J36. [GEOINFORMATICA] "$\text{MA}^2\text{Traj}$: Diffusion Network with Multi-attribute Aggregation for Trajectory Generation"
Xingyu Zhao#, Xiao Zhang#, Bohan Zhang, Jianpeng Qi, Junyu Dong, Yanwei Yu*
GeoInformatica, (CCF B)
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J35. [KBS] "Local High-order Structure-aware Graph Neural Network for Motif Prediction"
Wen Yang#, Xiang Li#, Bin Wang, Jianpeng Qi, Zhongying Zhao, Peilan He, Yanwei Yu*
Knowledge-Based Systems, (JCR Q1, CCF C)
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C38. [IJCAI 2025] "DGraFormer: Dynamic Graph Learning Guided Multi-Scale Transformer for Multivariate Time Series Forecasting"
Han Yan#, Dongliang Chen, Guiyuan Jiang, Bin Wang, Lei Cao, Junyu Dong, Yanwei Yu*
Proceeddings of the 34th International Joint Conference on Artificial Intelligence
(CCF A, acceptance rate=1042/5404=19.3%)
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C37. [IJCAI 2025] "MaskDGNN: Self-Supervised Dynamic Graph Neural Networks with Activeness-aware Temporal Masking"
Yiming He#, Xiang Li#, Zhongying Zhao, Haobing Liu, Peilan He, Yanwei Yu*
Proceeddings of the 34th International Joint Conference on Artificial Intelligence
(CCF A, acceptance rate=1042/5404=19.3%)
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C36. [IJCAI 2025] "Non-collective Calibrating Strategy for Time Series Forecasting"
Yongqi Han, Feng Hong, Minbo Ma, Yanwei Yu*, Junbo Zhang, Tianrui Li, Bin Wang*
Proceeddings of the 34th International Joint Conference on Artificial Intelligence
(CCF A, acceptance rate=1042/5404=19.3%)
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J34. [VLDBJ] "Efficiently Counting Four-Node Motifs in Large-Scale Temporal Graphs"
Zhihao Zhang#, Jianpeng Qi*, Lei Cao, Junyu Dong, Yanwei Yu*
The VLDB Jounral, (CCF A)
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J33. [่ฝฏไปถๅญฆๆฅ] "้ขๅ่็นๅ็ฑป็ๅคๅฑๅผ่ดจๅพ็ฅ็ป็ฝ็ป"
ไบๆๅฅ#, ๆไบซ#, ้ฝๅปบ้น, ไบๅฝฆไผ*, ่ฃๅๅฎ
่ฝฏไปถๅญฆๆฅ, (CCF Aไธญๆๆๅ)
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C35. [ICDE 2025] "UMGAD: Unsupervised Multiplex Graph Anomaly Detection"
Xiang Li#, Jianpeng Qi, Zhongying Zhao, Guanjie Zheng, Lei Cao, Junyu Dong, Yanwei Yu*
Proceedings of 41th IEEE International Conference on Data Engineering
(CCF A, acceptance rate=300/1465=20.5%)
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J32. [TKDE] "Dual-Channel Multiplex Graph Neural Networks for Recommendation"
Xiang Li#, Chaofan Fu#, Zhongying Zhao, Guanjie Zheng, Chao Huang, Yanwei Yu*, Junyu Dong
IEEE Transactions on Knowledge and Data Engineering, (CCF A)
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C34. [AAAI 2025] "Correlation Attention Masked Temporal Transformer for User Identity Linkage using Heterogeneous Mobility Data"
Ziang Yan#, Xingyu Zhao#, Hanqing Ma#, Wei Chen#, Jianpeng Qi, Yanwei Yu*, Junyu Dong
Proceedings of Thirty-Ninth AAAI Conference on Artificial Intelligence
(CCF A, acceptance rate=3032/12957=23.4%, Oral)
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C33. [AAAI 2025] "Scalable Trajectory-User Linking with Dual-Stream Representation Networks"
Hao Zhang#, Wei Chen#, Xingyu Zhao#, Jianpeng Qi, Guiyuan Jiang, Yanwei Yu*
Proceedings of Thirty-Ninth AAAI Conference on Artificial Intelligence
(CCF A, acceptance rate=3032/12957=23.4%, Oral)
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C32. [AAAI 2025] "Spatiotemporal-aware Trend-Seasonality Decomposition Network for Traffic Flow Forecasting"
Lingxiao Cao#, Bin Wang, Guiyuan Jiang, Yanwei Yu*, Junyu Dong
Proceedings of Thirty-Ninth AAAI Conference on Artificial Intelligence
