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2020 – today
- 2022
[c78]Xu Chen, Qiu Qiu, Changshan Li, Kunqing Xie:
GraphAD: A Graph Neural Network for Entity-Wise Multivariate Time-Series Anomaly Detection. SIGIR 2022: 2297-2302- [c77]Lun Du
, Xu Chen, Fei Gao, Qiang Fu, Kunqing Xie, Shi Han, Dongmei Zhang:
Understanding and Improvement of Adversarial Training for Network Embedding from an Optimization Perspective. WSDM 2022: 230-240 - [i5]Xu Chen, Qiu Qiu, Changshan Li, Kunqing Xie:
GraphAD: A Graph Neural Network for Entity-Wise Multivariate Time-Series Anomaly Detection. CoRR abs/2205.11139 (2022) - 2021
- [c76]Xu Chen, Lun Du, Mengyuan Chen, Yun Wang, Qingqing Long, Kunqing Xie:
Fast Hierarchy Preserving Graph Embedding via Subspace Constraints. ICASSP 2021: 3580-3584 - [c75]Xu Chen, Junshan Wang, Kunqing Xie:
TrafficStream: A Streaming Traffic Flow Forecasting Framework Based on Graph Neural Networks and Continual Learning. IJCAI 2021: 3620-3626 - [c74]Zheng Fang, Qingqing Long, Guojie Song, Kunqing Xie:
Spatial-Temporal Graph ODE Networks for Traffic Flow Forecasting. KDD 2021: 364-373 - [i4]Lun Du, Xu Chen, Fei Gao, Kunqing Xie, Shi Han, Dongmei Zhang:
Understanding and Improvement of Adversarial Training for Network Embedding from an Optimization Perspective. CoRR abs/2105.08007 (2021) - [i3]Xu Chen, Junshan Wang, Kunqing Xie:
TrafficStream: A Streaming Traffic Flow Forecasting Framework Based on Graph Neural Networks and Continual Learning. CoRR abs/2106.06273 (2021) - [i2]Zheng Fang, Qingqing Long, Guojie Song, Kunqing Xie:
Spatial-Temporal Graph ODE Networks for Traffic Flow Forecasting. CoRR abs/2106.12931 (2021) - 2020
- [c73]Xu Chen, Yuanxing Zhang, Lun Du, Zheng Fang, Yi Ren, Kaigui Bian, Kunqing Xie:
TSSRGCN: Temporal Spectral Spatial Retrieval Graph Convolutional Network for Traffic Flow Forecasting. ICDM 2020: 954-959 - [i1]Xu Chen, Yuanxing Zhang, Lun Du, Zheng Fang, Yi Ren, Kaigui Bian, Kunqing Xie:
TSSRGCN: Temporal Spectral Spatial Retrieval Graph Convolutional Network for Traffic Flow Forecasting. CoRR abs/2011.14638 (2020)
2010 – 2019
- 2019
- [c72]Yi Ren, Xu Chen, Kaigui Bian, Kunqing Xie:
A Deep Learning Approach for Traffic Condition Prediction with Dependency Extraction and Transfer. FSDM 2019: 724-731 - [c71]Yi Ren, Xu Chen, Sheng Wan, Kunqing Xie, Kaigui Bian:
Passenger Flow Prediction in Traffic System Based on Deep Neural Networks and Transfer Learning Method. ICITE 2019: 115-120 - [c70]Yi Ren, Kunqing Xie:
Transfer Knowledge Between Sub-regions for Traffic Prediction Using Deep Learning Method. IDEAL (1) 2019: 208-219 - 2017
- [j13]Xiabing Zhou, Haikun Hong, Xingxing Xing, Kaigui Bian, Kunqing Xie, Mingliang Xu:
Discovering spatio-temporal dependencies based on time-lag in intelligent transportation data. Neurocomputing 259: 76-84 (2017) - 2016
- [j12]Xiabing Zhou, Xingxing Xing, Lei Han, Haikun Hong, Kaigui Bian, Kunqing Xie:
Structure Feature Learning Method for Incomplete Data. Int. J. Pattern Recognit. Artif. Intell. 30(9): 1660007:1-1660007:19 (2016) - [c69]Shi Fang, Kaigui Bian, Kunqing Xie:
Vulnerability analysis of highway traffic networks using origin-destination tollgate data. ITSC 2016: 1957-1963 - [c68]Shi Fang, Kaigui Bian, Kunqing Xie, Dongxiao Cui, Haikun Hong:
