval on Text-Attributed Graphs
Yifei Huang, Mingzhe Liu, Leilei Sun, Tongyu Zhu, Weifeng Lv
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Mitigate Hallucinations in LLM's Understanding of Dynamic Graph: An In-depth Evaluation and Enhancement
Yuou Chen, Ruixing Zhang, Yunqi Liu, Tongyu Zhu, Mingzhe Liu, Weifeng Lv
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JiuTian·Chuanliu: A Large Spatiotemporal Model for General-purpose Dynamic Urban Sensing
Liangzhe Han, Leilei Sun, Tongyu Zhu, Tao Tao, Jibin Wang, Weifeng Lv
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Memory-enhanced hierarchical and temporal semantic learning for multi-label patent classification
Xuejie Xu, Yi Xu, Ziqi Miao, Jian Huang, Leilei Sun
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Generating Evolving Region Embedding with Memory-based Graph for Dynamic Urban Sensing
Yi Xu, Zerong Deng, Tongyu Zhu, Liangzhe Han, Leilei Sun, Zhuo Chen, Hao Sheng
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TS-MAE: A Masked Autoencoder for Time Series Representation Learning
Qian Liu, Junchen Ye, Haohan Liang, Leilei Sun, Bowen Du
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Robust Trajectory Similarity Learning for Mobile Phone Signaling Data via Contrastive Augmentation
Jiashu Zhang, Ruixing Zhang, Tongyu Zhu, Leilei Sun
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Bootstrapping on continuous-time dynamic graphs for crowd flow modeling
★Y Xu, L Han, L Sun, B Du, C Liu, H Xiong
2024 · IEEE Transactions on Knowledge and Data Engineering TKDE -
Bootstrapping on continuous-time dynamic graphs for crowd flow modeling
★Y Xu, L Han, L Sun, B Du, C Liu, H Xiong
2024 · IEEE Transactions on Knowledge and Data Engineering TKDE -
MemMap: An Adaptive and Latent Memory Structure for Dynamic Graph Learning
★Shuo Ji, Mingzhe Liu, Leilei Sun, Chuanren Liu, Tongyu Zhu
2024 · ACM SIGKDD Conference on Knowledge Discovery & Data Mining KDD -
Adaptive Taxonomy Learning and Historical Patterns Modeling for Patent Classification
★Tao Zou, Le Yu, Junchen Ye, Leilei Sun, Bowen Du, Deqing Wang
2024 · ACM Transactions on Information Systems TOIS -
Learning joint 2-d and 3-d graph diffusion models for complete molecule generation
★Han Huang, Leilei Sun, Bowen Du, Weifeng Lv
2024 · IEEE Transactions on Neural Networks and Learning Systems TNNLS -
Multi-Faceted Route Representation Learning for Travel Time Estimation
★Tianxi Liao, Liangzhe Han, Yi Xu, Tongyu Zhu, Leilei Sun, Bowen Du
2024 · IEEE Transactions on Intelligent Transportation Systems IEEE TITS -
Hierarchical Context Representation and Self-adaptive Thresholding for Multivariate Anomaly Detection
★Chunming Lin, Bowen Du, Leilei Sun, Linchao Li
2024 · IEEE Transactions on Knowledge and Data Engineering TKDE -
Community-Based Prompt Learning on Temporal Information Graph
Yumeng Zhou, Mingzhe Liu, Yi Xu, Jiarui Liu, Leilei Sun
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Co-Neighbor Encoding Schema: A Light-cost Structure Encoding Method for Dynamic Link Prediction
Ke Cheng, Linzhi Peng, Junchen Ye, Leilei Sun, Bowen Du
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DyGKT: Dynamic Graph Learning for Knowledge Tracing
Ke Cheng, Linzhi Peng, Pengyang Wang, Junchen Ye, Leilei Sun, Bowen Du
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An NCDE-based Framework for Universal Representation Learning of Time Series
Zihan Liu, Bowen Du, Junchen Ye, Xianqing Wen, Leilei Sun
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A Data-Driven Optimization Framework for Static Rebalancing Operations in Bike Sharing Systems
Junming Liu, Weiwei Chen, Leilei Sun
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Temporal Graph Network for continuous-time dynamic event sequence
Ke Cheng, Junchen Ye, Xiaodong Lu, Leilei Sun, Bowen Du
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MFGCN: Multi-faceted spatial and temporal specific graph convolutional network for traffic-flow forecasting
Jingwen Tian, Liangzhe Han, Mao Chen, Yi Xu, Zhuo Chen, Tongyu Zhu, Leilei Sun, Weifeng Lv
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Temporal-aware structure-semantic-coupled graph network for traffic forecasting
Mao Chen, Liangzhe Han, Yi Xu, Tongyu Zhu, Jibin Wang, Leilei Sun