(CCF A, acceptance rate=3032/12957=23.4%, Oral)
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C31. [AAAI 2025] "Lightweight yet Fine-grained: A Graph Capsule Convolutional Network with Subspace Alignment for Shared-account Sequential Recommendation"
Jinyu Zhang, Zhongying Zhao, Chao Li, Yanwei Yu
Proceedings of Thirty-Ninth AAAI Conference on Artificial Intelligence
(CCF A, acceptance rate=3032/12957=23.4%, Oral)
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C30. [ICDE 2025] "Self-supervised Trajectory Representation Learning with Multi-scale Spatio-temporal Feature Exploration"
Hong Xia#, Xiao Zhang#, Yuan Cao, Lei Cao, Yanwei Yu*, Junyu Dong
Proceedings of 41th IEEE International Conference on Data Engineering
(CCF A, acceptance rate=300/1465=20.5%)
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J31. [GRL] "Skillful prediction of Indian monsoon intraseasonal precipitation using Central Indian Ocean mode and machine learning"
Lei Zhou, Yanwei Yu, Bingqi Yan, Xingyu Zhao#, Jianhuang Qin, Wei Tan, Youmin Tang, Xiaofeng Li, Xiaojing Li, Junyu Dong, Dake Chen, Raghu Murtugudde
Geophysical Research Letters, (JCR Q1)
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J30. [TGRS] "Adaptive Spatio-Temporal Graph Recurrent Network for Sea Surface Temperature Forecasting"
Xingyu Zhao#, Zhongyu Wang, Zhihao Zhang, Fangbo Lu, Yanwei Yu*, Junyu Dong
IEEE Transactions on Geoscience and Remote Sensing, (JCR Q1)
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C29. [KDD 2024] "Dataset Condensation for Time Series Classification via Dual Domain Matching"
Zhanyu Liu, Ke Hao, Guanjie Zheng, Yanwei Yu
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining
(CCF A, acceptance rate=409/2046=20%)
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C28. [ECML/PKDD 2024] "Hierarchical Graph Contrastive Learning for Review-Enhanced Recommendation"
Changsheng Shui#, Xiang Li#, Jianpeng Qi, Guiyuan Jiang, Yanwei Yu*
Joint European Conference on Machine Learning and Knowledge Discovery in Databases
(CCF B, acceptance rate=198/826=24%)
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C27. [CIKM 2024] "MoTTo: Scalable Motif Counting with Time-aware Topology Constraint for Large-scale Temporal Graphs"
Jiantao Li#, Jianpeng Qi#, Yueling Huang, Lei Cao, Yanwei Yu*, Junyu Dong
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management
(CCF B, acceptance rate=347/1496=23%)
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C26. [CIKM 2024] "Hypergraph Hash Learning for Efficient Trajectory Similarity Computation"
Yuan Cao, Lei Li, Xiangru Chen, Xue Xu, Zuojin Huang, Yanwei Yu*
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management
(CCF B, acceptance rate=347/1496=23%)
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C25. [IJCAI 2024] "Multi-Relational Graph Attention Network for Social Relationship Inference from Human Mobility Data"
Guangming Qin#, Jianpeng Qi#, Bin Wang, Guiyuan Jiang, Yanwei Yu*, Junyu Dong
Proceeddings of the 33rd International Joint Conference on Artificial Intelligence
(CCF A, acceptance rate=791/5651=14%)
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J29. [TIST] "MHGCN+: Multiplex Heterogeneous Graph Convolutional Network"
Chaofan Fu#, Pengyang Yu#, Yanwei Yu*, Chao Huang, Zhongying Zhao, Junyu Dong
ACM Transactions on Intelligent Systems and Technology
(Conference Extension, Online)
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J28. [TOIS] "MCN4Rec: Multi-Level Collaborative Neural Network for Next Location Recommendation"
