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2020 – today
- 2025
[j54]Qian Liu, Junchen Ye, Haohan Liang, Leilei Sun, Bowen Du:
TS-MAE: A masked autoencoder for time series representation learning. Inf. Sci. 690: 121576 (2025)- [j53]Jiejie Zhao, Tongyu Zhu, Leilei Sun, Bowen Du, Haiquan Wang, Lei Huang:
Dual-mask: Progressively sparse multi-task architecture learning. Pattern Recognit. 158: 110950 (2025) - 2024
- [j52]Mao Chen
, Liangzhe Han, Yi Xu, Tongyu Zhu, Jibin Wang, Leilei Sun:
Temporal-aware structure-semantic-coupled graph network for traffic forecasting. Inf. Fusion 107: 102339 (2024) - [j51]Bohao Li, Bowen Du, Junchen Ye, Jiajing Huang, Leilei Sun, Jinyan Feng:
Learning solid dynamics with graph neural network. Inf. Sci. 676: 120791 (2024) - [j50]Junchen Ye, Weimiao Li, Zhixin Zhang, Tongyu Zhu, Leilei Sun, Bowen Du:
MvTS-library: An open library for deep multivariate time series forecasting. Knowl. Based Syst. 283: 111170 (2024) - [j49]Ke Cheng, Junchen Ye, Xiaodong Lu, Leilei Sun, Bowen Du:
Temporal Graph Network for continuous-time dynamic event sequence. Knowl. Based Syst. 304: 112452 (2024) - [j48]Jingwen Tian, Liangzhe Han, Mao Chen, Yi Xu, Zhuo Chen, Tongyu Zhu, Leilei Sun, Weifeng Lv:
MFGCN: Multi-faceted spatial and temporal specific graph convolutional network for traffic-flow forecasting. Knowl. Based Syst. 306: 112671 (2024) - [j47]Yanbin Li, Xingyao Song, Leilei Sun, Castiel Chen Zhuang, Jiayi Liu, Meng Yang:
Exploring Urbanization Strategies by Dissecting Aggregate Crowd Behaviors: A Case Study in China. Syst. 12(11): 459 (2024) - [j46]Yi Xu, Liangzhe Han, Tongyu Zhu, Leilei Sun, Bowen Du, Weifeng Lv:
Continuous-Time and Discrete-Time Representation Learning for Origin-Destination Demand Prediction. IEEE Trans. Intell. Transp. Syst. 25(3): 2382-2393 (2024) - [j45]Tianxi Liao, Liangzhe Han, Yi Xu, Tongyu Zhu, Leilei Sun, Bowen Du:
Multi-Faceted Route Representation Learning for Travel Time Estimation. IEEE Trans. Intell. Transp. Syst. 25(9): 11782-11793 (2024) - [j44]Le Yu, Zihang Liu, Leilei Sun, Bowen Du, Chuanren Liu, Weifeng Lv:
Continuous-Time User Preference Modelling for Temporal Sets Prediction. IEEE Trans. Knowl. Data Eng. 36(4): 1475-1488 (2024) - [j43]Tao Zou, Le Yu, Leilei Sun, Bowen Du, Deqing Wang, Fuzhen Zhuang:
Event-Based Dynamic Graph Representation Learning for Patent Application Trend Prediction. IEEE Trans. Knowl. Data Eng. 36(5): 1951-1963 (2024) - [j42]Chunming Lin, Bowen Du, Leilei Sun, Linchao Li:
Hierarchical Context Representation and Self-Adaptive Thresholding for Multivariate Anomaly Detection. IEEE Trans. Knowl. Data Eng. 36(7): 3139-3150 (2024) - [j41]Yi Xu, Liangzhe Han, Leilei Sun, Bowen Du, Chuanren Liu, Hui Xiong:
Bootstrapping on Continuous-Time Dynamic Graphs for Crowd Flow Modeling. IEEE Trans. Knowl. Data Eng. 36(10): 5039-5052 (2024) - [j40]Han Huang, Leilei Sun, Bowen Du, Weifeng Lv:
Learning Joint 2-D and 3-D Graph Diffusion Models for Complete Molecule Generation. IEEE Trans. Neural Networks Learn. Syst. 35(9): 11857-11871 (2024) - [c50]Zihan Liu, Bowen Du, Junchen Ye, Xianqing Wen, Leilei Sun:
An NCDE-based Framework for Universal Representation Learning of Time Series. IJCAI 2024: 4623-4633 - [c49]Ke Cheng, Linzhi Peng, Pengyang Wang, Junchen Ye, Leilei Sun, Bowen Du:
DyGKT: Dynamic Graph Learning for Knowledge Tracing. KDD 2024: 409-420 - [c48]Ke Cheng, Linzhi Peng, Junchen Ye, Leilei Sun, Bowen Du:
Co-Neighbor Encoding Schema: A Light-cost Structure Encoding Method for Dynamic Link Prediction. KDD 2024: 421-432 - [c47]Shuo Ji, Mingzhe Liu, Leilei Sun, Chuanren Liu, Tongyu Zhu:
MemMap: An Adaptive and Latent Memory Structure for Dynamic Graph Learning. KDD 2024: 1257-1268 - [c46]Zihang Liu, Le Yu, Weimiao Li, Tongyu Zhu, Leilei Sun:
Multi-mode Spatial-Temporal Data Modeling with Fully Connected Networks. KSEM (3) 2024: 233-247 - [i31]Shaohua Wang, Xing Xie, Yong Li, Danhuai Guo, Zhi Cai, Yu Liu, Yang Yue, Xiao Pan, Feng Lu, Huayi Wu, Zhipeng Gui, Zhiming Ding, Bolong Zheng, Fuzheng Zhang, Tao Qin, Jingyuan Wang, Chuang Tao, Zhengchao Chen, Hao Lu, Jiayi Li, Hongyang Chen, Peng Yue, Wenhao Yu, Yao Yao, Leilei Sun, Yong Zhang, Longbiao Chen, Xiaoping Du, Xiang Li, Xueying Zhang, Kun Qin, Zhaoya Gong, Weihua Dong, Xiaofeng Meng:
Research on Foundation Model for Spatial Data Intelligence: China's 2024 White Paper on Strategic Development of Spatial Data Intelligence. CoRR abs/2405.19730 (2024) - [i30]Ke Cheng, Linzhi Peng, Pengyang Wang, Junchen Ye, Leilei Sun, Bowen Du:
DyGKT: Dynamic Graph Learning for Knowledge Tracing. CoRR abs/2407.20824 (2024) - [i29]Ke Cheng, Linzhi Peng, Junchen Ye, Leilei Sun, Bowen Du:
Co-Neighbor Encoding Schema: A Light-cost Structure Encoding Method for Dynamic Link Prediction. CoRR abs/2407.20871 (2024) - [i28]Xiaodong Lu, Leilei Sun, Tongyu Zhu, Weifeng Lv:
Improving Temporal Link Prediction via Temporal Walk Matrix Projection. CoRR abs/2410.04013 (2024) - 2023
- [j39]Jiejie Zhao, Weifeng Lv, Bowen Du, Junchen Ye, Leilei Sun, Guixi Xiong:
Deep multi-task learning with flexible and compact architecture search. Int. J. Data Sci. Anal. 15(2): 187-199 (2023) - [j38]Yi Xu, Liangzhe Han, Tongyu Zhu, Leilei Sun, Bowen Du, Weifeng Lv:
Generic Dynamic Graph Convolutional Network for traffic flow forecasting. Inf. Fusion 100: 101946 (2023) - [j37]Zekun Qiu, Tongyu Zhu, Yuhui Jin, Leilei Sun, Bowen Du:
A graph attention fusion network for event-driven traffic speed prediction. Inf. Sci. 622: 405-423 (2023) - [j36]Dongjie Wang, Kunpeng Liu, Yanyong Huang, Leilei Sun, Bowen Du, Yanjie Fu:
Automated urban planning aware spatial hierarchies and human instructions. Knowl. Inf. Syst. 65(3): 1337-1364 (2023) - [j35]Mingzhe Liu, Tongyu Zhu, Junchen Ye, Qingxin Meng, Leilei Sun, Bowen Du:
Spatio-Temporal AutoEncoder for Traffic Flow Prediction. IEEE Trans. Intell. Transp. Syst. 24(5): 5516-5526 (2023) - [j34]Tianyu Zhu, Leilei Sun, Guoqing Chen:
Embedding Disentanglement in Graph Convolutional Networks for Recommendation. IEEE Trans. Knowl. Data Eng. 35(1): 431-442 (2023) - [j33]Tianyu Zhu, Leilei Sun, Guoqing Chen:
Graph-Based Embedding Smoothing for Sequential Recommendation. IEEE Trans. Knowl. Data Eng. 35(1): 496-508 (2023) - [j32]Le Yu, Leilei Sun, Bowen Du, Chuanren Liu, Weifeng Lv, Hui Xiong:
Heterogeneous Graph Representation Learning With Relation Awareness. IEEE Trans. Knowl. Data Eng. 35(6): 5935-5947 (2023) - [j31]Jingyuan Wang, Jiahao Ji, Zhe Jiang, Leilei Sun:
Traffic Flow Prediction Based on Spatiotemporal Potential Energy Fields. IEEE Trans. Knowl. Data Eng. 35(9): 9073-9087 (2023) - [j30]Le Yu, Leilei Sun, Bowen Du, Tongyu Zhu, Weifeng Lv:
Label-Enhanced Graph Neural Network for Semi-Supervised Node Classification. IEEE Trans. Knowl. Data Eng. 35(11): 11529-11540 (2023) - [j29]Bowen Du, Xuanxuan Sun, Junchen Ye, Ke Cheng, Jingyuan Wang, Leilei Sun:
GAN-Based Anomaly Detection for Multivariate Time Series Using Polluted Training Set. IEEE Trans. Knowl. Data Eng. 35(12): 12208-12219 (2023) - [c45]Liangzhe Han, Ruixing Zhang, Leilei Sun, Bowen Du, Yanjie Fu, Tongyu Zhu:
Generic and Dynamic Graph Representation Learning for Crowd Flow Modeling. AAAI 2023: 4293-4301 - [c44]Han Huang, Leilei Sun, Bowen Du, Weifeng Lv:
Conditional Diffusion Based on Discrete Graph Structures for Molecular Graph Generation. AAAI 2023: 4302-4311 - [c43]Dongjie Wang, Lingfei Wu, Denghui Zhang, Jingbo Zhou, Leilei Sun, Yanjie Fu:
Human-Instructed Deep Hierarchical Generative Learning for Automated Urban Planning. AAAI 2023: 4660-4667 - [c42]Le Yu, Zihang Liu, Tongyu Zhu, Leilei Sun, Bowen Du, Weifeng Lv:
Predicting Temporal Sets with Simplified Fully Connected Networks. AAAI 2023: 4835-4844 - [c41]Tao Zou, Le Yu, Yifei Huang, Leilei Sun, Bowen Du:
Pretraining Language Models with Text-Attributed Heterogeneous Graphs. EMNLP (Findings) 2023: 10316-10333 - [c40]Mingzhe Liu, Han Huang, Hao Feng, Leilei Sun, Bowen Du, Yanjie Fu:
PriSTI: A Conditional Diffusion Framework for Spatiotemporal Imputation. ICDE 2023: 1927-1939 - [c39]Wangyang Ying, Dongjie Wang, Kunpeng Liu, Leilei Sun, Yanjie Fu:
Self-optimizing Feature Generation via Categorical Hashing Representation and Hierarchical Reinforcement Crossing. ICDM 2023: 748-757 - [c38]Qiming Zhang, Tianxi Liao, Tongyu Zhu, Leilei Sun, Weifeng Lv:
PBTR: Pre-training and Bidirectional Semantic Enhanced Trajectory Recovery. ICONIP (12) 2023: 3-16 - [c37]Xiaodong Lu, Shuo Ji, Le Yu, Leilei Sun, Bowen Du, Tongyu Zhu:
Continuous-Time Graph Learning for Cascade Popularity Prediction. IJCAI 2023: 2224-2232 - [c36]Shuo Ji, Xiaodong Lu, Mingzhe Liu, Leilei Sun, Chuanren Liu, Bowen Du, Hui Xiong:
Community-based Dynamic Graph Learning for Popularity Prediction. KDD 2023: 930-940 - [c35]Zhaohuan Wang, Yi Xu, Liangzhe Han, Tongyu Zhu, Leilei Sun:
Multivariate Long-Term Traffic Forecasting with Graph Convolutional Network and Historical Attention Mechanism. KSEM (4) 2023: 112-123 - [c34]Mao Chen, Yi Xu, Liangzhe Han, Leilei Sun:
Sampling Spatial-Temporal Attention Network for Traffic Forecasting. KSEM (2) 2023: 121-136 - [c33]Le Yu, Leilei Sun, Bowen Du, Weifeng Lv:
Towards Better Dynamic Graph Learning: New Architecture and Unified Library. NeurIPS 2023 - [c32]Pengfei Wang, Daniel Wang, Kunpeng Liu, Dongjie Wang, Yuanchun Zhou, Leilei Sun, Yanjie Fu:
Hierarchical Reinforced Urban Planning: Jointly Steering Region and Block Configurations. SDM 2023: 343-351 - [i27]Han Huang, Leilei Sun, Bowen Du, Weifeng Lv:
Conditional Diffusion Based on Discrete Graph Structures for Molecular Graph Generation. CoRR abs/2301.00427 (2023) - [i26]Mingzhe Liu, Han Huang, Hao Feng, Leilei Sun, Bowen Du, Yanjie Fu:
PriSTI: A Conditional Diffusion Framework for Spatiotemporal Imputation. CoRR abs/2302.09746 (2023) - [i25]Le Yu, Leilei Sun, Bowen Du, Weifeng Lv:
Towards Better Dynamic Graph Learning: New Architecture and Unified Library. CoRR abs/2303.13047 (2023) - [i24]Han Huang, Leilei Sun, Bowen Du, Weifeng Lv:
Learning Joint 2D & 3D Diffusion Models for Complete Molecule Generation. CoRR abs/2305.12347 (2023) - [i23]Xiaodong Lu, Shuo Ji, Le Yu, Leilei Sun, Bowen Du, Tongyu Zhu:
Continuous-Time Graph Learning for Cascade Popularity Prediction. CoRR abs/2306.03756 (2023) - [i22]Tao Zou, Le Yu, Leilei Sun, Bowen Du, Deqing Wang, Fuzhen Zhuang:
Adaptive Taxonomy Learning and Historical Patterns Modelling for Patent Classification. CoRR abs/2308.05385 (2023) - [i21]Tao Zou, Le Yu, Leilei Sun, Bowen Du, Deqing Wang, Fuzhen Zhuang:
Event-based Dynamic Graph Representation Learning for Patent Application Trend Prediction. CoRR abs/2308.09780 (2023) - [i20]Zihang Liu, Le Yu, Tongyu Zhu, Leilei Sun:
A Simple Framework for Multi-mode Spatial-Temporal Data Modeling. CoRR abs/2308.11204 (2023) - [i19]Wangyang Ying, Dongjie Wang, Kunpeng Liu, Leilei Sun, Yanjie Fu:
Self-optimizing Feature Generation via Categorical Hashing Representation and Hierarchical Reinforcement Crossing. CoRR abs/2309.04612 (2023) - [i18]Tao Zou, Le Yu, Yifei Huang, Leilei Sun, Bowen Du:
Pretraining Language Models with Text-Attributed Heterogeneous Graphs. CoRR abs/2310.12580 (2023) - [i17]Ruixing Zhang, Liangzhe Han, Leilei Sun, Yunqi Liu, Jibin Wang, Weifeng Lv:
Regions are Who Walk Them: a Large Pre-trained Spatiotemporal Model Based on Human Mobility for Ubiquitous Urban Sensing. CoRR abs/2311.10471 (2023) - 2022
- [j28]Chunjing Xiao, Leilei Sun, Jianing Han, Yongwei Qiao:
Heterogeneous academic network embedding based multivariate random-walk model for predicting scientific impact. Appl. Intell. 52(2): 2171-2188 (2022) - [j27]Bowen Du, Chunming Lin, Leilei Sun, Yangping Zhao, Linchao Li:
Response Prediction Based on Temporal and Spatial Deep Learning Model for Intelligent Structural Health Monitoring. IEEE Internet Things J. 9(15): 13364-13375 (2022) - [j26]Xuxiang Ta, Zihan Liu, Xiao Hu, Le Yu, Leilei Sun, Bowen Du:
Adaptive Spatio-temporal Graph Neural Network for traffic forecasting. Knowl. Based Syst. 242: 108199 (2022) - [j25]Zhilong Lu, Weifeng Lv, Zhipu Xie, Bowen Du, Guixi Xiong, Leilei Sun, Haiquan Wang:
Graph Sequence Neural Network with an Attention Mechanism for Traffic Speed Prediction. ACM Trans. Intell. Syst. Technol. 13(2): 20:1-20:24 (2022) - [j24]Chizhan Zhang, Fenghua Zhu, Xiao Wang, Leilei Sun, Haina Tang, Yisheng Lv:
Taxi Demand Prediction Using Parallel Multi-Task Learning Model. IEEE Trans. Intell. Transp. Syst. 23(2): 794-803 (2022) - [j23]Liangzhe Han, Bowen Du, Jingjing Lin, Leilei Sun, Xucheng Li, Yizhou Peng:
Multi-Semantic Path Representation Learning for Travel Time Estimation. IEEE Trans. Intell. Transp. Syst. 23(8): 13108-13117 (2022) - [j22]Yang An, Liang Zhang, Haoyu Yang, Leilei Sun, Bo Jin, Chuanren Liu, Ruiyun Yu, Xiaopeng Wei:
Prediction of Treatment Medicines With Dual Adaptive Sequential Networks. IEEE Trans. Knowl. Data Eng. 34(11): 5496-5509 (2022) - [c31]Ting Jiang, Deqing Wang, Leilei Sun, Zhongzhi Chen, Fuzhen Zhuang, Qinghong Yang:
Exploiting Global and Local Hierarchies for Hierarchical Text Classification. EMNLP 2022: 4030-4039 - [c30]Han Huang, Leilei Sun, Bowen Du, Yanjie Fu, Weifeng Lv:
GraphGDP: Generative Diffusion Processes for Permutation Invariant Graph Generation. ICDM 2022: 201-210 - [c29]Ruixing Zhang, Liangzhe Han, Boyi Liu, Jiayuan Zeng, Leilei Sun:
Dynamic Graph Learning Based on Hierarchical Memory for Origin-Destination Demand Prediction. IJCAI 2022: 2383-2389 - [c28]Liangzhe Han, Xiaojian Ma, Leilei Sun, Bowen Du, Yanjie Fu, Weifeng Lv, Hui Xiong:
Continuous-Time and Multi-Level Graph Representation Learning for Origin-Destination Demand Prediction. KDD 2022: 516-524 - [c27]Junchen Ye, Zihan Liu, Bowen Du, Leilei Sun, Weimiao Li, Yanjie Fu, Hui Xiong:
Learning the Evolutionary and Multi-scale Graph Structure for Multivariate Time Series Forecasting. KDD 2022: 2296-2306 - [c26]Yi Xu, Leilei Sun, Bowen Du, Liangzhe Han:
Spatial Semantic Learning for Travel Time Estimation. KSEM (3) 2022: 15-26 - [c25]Le Yu, Guanghui Wu, Leilei Sun, Bowen Du, Weifeng Lv:
Element-guided Temporal Graph Representation Learning for Temporal Sets Prediction. WWW 2022: 1902-1913 - [i16]Le Yu, Zihang Liu, Tongyu Zhu, Leilei Sun, Bowen Du, Weifeng Lv:
Modelling Evolutionary and Stationary User Preferences for Temporal Sets Prediction. CoRR abs/2204.05490 (2022) - [i15]Ting Jiang, Deqing Wang, Leilei Sun, Zhongzhi Chen, Fuzhen Zhuang, Qinghong Yang:
Exploiting Global and Local Hierarchies for Hierarchical Text Classification. CoRR abs/2205.02613 (2022) - [i14]Ruixing Zhang, Liangzhe Han, Boyi Liu, Jiayuan Zeng, Leilei Sun:
Dynamic Graph Learning Based on Hierarchical Memory for Origin-Destination Demand Prediction. CoRR abs/2205.14593 (2022) - [i13]Le Yu, Leilei Sun, Bowen Du, Tongyu Zhu, Weifeng Lv:
Label-Enhanced Graph Neural Network for Semi-supervised Node Classification. CoRR abs/2205.15653 (2022) - [i12]Junchen Ye, Zihan Liu, Bowen Du, Leilei Sun, Weimiao Li, Yanjie Fu, Hui Xiong:
Learning the Evolutionary and Multi-scale Graph Structure for Multivariate Time Series Forecasting. CoRR abs/2206.13816 (2022) - [i11]Liangzhe Han, Xiaojian Ma, Leilei Sun, Bowen Du, Yanjie Fu, Weifeng Lv, Hui Xiong:
Continuous-Time and Multi-Level Graph Representation Learning for Origin-Destination Demand Prediction. CoRR abs/2206.15005 (2022) - [i10]Dongjie Wang, Lingfei Wu, Denghui Zhang, Jingbo Zhou, Leilei Sun, Yanjie Fu:
Human-instructed Deep Hierarchical Generative Learning for Automated Urban Planning. CoRR abs/2212.00904 (2022) - [i9]Han Huang, Leilei Sun, Bowen Du, Yanjie Fu, Weifeng Lv:
GraphGDP: Generative Diffusion Processes for Permutation Invariant Graph Generation. CoRR abs/2212.01842 (2022) - 2021
- [j21]Bowen Du, Zirong Zhao, Xiao Hu, Guanghui Wu, Liangzhe Han, Leilei Sun, Qiang Gao:
Landslide susceptibility prediction based on image semantic segmentation. Comput. Geosci. 155: 104860 (2021) - [j20]Bowen Du, Zirong Zhao, Jiejie Zhao, Le Yu, Leilei Sun, Weifeng Lv:
Modelling the epidemic dynamics of COVID-19 with consideration of human mobility. Int. J. Data Sci. Anal. 12(4): 369-382 (2021) - [j19]Le Yu, Bowen Du, Xiao Hu, Leilei Sun, Liangzhe Han, Weifeng Lv:
Deep spatio-temporal graph convolutional network for traffic accident prediction. Neurocomputing 423: 135-147 (2021) - [j18]Nannan Shi, Le Yu, Leilei Sun, Lihua Wang, Chunming Lin, Ruixing Zhang:
Deep Heterogeneous Network for Temporal Set Prediction. Knowl. Based Syst. 223: 107039 (2021) - [j17]Jiejie Zhao, Bowen Du, Leilei Sun, Weifeng Lv, Yanchi Liu, Hui Xiong:
Deep multi-task learning with relational attention for business success prediction. Pattern Recognit. 110: 107469 (2021) - [j16]Bowen Du, Xiao Hu, Leilei Sun, Junming Liu, Yanan Qiao, Weifeng Lv:
Traffic Demand Prediction Based on Dynamic Transition Convolutional Neural Network. IEEE Trans. Intell. Transp. Syst. 22(2): 1237-1247 (2021) - [j15]Leilei Sun, Chuanren Liu, Guoqing Chen, Chonghui Guo, Hui Xiong, Yanming Xie:
Automatic Treatment Regimen Design. IEEE Trans. Knowl. Data Eng. 33(11): 3494-3506 (2021) - [c24]Junchen Ye, Leilei Sun, Bowen Du, Yanjie Fu, Hui Xiong:
Coupled Layer-wise Graph Convolution for Transportation Demand Prediction. AAAI 2021: 4617-4625 - [c23]Ting Jiang, Deqing Wang, Leilei Sun, Huayi Yang, Zhengyang Zhao, Fuzhen Zhuang:
LightXML: Transformer with Dynamic Negative Sampling for High-Performance Extreme Multi-label Text Classification. AAAI 2021: 7987-7994 - [c22]Mingzhe Liu, Bowen Du, Leilei Sun:
Co-Prediction of Multimodal Transportation Demands With Self-learned Spatial Dependence. IEEE BigData 2021: 824-833 - [c21]Dongjie Wang, Kunpeng Liu, Pauline Johnson, Leilei Sun, Bowen Du, Yanjie Fu:
Deep Human-guided Conditional Variational Generative Modeling for Automated Urban Planning. ICDM 2021: 679-688 - [c20]Liangzhe Han, Bowen Du, Leilei Sun, Yanjie Fu, Yisheng Lv, Hui Xiong:
Dynamic and Multi-faceted Spatio-temporal Deep Learning for Traffic Speed Forecasting. KDD 2021: 547-555 - [c19]Han Huang, Leilei Sun, Bowen Du, Chuanren Liu, Weifeng Lv, Hui Xiong:
Representation Learning on Knowledge Graphs for Node Importance Estimation. KDD 2021: 646-655 - [i8]Ting Jiang, Deqing Wang, Leilei Sun, Huayi Yang, Zhengyang Zhao, Fuzhen Zhuang:
LightXML: Transformer with Dynamic Negative Sampling for High-Performance Extreme Multi-label Text Classification. CoRR abs/2101.03305 (2021) - [i7]Le Yu, Leilei Sun, Bowen Du, Chuanren Liu, Weifeng Lv, Hui Xiong:
Heterogeneous Graph Representation Learning with Relation Awareness. CoRR abs/2105.11122 (2021) - [i6]Xuyan Tan, Yuhang Wang, Bowen Du, Junchen Ye, Weizhong Chen, Leilei Sun, Liping Li:
Analysis for full face mechanical behaviors through spatial deduction model with real-time monitoring data. CoRR abs/2109.13167 (2021) - [i5]Dongjie Wang, Kunpeng Liu, Pauline Johnson, Leilei Sun, Bowen Du, Yanjie Fu:
Deep Human-guided Conditional Variational Generative Modeling for Automated Urban Planning. CoRR abs/2110.07717 (2021) - 2020
- [j14]Yang Li, Chonghui Guo, Leilei Sun:
Fast Clustering by Affinity Propagation Based on Density Peaks. IEEE Access 8: 138884-138897 (2020) - [j13]Haiquan Wang, Jiachen Feng, Leilei Sun, Kaiqiang An, Guoping Liu, Xiang Wen, Runbo Hu, Hua Chai:
Abnormal Trajectory Detection Based on Geospatial Consistent Modeling. IEEE Access 8: 184633-184643 (2020) - [j12]Jingfeng Chen, Leilei Sun, Chonghui Guo, Yanming Xie:
A fusion framework to extract typical treatment patterns from electronic medical records. Artif. Intell. Medicine 103: 101782 (2020) - [j11]Zhipu Xie, Bowen Du, Shangfo Huang, Bo Huang, Leilei Sun, Weifeng Lv:
Guaranteeing differential privacy for sequence predictions in bike sharing systems. Concurr. Comput. Pract. Exp. 32(19) (2020) - [c18]Yongwei Qiao, Leilei Sun, Chunjing Xiao:
High Order Semantic Relations-Based Temporal Recommendation Model by Collaborative Knowledge Graph Learning. APWeb/WAIM (1) 2020: 337-351 - [c17]Chunjing Xiao, Leilei Sun, Wanlin Ji:
Temporal Knowledge Graph Incremental Construction Model for Recommendation. APWeb/WAIM (1) 2020: 352-359 - [c16]Mahshad Mahdavi, Leilei Sun, Richard Zanibbi:
Visual Parsing with Query-Driven Global Graph Attention (QD-GGA): Preliminary Results for Handwritten Math Formula Recognition. CVPR Workshops 2020: 2429-2438 - [c15]Dongjie Wang, Pengyang Wang, Jingbo Zhou, Leilei Sun, Bowen Du, Yanjie Fu:
Defending Water Treatment Networks: Exploiting Spatio-temporal Effects for Cyber Attack Detection. ICDM 2020: 32-41 - [c14]Le Yu, Leilei Sun, Bowen Du, Chuanren Liu, Hui Xiong, Weifeng Lv:
Predicting Temporal Sets with Deep Neural Networks. KDD 2020: 1083-1091 - [c13]Leilei Sun, Yansong Bai, Bowen Du, Chuanren Liu, Hui Xiong, Weifeng Lv:
Dual Sequential Network for Temporal Sets Prediction. SIGIR 2020: 1439-1448 - [i4]Le Yu, Leilei Sun, Bowen Du, Chuanren Liu, Hui Xiong, Weifeng Lv:
Predicting Temporal Sets with Deep Neural Networks. CoRR abs/2006.11483 (2020) - [i3]Dongjie Wang, Pengyang Wang, Jingbo Zhou, Leilei Sun, Bowen Du, Yanjie Fu:
Defending Water Treatment Networks: Exploiting Spatio-temporal Effects for Cyber Attack Detection. CoRR abs/2008.12618 (2020) - [i2]Junchen Ye, Leilei Sun, Bowen Du, Yanjie Fu, Hui Xiong:
Coupled Layer-wise Graph Convolution for Transportation Demand Prediction. CoRR abs/2012.08080 (2020) - [i1]Le Yu, Leilei Sun, Bowen Du, Chuanren Liu, Weifeng Lv, Hui Xiong:
Hybrid Micro/Macro Level Convolution for Heterogeneous Graph Learning. CoRR abs/2012.14722 (2020)
2010 – 2019
- 2019
- [j10]Chunjing Xiao, Kewen Xia, Leilei Sun, Cong Xie, Yuxiang Zhang:
CCSMR: A Combinatorial Category Space-Based Model for Recommendation. IEEE Access 7: 124502-124513 (2019) - [j9]Haiquan Wang, Xin Wu, Leilei Sun, Bowen Du:
Passenger Behavior Prediction With Semantic and Multi-Pattern LSTM Model. IEEE Access 7: 157873-157882 (2019) - [j8]Leilei Sun, Bo Jin, Haoyu Yang, Jianing Tong, Chuanren Liu, Hui Xiong:
Unsupervised EEG feature extraction based on echo state network. Inf. Sci. 475: 1-17 (2019) - [j7]Wei Wei, Chonghui Guo, Jingfeng Chen, Lin Tang, Leilei Sun:
CCODM: conditional co-occurrence degree matrix document representation method. Soft Comput. 23(4): 1239-1255 (2019) - [j6]Xiaolei Ma, Jiyu Zhang, Bowen Du, Chuan Ding, Leilei Sun:
Parallel Architecture of Convolutional Bi-Directional LSTM Neural Networks for Network-Wide Metro Ridership Prediction. IEEE Trans. Intell. Transp. Syst. 20(6): 2278-2288 (2019) - [c12]Junchen Ye, Leilei Sun, Bowen Du, Yanjie Fu, Xinran Tong, Hui Xiong:
Co-Prediction of Multiple Transportation Demands Based on Deep Spatio-Temporal Neural Network. KDD 2019: 305-313 - [c11]Jiejie Zhao, Bowen Du, Leilei Sun, Fuzhen Zhuang, Weifeng Lv, Hui Xiong:
Multiple Relational Attention Network for Multi-task Learning. KDD 2019: 1123-1131 - [c10]Bowen Du, Yanan Qiao, Jiejie Zhao, Leilei Sun, Weifeng Lv, Runhe Huang:
Urban Micro-Circulation Bus Planning Based on Temporal and Spatial Travel Demand. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2019: 981-988 - [c9]Le Yu, Bowen Du, Xiao Hu, Leilei Sun, Weifeng Lv, Runhe Huang:
Traffic Accident Prediction Based on Deep Spatio-Temporal Analysis. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2019: 995-1002 - 2018
- [j5]Jingfeng Chen, Leilei Sun, Chonghui Guo, Wei Wei, Yanming Xie:
A data-driven framework of typical treatment process extraction and evaluation. J. Biomed. Informatics 83: 178-195 (2018) - [c8]Chonghui Guo, Zhenna Na, Leilei Sun, Xiaoguang Chen:
An Efficient Clustering Algorithm Based on Grid Density and its Application in Human Mobility Analysis. IUKM 2018: 87-100 - [c7]Bo Jin, Haoyu Yang, Leilei Sun, Chuanren Liu, Yue Qu, Jianing Tong:
A Treatment Engine by Predicting Next-Period Prescriptions. KDD 2018: 1608-1616 - 2017
- [j4]Wenyu Yu, Zhen Zhang, Qiuyan Zhong, Leilei Sun:
Extended TODIM for multi-criteria group decision making based on unbalanced hesitant fuzzy linguistic term sets. Comput. Ind. Eng. 114: 316-328 (2017) - [j3]Leilei Sun, Chonghui Guo, Chuanren Liu, Hui Xiong:
Fast affinity propagation clustering based on incomplete similarity matrix. Knowl. Inf. Syst. 51(3): 941-963 (2017) - [c6]Junming Liu, Yanjie Fu, Jingci Ming, Yong Ren, Leilei Sun, Hui Xiong:
Effective and Real-time In-App Activity Analysis in Encrypted Internet Traffic Streams. KDD 2017: 335-344 - [c5]Junming Liu, Leilei Sun, Qiao Li, Jingci Ming, Yanchi Liu, Hui Xiong:
Functional Zone Based Hierarchical Demand Prediction For Bike System Expansion. KDD 2017: 957-966 - [c4]Sen Yang, Xin Dong, Leilei Sun, Yichen Zhou, Richard A. Farneth, Hui Xiong, Randall S. Burd, Ivan Marsic:
A Data-driven Process Recommender Framework. KDD 2017: 2111-2120 - 2016
- [c3]Xinjiang Lu, Zhiwen Yu, Leilei Sun, Chuanren Liu, Hui Xiong, Chu Guan:
Characterizing the life cycle of point of interests using human mobility patterns. UbiComp 2016: 1052-1063 - [c2]Junming Liu, Leilei Sun, Weiwei Chen, Hui Xiong:
Rebalancing Bike Sharing Systems: A Multi-source Data Smart Optimization. KDD 2016: 1005-1014 - [c1]Leilei Sun, Chuanren Liu, Chonghui Guo, Hui Xiong, Yanming Xie:
Data-driven Automatic Treatment Regimen Development and Recommendation. KDD 2016: 1865-1874 - 2014
- [j2]Leilei Sun, Chonghui Guo:
Incremental Affinity Propagation Clustering Based on Message Passing. IEEE Trans. Knowl. Data Eng. 26(11): 2731-2744 (2014) - 2013
- [j1]Xiaopeng Li, Leilei Sun, Yonghong Liu:
High Points Recognition Method of Scraped Surface Based on Background Subtraction. J. Digit. Inf. Manag. 11(2): 115-119 (2013)
Coauthor Index
[j54] [j53] [j51] [j50] [j49] [j46] [j45] [j44] [j43] [j42] [j41] [j40] [c50] [c49] [c48] [i30] [i29] [j39] [j38] [j37] [j36] [j35] [j32] [j30] [j29] [c45] [c44] [c42] [c41] [c40] [c37] [c36] [c33] [i27] [i26] [i25] [i24] [i23] [i22] [i21] [i18] [j27] [j26] [j25] [j23] [c30] [c28] [c27] [c26] [c25] [i16] [i13] [i12] [i11] [i9] [j21] [j20] [j19] [j17] [j16] [c24] [c22] [c21] [c20] [c19] [i7] [i6] [i5] [j11] [c15] [c14] [c13] [i4] [i3] [i2] [i1] [j9] [j6] [c12] [c11] [c10] [c9]
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