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Learning Solid Dynamics with Graph Neural Network
Bohao Li, Bowen Du, Junchen Ye, Jiajing Huang, Leilei Sun, Jinyan Feng
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MvTS-library: An open library for deep multivariate time series forecasting
Junchen Ye, Weimiao Li, Zhixin Zhang, Tongyu Zhu, Leilei Sun, Bowen Du
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Generic Dynamic Graph Convolutional Network for traffic flow forecasting
Yi Xu, Liangzhe Han, Tongyu Zhu, Leilei Sun, Bowen Du, Weifeng Lv
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Sampling Spatial-Temporal Attention Network for Traffic Forecasting
Mao Chen, Yi Xu, Liangzhe Han, Leilei Sun
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Multivariate Long-Term Traffic Forecasting with Graph Convolutional Network and Historical Attention Mechanism
Zhaohuan Wang, Yi Xu, Liangzhe Han, Tongyu Zhu, Leilei Sun
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Automated urban planning aware spatial hierarchies and human instructions
Dongjie Wang, Kunpeng Liu, Yanyong Huang, Leilei Sun, Bowen Du, Yanjie Fu
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Heterogeneous structural responses recovery based on multi-modal Deep learning
Bowen Du, Liyu Wu, Leilei Sun, Fei Xu, Linchao Li
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Hierarchical Reinforced Urban Planning: Jointly Steering Region and Block Configurations
Pengfei Wang, Daniel Wang, Kunpeng Liu, Dongjie Wang, Yuanchun Zhou, Leilei Sun, Yanjie Fu
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Embedding disentanglement in graph convolutional networks for recommendation
Tianyu Zhu, Leilei Sun, Guoqing Chen
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Graph-based embedding smoothing for sequential recommendation
Tianyu Zhu, Leilei Sun, Guoqing Chen
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Human-Instructed Deep Hierarchical Generative Learning for Automated Urban Planning
Dongjie Wang, Lingfei Wu, Denghui Zhang, Jingbo Zhou, Leilei Sun, Yanjie Fu
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Pretraining Language Models with Text-Attributed Heterogeneous Graphs
Tao Zou, Le Yu, Yifei Huang, Leilei Sun, Bowen Du
2023 · Findings of the Association for Computational Linguistics: EMNLP 2023 EMNLP Findings 2023 CCF-B PDF -
PBTR: Pre-training and Bidirectional Semantic Enhanced Trajectory Recovery
Qiming Zhang, Tianxi Liao, Tongyu Zhu, Leilei Sun, Weifeng Lv
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Self-optimizing Feature Generation via Categorical Hashing Representation and Hierarchical Reinforcement Crossing
Wangyang Ying, Dongjie Wang, Kunpeng Liu, Leilei Sun, Yanjie Fu
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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
2022 · Structural Health Monitoring SHM -
Heterogeneous Graph Representation Learning with Relation Awareness
★Le Yu, Leilei Sun, Bowen Du, Chuanren Liu, Weifeng Lv, Hui Xiong
2022 · IEEE Transactions on Knowledge and Data Engineering IEEE TKDE CCF-A -
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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
2022 · KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining KDD 2022 CCF-A PDF -
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
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Adaptive spectral affinity propagation clustering
Lin Tang, Leilei Sun, Chonghui Guo, Zhen Zhang
2022 · Journal of Systems Engineering and Electronics Journal of Systems Engineering and Electronics PDF -
Heterogeneous Structural Responses Recovery Based on Multi-Modal Deep Learning
Du Bowen, Wu Liyu, Sun, Leilei, Xu, Fei, Li Linchao
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Exploiting Global and Local Hierarchies for Hierarchical Text Classification
Ting Jiang, Deqing Wang, Leilei Sun, Zhongzhi Chen, Fuzhen Zhuang, Qinghong Yang
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Adaptive Spatio-temporal Graph Neural Network for traffic forecasting
Xuxiang Ta, Zihan Liu, Xiao Hu, Le Yu, Leilei Sun, Bowen Du
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Modelling Evolutionary and Stationary User Preferences for Temporal Sets Prediction