Shuzhe Li#, Wei Chen#, Bin Wang, Chao Huang, Yanwei Yu*, Junyu Dong
ACM Transactions on Information Systems, (CCF A, Online)
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J27. [TKDD] "Trajectory-User Linking via Hierarchical Spatio-Temporal Attention Networks"
Wei Chen#, Chao Huang, Yanwei Yu*, Yongguo Jiang, Junyu Dong
ACM Transactions on Knowledge Discovery from Data, (CCF B)
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C24. [ISKE 2023] "DeepNWP4Wind: A Wind Forcasting Correction Solution in View of Multi-Criteria Evaluation"
Binyu Tan, Junrui Shi, Bin Wang, Yanwei Yu, Feng Hong, Tianrui Li
Proceddings of the 18th International Conference on Intelligent System and Knowledge Engineering
(Best Student Paper Reward)
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C23. [ISKE 2023] "ST-MoE: Spatio-temporal Mixture of Experts for Multivariate Time Series Forecasting"
Hanwen Liu, Yibing Zhang, Ximeng Wang, Bin Wang, Yanwei Yu
Proceddings of the 18th International Conference on Intelligent System and Knowledge Engineering
(Best Student Paper Reward)
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C22. [CIKM 2023] "Cross-city Few-Shot Traffic Forecasting via Traffic Pattern Bank"
Zhanyu Liu, Guanjie Zheng, Yanwei Yu
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management
(CCF B, acceptance rate=354/1472=24%)
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C21. [KDD 2023] "Multiplex Heterogeneous Graph Neural Network with Behavior Pattern Modeling"
Chaofan Fu#, Guanjie Zheng, Chao Huang, Yanwei Yu*, Junyu Dong
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining
(CCF A, acceptance rate=313/1416=22.1%)
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J26. [KBS] "Robust Anomaly Detection for Multivariate Time Series through Temporal GCNs and Attention-based VAE"
Yunfei Shi#, Bin Wang, Yanwei Yu*, Xianfeng Tang, Chao Huang, Junyu Dong
Knowledge-Based Systems, (JCR Q1, CCF C)
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J25. [FGCS] "Self-Supervised Contrastive Representation Learning for Large-Scale Trajectories"
Shuzhe Li#, Wei Chen#, Bingqi Yan#, Zhen Li#, Yanwei Yu*
Future Generation Computer Systems, (JCR Q1, CCF C)
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J24. [KBS] "Structural regularization based discriminative multi-view unsupervised feature selection"
Shixuan Zhou, Peng Song, Yanwei Yu, Wenming Zheng
Knowledge-Based Systems, (JCR Q1, CCF C)
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J23. [ESWA] "Session-based recommendation with hypergraph convolutional networks and sequential information embeddings"
Chengxin Ding, Zhongying Zhao, Chao Li, Yanwei Yu, Qingtian Zeng
Expert Systems with Applications 223, (JCR Q1, CCF C)
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J22. [ESWA] "OSGNN: Original graph and Subgraph aggregated Graph Neural Network"
Yeyu Yan, Chao Li, Yanwei Yu, Xiangju Li, Zhongying Zhao
Expert Systems with Applications 225, (JCR Q1, CCF C)
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C20. [AAAI 2023] "Graph Structure Learning on User Mobility Data for Social Relationship Inference"
Guangming Qin#, Lexue Song#, Yanwei Yu*, Chao Huang, Wenzhe Jia, Yuan Cao, Junyu Dong
Proceedings of Thirty-Seventh AAAI Conference on Artificial Intelligence
(CCF A, acceptance rate=1721/8777=19.6%)
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J21. [WWWJ] "PreCLN: Pretrained-based contrastive learning network for vehicle trajectory prediction"
Bingqi Yan#, Geng Zhao, Lexue Song#, Yanwei Yu*, Junyu Dong
World Wide Web Journal, (CCF B)