The shortest path or not? Analyzing the ambiguity of path selection in China's toll highway networks. ITSC 2016: 1964-1969 - [c67]Sheng Wan, Ji Meng, Shi Fang, Xingxing Xing, Kunqing Xie, Kaigui Bian:
Predictability analysis on expressway vehicle mobility using electronic toll collection data. ITSC 2016: 2589-2594 - [c66]Shi Fang, Kaigui Bian, Haikun Hong, Kunqing Xie, Yuwen Fu:
Using the traffic heterogeneity of Chinese toll highway networks for hierarchical clustering. TAAI 2016: 90-95 - 2015
- [j11]Guojie Song, Lei Han, Kunqing Xie:
Overlapping Decomposition for Gaussian Graphical Modeling. IEEE Trans. Knowl. Data Eng. 27(8): 2217-2230 (2015) - [j10]Guojie Song, Xiabing Zhou, Yu Wang, Kunqing Xie:
Influence Maximization on Large-Scale Mobile Social Network: A Divide-and-Conquer Method. IEEE Trans. Parallel Distributed Syst. 26(5): 1379-1392 (2015) - [c65]Xiabing Zhou, Lei Han, Xingxing Xing, Haikun Hong, Wenhao Huang, Kaigui Bian, Kunqing Xie:
Incorporating temporal smoothness and group structure in learning with incomplete data. FSKD 2015: 1055-1060 - [c64]Haikun Hong, Wenhao Huang, Xiabing Zhou, Sizhen Du, Kaigui Bian, Kunqing Xie:
Short-term traffic flow forecasting: Multi-metric KNN with related station discovery. FSKD 2015: 1670-1675 - [c63]Haikun Hong, Xiabing Zhou, Wenhao Huang, Xingxing Xing, Fei Chen, Yu Lei, Kaigui Bian, Kunqing Xie:
Learning Common Metrics for Homogenous Tasks in Traffic Flow Prediction. ICMLA 2015: 1007-1012 - [c62]Wenhao Huang, Haikun Hong, Kaigui Bian, Xiabing Zhou, Guojie Song, Kunqing Xie:
Improving deep neural network ensembles using reconstruction error. IJCNN 2015: 1-7 - [c61]Xiabing Zhou, Wenhao Huang, Ni Zhang, Weisong Hu, Sizhen Du, Guojie Song, Kunqing Xie:
Probabilistic dynamic causal model for temporal data. IJCNN 2015: 1-8 - [c60]Xingxing Xing, Xiabing Zhou, Haikun Hong, Wenhao Huang, Kaigui Bian, Kunqing Xie:
Traffic Flow Decomposition and Prediction Based on Robust Principal Component Analysis. ITSC 2015: 2219-2224 - [c59]Haikun Hong, Wenhao Huang, Xingxing Xing, Xiabing Zhou, Hongyu Lu, Kaigui Bian, Kunqing Xie:
Hybrid Multi-metric K-Nearest Neighbor Regression for Traffic Flow Prediction. ITSC 2015: 2262-2267 - [c58]Xiaodong Chen, Guojie Song, Xinran He, Kunqing Xie:
On Influential Nodes Tracking in Dynamic Social Networks. SDM 2015: 613-621 - [c57]Xiabing Zhou, Haikun Hong, Xingxing Xing, Wenhao Huang, Kaigui Bian, Kunqing Xie:
Mining Dependencies Considering Time Lag in Spatio-Temporal Traffic Data. WAIM 2015: 285-296 - 2014
- [j9]Wenhao Huang, Guojie Song, Haikun Hong, Kunqing Xie:
Deep Architecture for Traffic Flow Prediction: Deep Belief Networks With Multitask Learning. IEEE Trans. Intell. Transp. Syst. 15(5): 2191-2201 (2014) - [c56]Lei Han, Yu Zhang, Guojie Song, Kunqing Xie:
Encoding Tree Sparsity in Multi-Task Learning: A Probabilistic Framework. AAAI 2014: 1854-1860 - [c55]Xingxing Xing, Wenhao Huang, Guojie Song, Kunqing Xie:
Traffic zone division using mobile billing data. FSKD 2014: 692-697 - [c54]Wenhao Huang, Haikun Hong, Guojie Song, Kunqing Xie:
Deep process neural network for temporal deep learning. IJCNN 2014: 465-472 - [c53]Wenhao Huang, Ni Zhang, Weisong Hu, Haikun Hong, Guojie Song, Kunqing Xie:
Dynamic boosting in deep learning using reconstruction error. IJCNN 2014: 473-480 - [c52]Haikun Hong, Wenhao Huang, Guojie Song, Kunqing Xie:
Metric-Based Multi-Task Grouping Neural Network for Traffic Flow Forecasting. ISNN 2014: 499-507 - [c51]Xingxing Xing, Man Li, Weisong Hu, Wenhao Huang, Guojie Song, Kunqing Xie:
A Spatial-temporal Topic Segmentation Model for Human Mobile Behavior. WAIM 2014: 255-267 - 2013
- [c50]Wenhao Huang, Haikun Hong, Man Li, Weisong Hu, Guojie Song, Kunqing Xie:
Deep Architecture for Traffic Flow Prediction. ADMA (2) 2013: 165-176 - [c49]Wenhao Huang, Man Li, Weisong Hu, Guojie Song, Kunqing Xie:
Automated urban location annotation on mobile records. FSKD 2013: 951-956 - [c48]Wenhao Huang, Man Li, Weisong Hu, Guojie Song, Xingxing Xing, Kunqing Xie:
Cost sensitive GPS-based activity recognition. FSKD 2013: 962-966 - [c47]Wenhao Huang, Man Li, Weisong Hu, Guojie Song, Kunqing Xie:
Hierarchical destination prediction based on GPS history. FSKD 2013: 972-977 - [c46]Wenhao Huang, Guojie Song, Man Li, Weisong Hu, Kunqing Xie:
Adaptive Weight Optimization for Classification of Imbalanced Data. IScIDE 2013: 546-553 - 2012
- [c45]Tianshu Wu, Kunqing Xie, Dong Xinpin, Guojie Song:
A online boosting approach for traffic flow forecasting under abnormal conditions. FSKD 2012: 2555-2559 - [c44]Tianshu Wu, Kunqing Xie, Chengkai Nie, Guojie Song:
An Adaption of Relief for Redundant Feature Elimination. ISNN (2) 2012: 73-81 - [c43]Ping Zhang, Kunqing Xie, Guojie Song:
A short-term freeway traffic flow prediction method based on road section traffic flow structure pattern. ITSC 2012: 534-539 - [c42]Ruiqi Liu, Xingxing Xing, Guojie Song, Kunqing Xie, Ping Zhang:
Measurement analysis of traffic flow uncertainty on Chinese highway network. ITSC 2012: 540-545 - [c41]Lei Han, Guojie Song, Gao Cong, Kunqing Xie:
Overlapping decomposition for causal graphical modeling. KDD 2012: 114-122 - 2011
- [j8]Guanhua Chen, Xiuli Ma, Dongqing Yang, Shiwei Tang, Meng Shuai, Kunqing Xie:
Efficient approaches for summarizing subspace clusters into k representatives. Soft Comput. 15(5): 845-853 (2011) - [c40]Qingye Jiang, Guojie Song, Gao Cong, Yu Wang, Wenjun Si, Kunqing Xie:
Simulated Annealing Based Influence Maximization in Social Networks. AAAI 2011: 127-132 - [c39]Dafeng Xu, Guojie Song, Peng Gao, Rongzeng Cao, Xinwei Nie, Kunqing Xie:
Transportation Modes Identification from Mobile Phone Data Using Probabilistic Models. ADMA (2) 2011: 359-371 - [c38]Nan Zhao, Wenhao Huang, Guojie Song, Kunqing Xie:
Discrete Trajectory Prediction on Mobile Data. APWeb 2011: 77-88 - 2010
- [c37]Wenhao Huang, Zhengbin Dong, Nan Zhao, Hao Tian, Guojie Song, Guanhua Chen, Yun Jiang, Kunqing Xie:
Anchor Points Seeking of Large Urban Crowd Based on the Mobile Billing Data. ADMA (1) 2010: 346-357 - [c36]Lei Han, Meng Shuai, Kunqing Xie, Guojie Song, Xiujun Ma:
Locally kernel regression adapting with data distribution in prediction of traffic flow. Geoinformatics 2010: 1-6 - [c35]Yixian Sun, Kunqing Xie, Xiujun Ma, Ping Zhang, Xiong Li:
Agent-based spatial resource management with non-center controller in distributed environment. Geoinformatics 2010: 1-4 - [c34]Hao Tian, Xiujun Ma, Han Wang, Guojie Song, Kunqing Xie:
A novel approach to estimate human space-time path based on mobile phone call records. Geoinformatics 2010: 1-6 - [c33]Ping Zhang, Kunqing Xie, Xiujun Ma, Xiong Li, Yixian Sun:
A replication strategy based on swarm intelligence in spatial data grid. Geoinformatics 2010: 1-5 - [c32]Yu Wang, Gao Cong, Guojie Song, Kunqing Xie:
Community-based greedy algorithm for mining top-K influential nodes in mobile social networks. KDD 2010: 1039-1048 - [c31]Ping Zhang, Xiujun Ma, Zijian Pan, Xiong Li, Kunqing Xie:
Multi-Agent Cooperative Reinforcement Learning in 3D Virtual World. ICSI (1) 2010: 731-739
2000 – 2009
- 2009
- [j7]Guojie Song, Bin Cui, Baihua Zheng, Kunqing Xie, Dongqing Yang:
Accelerating sequence searching: dimensionality reduction method. Knowl. Inf. Syst. 20(3): 301-322 (2009) - [c30]Zhengbin Dong, Wenjie Wu, Xiujun Ma, Kunqing Xie, Fengjun Jin:
Mining the Structure and Evolution of the Airport Network of China over the Past Twenty Years. ADMA 2009: 104-115 - [c29]Fan Lin, Kunqing Xie, Guojie Song, Tianshu Wu:
A Novel Spatio-temporal Clustering Approach by Process Similarity. FSKD (5) 2009: 150-154 - [c28]Zhengbin Dong, Guojie Song, Kunqing Xie, Yixian Sun, Jingyao Wang:
Adequacy of Data for Mining Individual Friendship Pattern from Cellular Phone Call Logs. FSKD (5) 2009: 573-577 - [c27]Zhengbin Dong, Guojie Song, Kunqing Xie, Ke Tang, Jingyao Wang:
Statistical Analysis of Real Large-Scale Mobile Social Network. FSKD (2) 2009: 612-616 - [c26]Tianshu Wu, Kunqing Xie, Guojie Song, Xingui He:
Numerical Learning Method for Process Neural Network. ISNN (1) 2009: 670-678 - 2008
- [c25]Guojie Song, Bin Cui, Baihua Zheng, Kunqing Xie, Dongqing Yang:
Squeezing Long Sequence Data for Efficient Similarity Search. APWeb 2008: 438-449 - [c24]Meng Shuai, Kunqing Xie, Guanhua Chen, Xiuli Ma, Guojie Song:
A Kalman Filter Based Approach for Outlier Detection in Sensor Networks. CSSE (4) 2008: 154-157 - [c23]Yufei Bai, Xiujun Ma, Kunqing Xie, Cuo Cai, Ke Li:
Agent-Based Spatial Query Optimization in a Grid Environment. CSSE (4) 2008: 611-614 - [c22]Yufei Bai, Xiujun Ma, Kunqing Xie, Ping Zhang, Xiong Li, Yixian Sun, Ke Li:
Agent-based Spatial Query Processing and Resource Management in Grid Environment. GCC 2008: 133-140 - [c21]Meng Shuai, Kunqing Xie, Wen Pu, Guojie Song, Xiujun Ma:
An online approach based on locally weighted learning for short-term traffic flow prediction. GIS 2008: 45 - [c20]Xiujun Ma, Zhongya Wei, Yanwei Chai, Kunqing Xie:
Integrating Map Services and Location-based Services for Geo-Referenced Individual Data Collection. IGARSS (5) 2008: 81-84 - [c19]Shan He, Cheng Hu, Guojie Song, Kunqing Xie, Yizhou Sun:
Real-Time Short-Term Traffic Flow Forecasting Based on Process Neural Network. ISNN (2) 2008: 560-569 - [c18]Tianshu Wu, Kunqing Xie, Guojie Song, Cheng Hu:
A Multiple SVR Approach with Time Lags for Traffic Flow Prediction. ITSC 2008: 228-233 - [c17]Cheng Hu, Kunqing Xie, Guojie Song, Tianshu Wu:
Hybrid Process Neural Network based on Spatio-Temporal Similarities for Short-Term Traffic Flow Prediction. ITSC 2008: 253-258 - [c16]Meng Shuai, Kunqing Xie, Xiujun Ma, Guojie Song:
An On-Road Wireless Sensor Network Approach for Urban Traffic State Monitoring. ITSC 2008: 1195-1200 - 2007
- [j6]Xiaoping Gao, Kunqing Xie, Xingxing Jin, Xiaofeng Lei:
Data Mining for Teleconnections in Global Climate Datasets. Data Sci. J. 6: 611-619 (2007) - [j5]Ke Li, Fan Lin, Kunqing Xie:
An Efficient High Dimensional Cluster Method and its Application in Global Climate Sets. Data Sci. J. 6: 690-697 (2007) - [j4]Cuo Cai, Kunqing Xie:
Measuring Data Quality of Geoscience Datasets Using Data Mining Techniques. Data Sci. J. 6: 738-742 (2007) - [j3]Fan Lin, Xingxing Jin, Cheng Hu, Xiaoping Gao, Kunqing Xie, Xiaofeng Lei:
Discovery of Teleconnections Using Data Mining Technologies in Global Climate Datasets. Data Sci. J. 6: 749-755 (2007) - [j2]Chenyu Li, Kunqing Xie, Xiujun Ma, Cuo Cai, Yanfeng Sun:
A Distributed Cooperative Technology for Spatial Grid Computing. Data Sci. J. 6: 889-897 (2007) - [c15]Guojie Song, Dongqing Yang, Bin Cui, Baihua Zheng, Yunfeng Liu, Kunqing Xie:
CLAIM: An Efficient Method for Relaxed Frequent Closed Itemsets Mining over Stream Data. DASFAA 2007: 664-675 - [c14]Guojie Song, Dongqing Yang, Yunfeng Liu, Bin Cui, Ling Wu, Kunqing Xie:
An Optimized Process Neural Network Model. DASFAA 2007: 898-904 - [c13]Wen Pu, Ning Liu, Shuicheng Yan, Jun Yan, Kunqing Xie, Zheng Chen:
Local Word Bag Model for Text Categorization. ICDM 2007: 625-630 - [c12]Yizhou Sun, Kunqing Xie, Ning Liu, Shuicheng Yan, Benyu Zhang, Zheng Chen:
Causal relation of queries from temporal logs. WWW 2007: 1141-1142 - 2006
- [c11]Xiujun Ma, Gang Li, Kunqing Xie, Meng Shuai:
A peer-to-peer approach to Geospatial Web Services discovery. Infoscale 2006: 53 - 2005
- [j1]Lizhen Wang, Kunqing Xie, Tao Chen, Xiuli Ma:
Efficient discovery of multilevel spatial association rules using partitions. Inf. Softw. Technol. 47(13): 829-840 (2005) - [c10]Xiujun Ma, Kunqing Xie, Chen Liu, Chenyu Li:
Dynamic Geospatial Web Services Composition in Peer-to-Peer Networks. ASIAN 2005: 257-258 - [c9]Guanhua Chen, Kunqing Xie, Xiujun Ma, Yanfeng Sun, Yuanzhi Zhang, Lebin Sun:
G-WSDL: a data-oriented approach to model GIS Web services. IGARSS 2005: 4 - [c8]Liang Han, Jie Wu, Kunqing Xie, Xiujun Ma, Dan Xu, Huibin Zhang, Zhuo Chen:
A spatio-temporal database prototype for managing moving objects in GIS. IGARSS 2005: 4 - [c7]Xingxing Jin, Yingkun Cai, Kunqing Xie, Xiujun Ma, Yuxiang Sun, Cuo Cai:
A novel method to integrate spatial data mining and geographic information system. IGARSS 2005: 4 - [c6]Yanfeng Sun, Xiujun Ma, Kunqing Xie, Guanhua Chen, Chen Liu, Chenyu Li, Zhuo Chen:
A compensation mechanism in GIS Web service composition. IGARSS 2005: 4 - [c5]Yuxiang Sun, Kunqing Xie, Xiujun Ma, Xingxing Jin, Wen Pu, Xiaoping Gao:
Detecting spatio-temporal outliers in climate dataset: a method study. IGARSS 2005: 4 - [c4]Dan Xu, Xiujun Ma, Kunqing Xie, Liang Han, Huibin Zhang, Wen Pu, Haitao Zhang:
Adaptive sampling for selectivity estimation in spatial database. IGARSS 2005: 4 - [c3]Yuanzhi Zhang, Kunqing Xie, Xiujun Ma, Dan Xu, Cuo Cai, Shiwei Tang:
Spatial data cube: provides better support for spatial data mining. IGARSS 2005: 4 - [c2]Chenyu Li, Xiujun Ma, Kunqing Xie, Yuxiang Sun, Cuo Cai, Wen Pu:
A spatio-temporal aquarium for visual exploration on geographic phenomena. IGARSS 2005: 3641-3644 - 2004
- [c1]Zhi-Hong Deng, Shiwei Tang, Dongqing Yang, Ming Zhang, Liyu Li, Kunqing Xie:
A Comparative Study on Feature Weight in Text Categorization. APWeb 2004: 588-597
Coauthor Index
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