Le Yu, Zihang Liu, Tongyu Zhu, Leilei Sun, Bowen Du, Weifeng Lv
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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
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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
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Spatial Semantic Learning for Travel Time Estimation
Yi Xu, Leilei Sun, Bowen Du, Liangzhe Han
2022 · Knowledge Science, Engineering and Management - 15th International Conference, KSEM 2022 KSEM 2022 PDF -
Taxi Demand Prediction Using Parallel Multi-Task Learning Model
Chizhan Zhang, Fenghua Zhu, Xiao Wang, Leilei Sun, Haina Tang, Yisheng Lv
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GraphGDP: Generative Diffusion Processes for Permutation Invariant Graph Generation
★Han Huang, Leilei Sun, Bowen Du, Yanjie Fu, Weifeng Lv
2022 · IEEE International Conference on Data Mining ICDM -
Label-Enhanced Graph Neural Network for Semi-supervised Node Classification
Le Yu, Leilei Sun, Bowen Du, Tongyu Zhu, Weifeng Lv
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Traffic Flow Prediction Based on Spatiotemporal Potential Energy Fields
Jingyuan Wang, Jiahao Ji, Zhe Jiang, Leilei Sun
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GAN-Based Anomaly Detection for Multivariate Time Series Using Polluted Training Set
★Bowen Du, Xuanxuan Sun, Junchen Ye, Ke Cheng, Jingyuan Wang, and Leilei Sun
2021 · IEEE Transactions on Knowledge and Data Engineering IEEE TKDE CCF-A -
Multi-Semantic Path Representation Learning for Travel Time Estimation
Liangzhe Han, Bowen Du, Jingjing Lin, Leilei Sun, Xucheng Li, Yizhou Peng
2021 · IEEE Transactions on Intelligent Transportation Systems IEEE TITS CCF B -
Dynamic and Multi-faceted Spatio-temporal Deep Learning for Traffic Speed Forecasting
★Liangzhe Han, Bowen Du, Leilei Sun, Yanjie Fu, Yisheng Lv, Hui Xiong
2021 · KDD '21: Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data Mining KDD 2021 CCF-A -
Representation Learning on Knowledge Graphs for Node Importance Estimation
★Han Huang, Leilei Sun, Bowen Du, Chuanren Liu, Weifeng Lv, Hui Xiong
2021 · KDD '21: Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data Mining KDD 2021 CCF-A -
Coupled Layer-wise Graph Convolution for Transportation Demand Prediction
★Junchen Ye, Leilei Sun, Bowen Du, Yanjie Fu, Hui Xiong
2021 · AAAI 2021 - Proceedings of the AAAI Conference on Artificial Intelligence AAAI 2021 CCF-A -
Deep Human-guided Conditional Variational Generative Modeling for Automated Urban Planning
Dongjie Wang, Kunpeng Liu, Pauline Johnson, Leilei Sun, Bowen Du, Yanjie Fu
2021 · arXiv preprint arXiv:2110.07717 -
Development of load-temporal model to predict the further mechanical behaviors of tunnel structure under various boundary conditions
Bowen Du, Wentao Li, Xuyan Tan, Junchen Ye, Weizhong Chen, Leilei Sun
2021 · Tunnelling and Underground Space Technology TUST -
Deep multi-task learning with flexible and compact architecture search
Jiejie Zhao, Weifeng Lv, Bowen Du, Junchen Ye, Leilei Sun, Guixi Xiong
2021 · International Journal of Data Science and Analytics JDSA -
Modelling the epidemic dynamics of COVID-19 with consideration of human mobility
Bowen Du, Zirong Zhao, Jiejie Zhao, Le Yu, Leilei Sun, Weifeng Lv
2021 · International Journal of Data Science and Analytics JDSA -
Landslide susceptibility prediction based on image semantic segmentation
Bowen Du, Zirong Zhao, Xiao Hu, Guanghui Wu, Liangzhe Han, Leilei Sun, Qiang Gao
2021 · Computers & Geosciences -
Investigation on the data augmentation using machine learning algorithms in structural health monitoring information
Xuyan Tan, Xuanxuan Sun, Weizhong Chen, Bowen Du, Junchen Ye, Leilei Sun
2021 · Structural Health Monitoring SHM -
Deep multi-task learning with relational attention for business success prediction
Jiejie Zhao, Bowen Du, Leilei Sun, Weifeng Lv, Yanchi Liu, Hui Xiong
2021 · Pattern Recognition PATTERN RECOGN -
Deep spatio-temporal graph convolutional network for traffic accident prediction
Le Yu, Bowen Du, Xiao Hu, Leilei Sun, Liangzhe Han, Weifeng Lv
2021 · Neurocomputing -
Co-Prediction of Multimodal Transportation Demands With Self-learned Spatial Dependence