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J20. [TKDD] "Dynamic Multi-View Graph Neural Networks for Citywide Traffic Inference"
Shaojie Dai#, Jinshuai Wang#, Chao Huang, Yanwei Yu*, Junyu Dong
ACM Transactions on Knowledge Discovery from Data, (CCF B)
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J19. [KBS] "Heterogeneous Graph Neural Network for Attribute Completion"
Kai Wang#, Yanwei Yu*, Chao Huang, Zhongying Zhao, Junyu Dong
Knowledge-Based Systems, (JCR Q1, CCF C)
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C19. [KDD 2022] "Multiplex Heterogeneous Graph Convolutional Network"
Pengyang Yu#, Chaofan Fu#, Yanwei Yu*, Chao Huang, Zhongying Zhao, Junyu Dong
Proceedings of 28th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
(CCF A, acceptance rate=254/1695=15%)
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C18. [KDD 2022] "Multi-Behavior Hypergraph-Enhanced Transformer for Next-Item Recommendation"
Yuhao Yang, Chao Huang, Lianghao Xia, Yuxuan Liang, Yanwei Yu, Chenliang Li
Proceedings of 28th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
(CCF A, acceptance rate=254/1695=15%)
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C17. [IJCAI 2022] "Mutual Distillation Learning Network for Trajectory-User Linking"
Wei Chen#, Shuzhe Li#, Chao Huang, Yanwei Yu*, Yongguo Jiang, Junyu Dong
Proceedings of the 31st International Joint Conference on Artificial Intelligence
(CCF A, acceptance rate=681/4535=15%)
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C16. [ICDE 2022] "Scalable Motif Counting for Large-scale Temporal Graphs"
Zhongqiang Gao#, Chuanqi Cheng#, Yanwei Yu*, Lei Cao, Chao Huang, Junyu Dong
Proceedings of 38th IEEE International Conference on Data Engineering
(CCF A, acceptance rate=211/780=27.1%)
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J18. [DSE] "Spatio-Temporal Representation Learning with Social Tie for Personalized POI Recommendation"
Shaojie Dai#, Yanwei Yu*, Hao Fan, and Junyu Dong
Data Science and Engineering, (CCF C)
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J17. [TBD] "Citywide Traffic Volume Inference with Surveillance Camera Records"
Yanwei Yu*, Xianfeng Tang, Huaxiu Yao, Xiuwen Yi, Zhenhui Li
IEEE Transactions on Big Data, (CCF C)
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C15. [ICDM 2021] "Temporal Multi-view Graph Convolutional Networks for Citywide Traffic Volume Inference"
Shaojie Dai#, Jinshuai Wang#, Chao Huang, Yanwei Yu*, Junyu Dong
Proceedings of 21st IEEE International Conference on Data Mining
(CCF B, acceptance rate=198/990=20%)
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C14. [WWW 2021] "Motif-Preserving Dynamic Attributed Network Embedding"
Zhijun Liu#, Chao Huang, Yanwei Yu*, Junyu Dong
Proceedings of the Web Conference
(CCF A, acceptance rate=355/1736=20.4%)
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C13. [DASFAA 2021] "Personalized POI Recommendation: Spatio-Temporal Representation Learning with Social Ties"
Shaojie Dai#, Yanwei Yu*, Hao Fan, Junyu Dong
The 26th International Conference on Database System for Advanced Applications
(CCF B, acceptance rate=98/490=20%, ไผ็ง่ฎบๆ)
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C12. [CIKM 2020] "Fast Attributed Multiplex Heterogeneous Network Embedding"
Zhijun Liu#, Chao Huang, Yanwei Yu*, Baode Fan, Junyu Dong
Proceedings of the 29th ACM International Conference on Information and Knowledge Management
(CCF B, acceptance rate=194/970=20%)
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C11. [CIKM 2020] "Dynamic Representation Learning for Large-Scale Attributed Networks"