Mingzhe Liu, Bowen Du, Leilei Sun
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Automatic Treatment Regimen Design
Leilei Sun, Chuanren Liu, Guoqing Chen, Chonghui Guo, Hui Xiong, Yanming Xie
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Deep Heterogeneous Network for Temporal Set Prediction
Nannan Shi, Le Yu, Leilei Sun, Lihua Wang, Chunming Lin, Ruixing Zhang
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Embedding Disentanglement in Graph Convolutional Networks for Recommendation
Tianyu Zhu, Leilei Sun, Guoqing Chen
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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
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A Simulation Research Towards Better Leverage of Sales Ranking
Lin Tang, Leilei Sun, Chonghui Guo, Yuqian Zuo, Zhen Zhang
2021 · Journal of Systems Science and Systems Engineering Journal of Systems Science and Systems Engineering PDF -
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
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Dual Sequential Network for Temporal Sets Prediction
★Leilei Sun, Yansong Bai, Bowen Du, Chuanren Liu, Hui Xiong, Weifeng Lv
2020 · SIGIR ‘20：Proceedings of the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval SIGIR 2020 CCF-A -
Hybrid Micro/Macro Level Convolution for Heterogeneous Graph Learning
Le Yu, Leilei Sun, Bowen Du, Chuanren Liu, Weifeng Lv, Hui Xiong
2020 · arXiv preprint arXiv:2012.14722 -
Guaranteeing differential privacy for sequence predictions in bike sharing systems
Zhipu Xie, Bowen Du, Shangfo Huang, Bo Huang, Leilei Sun, Weifeng Lv
2020 · Concurrency and Computation: Practice and Experience CCPE -
Traffic Demand Prediction Based on Dynamic Transition Convolutional Neural Network
Bowen Du, Xiao Hu, Leilei Sun, Junming Liu, Yanan Qiao, Weifeng Lv
2020 · IEEE Transactions on Intelligent Transportation Systems IEEE TITS -
Defending Water Treatment Networks: Exploiting Spatio-temporal Effects for Cyber Attack Detection
Dongjie Wang, Pengyang Wang, Jingbo Zhou, Leilei Sun, Bowen Du, Yanjie Fu
2020 · 2020 IEEE International Conference on Data Mining ICDM -
Predicting Temporal Sets with Deep Neural Networks
★Le Yu, Leilei Sun, Bowen Du, Chuanren Liu, Hui Xiong, Weifeng Lv
2020 · KDD '20:Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining KDD 2020 CCF-A -
A fusion framework to extract typical treatment patterns from electronic medical records
Jingfeng Chen, Leilei Sun, Chonghui Guo, Yanming Xie
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Passenger behavior prediction with semantic and multi-pattern LSTM model
Haiquan Wang, Xin Wu, Leilei Sun, Bowen Du
2019 · IEEE Access Access -
Urban Micro-Circulation Bus Planning Based on Temporal and Spatial Travel Demand
Bowen Du, Yanan Qiao, Jiejie Zhao, Leilei Sun, Weifeng Lv, Runhe Huang
2019 · 2019 IEEE SmartWorld, Ubiquitous Intelligence & Computing, Advanced & Trusted Computing, Scalable Computing & Communications, Cloud & Big Data Computing, Internet of People and Smart City Innovation SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI -
Traffic Accident Prediction Based on Deep Spatio-Temporal Analysis
Le Yu, Bowen Du, Xiao Hu, Leilei Sun, Weifeng Lv, Runhe Huang
2019 · 2019 IEEE SmartWorld, Ubiquitous Intelligence & Computing, Advanced & Trusted Computing, Scalable Computing & Communications, Cloud & Big Data Computing, Internet of People and Smart City Innovation SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI -
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
2019 · KDD'19: Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining KDD 2019 CCF-A -
Multiple Relational Attention Network for Multi-task Learning
Jiejie Zhao, Bowen Du, Leilei Sun, Fuzhen Zhuang, Weifeng Lv, Hui Xiong
2019 · KDD'19:Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining KDD 2019 CCF-A -
Unsupervised EEG feature extraction based on echo state network
Leilei Sun, Bo Jin, Haoyu Yang, Jianing Tong, Chuanren Liu, Hui Xiong
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CCODM: conditional co-occurrence degree matrix document representation method
Wei Wei, Chonghui Guo, Jingfeng Chen, Lin Tang, Leilei Sun
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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
2018 · IEEE Transactions on Intelligent Transportation Systems IEEE TITS -
A Treatment Engine by Predicting Next-Period Prescriptions
Bo Jin, Haoyu Yang, Leilei Sun, Chuanren Liu, Yue Qu, Jianing Tong
2018 · Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining KDD 2018 CCF-A PDF -
A data-driven framework of typical treatment process extraction and evaluation
Jingfeng Chen, Leilei Sun, Chonghui Guo, Wei Wei, Yanming Xie
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Econometric testing on linear and nonlinear dynamic relation between stock prices and macroeconomy in China
Sumuya Borjigin, Yating Yang, Xiaoguang Yang, Leilei Sun
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Cluster Analysis in Data-Driven Management and Decisions
Leilei Sun, Guoqing Chen, Hui Xiong, Chonghui Guo
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Textual analysis and visualization of research trends in data mining for electronic health records
Jingfeng Chen, Wei Wei, Chonghui Guo, Lin Tang, Leilei Sun
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Extended TODIM for multi-criteria group decision making based on unbalanced hesitant fuzzy linguistic term sets
Wenyu Yu, Zhen Zhang, Qiuyan Zhong, Leilei Sun
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A Data-driven Process Recommender Framework
Sen Yang, Xin Dong, Leilei Sun, Yichen Zhou, Richard A. Farneth, Hui Xiong, Randall S. Burd, Ivan Marsic
2017 · Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining KDD 2017 CCF-A PDF -
Functional Zone Based Hierarchical Demand Prediction For Bike System Expansion
Junming Liu, Leilei Sun, Qiao Li, Jingci Ming, Yanchi Liu, Hui Xiong
2017 · Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining KDD 2017 CCF-A PDF -
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
2017 · Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining KDD 2017 CCF-A PDF -
Fast affinity propagation clustering based on incomplete similarity matrix
Leilei Sun, Chonghui Guo, Chuanren Liu, Hui Xiong
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Characterizing the life cycle of point of interests using human mobility patterns
Xinjiang Lu, Zhiwen Yu, Leilei Sun, Chuanren Liu, Hui Xiong, Chu Guan
2016 · Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing UbiComp 2016 CCF-A PDF -
Data-driven Automatic Treatment Regimen Development and Recommendation
Leilei Sun, Chuanren Liu, Chonghui Guo, Hui Xiong, Yanming Xie
2016 · Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining KDD 2016 CCF-A PDF -
Rebalancing Bike Sharing Systems: A Multi-source Data Smart Optimization
Junming Liu, Leilei Sun, Weiwei Chen, Hui Xiong
2016 · Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining KDD 2016 CCF-A PDF -
Incremental Affinity Propagation Clustering Based on Message Passing
Leilei Sun, Chonghui Guo
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EEG signal classification for epilepsy diagnosis based on AR model and RVM
Min Han, Leilei Sun
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Graph-based Embedding Smoothing for Sequential Recommendation
Tianyu Zhu, Leilei Sun, Guoqing Chen
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Continuous-Time and Discrete-Time Representation Learning for Origin-Destination Demand Prediction
Yi Xu, Liangzhe Han, Tongyu Zhu, Leilei Sun, Bowen Du, Weifeng Lv
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Towards Better Dynamic Graph Learning: New Architecture and Unified Library
Le Yu, Leilei Sun, Bowen Du, Weifeng Lv
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A Graph Attention Fusion Network for Event-Driven Traffic Speed Prediction
Zekun Qiu, Tongyu Zhu, Yuhui Jin, Leilei Sun, Bowen Du
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Positive mood-related gut microbiota in a long-term closed environment: A multiomics study based on the Lunar Palace 365 experiment
Zikai Hao, Chen Meng, Leyuan Li, Siyuan Feng, Yinzhen Zhu, Jianlou Yang, Liangzhe Han, Leilei Sun, Weifeng Lv, Daniel Figeys, Hong Liu
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Intelligent Monitoring System Based on Spatio-Temporal Data for Underground Space Infrastructure
Bowen Du, Junchen Ye, Hehua Zhu, Leilei Sun, Yanliang Du