Zhijun Liu#, Chao Huang, Yanwei Yu*, Peng Song, Baode Fan, Junyu Dong
Proceedings of the 29th ACM International Conference on Information and Knowledge Management
(CCF B, acceptance rate=194/970=20%)
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C10. [PRCV 2020] "Student Performance Prediction based on Multi-View Network Embedding"
Jianian Li#, Yanwei Yu*, Peng Song, Yunhong Lu
3rd Chinese Conference on Pattern Recognition and Computer Vision, (CCF C)
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J16. [KBS] "Scalable KDE-based Top-n Local Outlier Detection over Large-Scale Data Streams"
Fang Liu#, Yanwei Yu*, Peng Song, Yangyang Fan, Xiangrong Tong
Knowledge-Based Systems, (JCR Q1, CCF C)
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J15. [TCDS] "Speech Emotion Recognition Based on Robust Discriminative Sparse Regression"
Peng Song, Wenming Zheng, Yanwei Yu, Shifeng Ou
IEEE Transactions on Cognitive and Developmental Systems
(In press)
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J14. [KBS] "Find You If You Drive: Inferring Home Locations for Vehicles with Surveillance Camera Data"
Kai Chen#,Yanwei Yu*, Peng Song, Xianfeng Tang, Lei Cao, Xiangrong Tong
Knowledge-Based Systems, (JCR Q1, CCF C)
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J13. [KBS] "Layer-constrained Variational Autoencoding Kernel Density Estimation Model for Anomaly Detection"
Peng Lv#,Yanwei Yu*, Yangyang Fan, Xianfeng Tang, Xiangrong Tong
Knowledge-Based Systems, (JCR Q1, CCF C)
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C9. [DASFAA 2020] "Anomaly Detection in High-dimensional Data Based on Autoregressive Flow"
Yanwei Yu*, Peng Lv#, Xiangrong Tong, Junyu Dong
25th International Conference on Database System for Advanced Applications
(CCF B, acceptance rate=119/487=24.4%)
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J12. [IS] "Shape-optimizing mesh warping method for stereoscopic panorama stitching"
Weiqing Yan, Guanghui Yue, Jindong Xu,Yanwei Yu, Kai Wang, Chang Tang, Xiangrong Tong
Information Sciences, (CCF B)
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J11. [IEEE Access] "Ordering-Based Kalman Filter Selective Ensemble for Classification"
Kai Yu#, Lihong Wang, Yanwei Yu*
IEEE Access
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J10. [AAS] "A fast algorithm for density-based Top-n local outlier detection"
Liu Fang#, Jianpeng Qi#, Yanwei Yu*, Lei Cao, Jindong Zhao
Acta Automatica Sinica, (CCF A Chinese Journal)
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C8. [WWW 2019] "Joint Modeling of Dense and Incomplete Trajectories for Citywide Traffic Volume Inference"
Xianfeng Tang, Boqing Gong, Yanwei Yu, Huaxiu Yao, Yandong Li, Haiyong Xie, Xiaoyu Wang
Proceeding of The Web Conference 2019
(CCF A, acceptance rate=225/1247=18%)
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J9. [ESWA] "Region Compatibility based Stability Assessment for Decision Trees"
Lihong Wang, Qiang Li, Yanwei Yu*, Jinglei Liu
Expert Systems with Applications, (CCF C)
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C7. [UbiComp 2018] "Inferring Mobility Relationship using Graph embedding"
Yanwei Yu*, Hongjian Wang, Zhenhui Li
The 2018 ACM International Joint Conference on Pervasive and Ubiquitous Computing
(CCF A, acceptance rate=24.8%)
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C6. [DASFAA 2018] "Representation Learning for Large-scale Dynamic Networks"
Yanwei Yu*, Huaxiu Yao, Hongjian Wang, Xianfeng Tang, Zhenhui Li
23rd International Conference on Database System for Advanced Applications
(CCF B, acceptance rate=83/360=23%)
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J8. [IEEE Access] "A Parameter Space Framework for Online Outlier Detection Over High-Volume Data Streams"
Guanzhe Zhao#, Yanwei Yu*, Peng Song, Geng Zhao, Zhe Ji
IEEE Access
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J7. [JOS] "Fast density-based clustering algorithm for location big data"
Yanwei Yu*, Zhaofei Jia#, Lei Cao, Jindong Zhao, Zhaowei Liu, Jinglei Liu
Ruan Jian Xue Bao/Journal of Software, (CCF A Chinese Journal)
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J6. [JZJU] "Multi-threading based continuous k-nearest neighbor queries for uncertain moving objects"
Jianpeng Qi#, Yanwei Yu*, Chuangcun Wang, Lei Cao, Peng Song
Journal of Zhejiang University (Engineering Science)
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J5. [ACM TODS] "Outlier Detection over Massive-Scale Trajectory Streams"
Yanwei Yu, Lei Cao, Elke Rundensteiner, Qin Wang
ACM Transactions on Database Systems, (CCF A)
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C5. [MDM 2017] "Discovering Moving Object Evolving Groups from Massive Trajectory Streams"
Ruoshan Lan#, Yanwei Yu*, Lei Cao, Peng Song, Yingjie Wang
International Conference on Mobile Data Management, (CCF C, acceptance rate=20/75=26.7%)
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J4. [IJDSN] "An Effective and Efficient Hierarchical K-means Clustering Algorithm"
Jianpeng Qi#, Yanwei Yu*, Lihong Wang, Jinglei Liu, Yingjie Wang
International Journal of Distributed Sensor Networks
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C4. [IDEAL 2016] "MR-Swarm: Mining Swarms from Big Spatio-Temporal Trajectories using MapReduce"
Yanwei Yu*, Jianpeng Qi#, Yunhui Lu, Yonggang Zhang, Zhaowei Liu
The 17th International Conference on Intelligent Data Engineering and Automated Learning
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C3. [SocialCom 2016] "K*-Means: An Effective and Efficient K-Means Clustering Algorithm"
Jianpeng Qi#, Yanwei Yu*, Lihong Wang, Jinglei Liu
IEEE International Conference on Social Computing and Networking
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J3. [PRAI] "Continuous K-Nearest Neighbor Queries for Uncertain Moving Objects"
Yanwei Yu*, Jianpeng Qi#, Peng Song, Yonggang Zhang
Pattern Recognition and Artificial Intelligence, (CCF B Chinese Journal)
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J2. [JOS] "Density-based cluster structure mining algorithm for high-volume data streams"
Yanwei Yu, Huan Wang, Qin Wang, Jindong Zhao
Ruan Jian Xue Bao/Journal of Software, (CCF A Chinese Journal)
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J1. [IJDSN] "Cludoop: An Efficient Distributed Density-based Clustering for Big Data using Hadoop"
Yanwei Yu*, Jindong Zhao, Xiaodong Wang, Qin Wang and Yonggang Zhang
International Journal of Distributed Sensor Networks
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C2. [KDD 2014] "Detecting Moving Object Outliers in Massive-Scale Trajectory Streams"
Yanwei Yu, Lei Cao, Elke Rundensteiner, Qin Wang
20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
(CCF A, acceptance rate=151/1036=14.6%)
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C1. [ICDE 2014] "Scalable Distance-Based Outlier Detection over High-Volume Data Streams"
Lei Cao, Di Yang, Qingyang Wang, Yanwei Yu, Jiayuan Wang, Elke Rundensteiner
2014 IEEE 30th International Conference on Data Engineering
(CCF A, acceptance rate=89/446=20%)
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