Kunqing Xie

Publication Activity (10 Years)

Years Active: 2004-2022
Publications (10 Years): 20

Top Topics

Top Venues

Publications

Xu Chen, Qiu Qiu, Changshan Li, Kunqing Xie
GraphAD: A Graph Neural Network for Entity-Wise Multivariate Time-Series Anomaly Detection. SIGIR (2022)
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)
Xu Chen, Qiu Qiu, Changshan Li, Kunqing Xie
GraphAD: A Graph Neural Network for Entity-Wise Multivariate Time-Series Anomaly Detection. CoRR (2022)
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 (2021)
Zheng Fang, Qingqing Long, Guojie Song, Kunqing Xie
Spatial-Temporal Graph ODE Networks for Traffic Flow Forecasting. CoRR (2021)
Zheng Fang, Qingqing Long, Guojie Song, Kunqing Xie
Spatial-Temporal Graph ODE Networks for Traffic Flow Forecasting. KDD (2021)
Xu Chen, Lun Du, Mengyuan Chen, Yun Wang, Qingqing Long, Kunqing Xie
Fast Hierarchy Preserving Graph Embedding via Subspace Constraints. ICASSP (2021)
Xu Chen, Junshan Wang, Kunqing Xie
TrafficStream: A Streaming Traffic Flow Forecasting Framework Based on Graph Neural Networks and Continual Learning. CoRR (2021)
Xu Chen, Junshan Wang, Kunqing Xie
TrafficStream: A Streaming Traffic Flow Forecasting Framework Based on Graph Neural Networks and Continual Learning. IJCAI (2021)
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)
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 (2020)
Yi Ren, Xu Chen, Kaigui Bian, Kunqing Xie
A Deep Learning Approach for Traffic Condition Prediction with Dependency Extraction and Transfer. FSDM (2019)
Yi Ren, Kunqing Xie
Transfer Knowledge Between Sub-regions for Traffic Prediction Using Deep Learning Method. IDEAL (1) (2019)
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)
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 (2017)
Shi Fang, Kaigui Bian, Haikun Hong, Kunqing Xie, Yuwen Fu
Using the traffic heterogeneity of Chinese toll highway networks for hierarchical clustering. TAAI (2016)
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)
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) (2016)
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)
Shi Fang, Kaigui Bian, Kunqing Xie
Vulnerability analysis of highway traffic networks using origin-destination tollgate data. ITSC (2016)
Wenhao Huang, Haikun Hong, Kaigui Bian, Xiabing Zhou, Guojie Song, Kunqing Xie
Improving deep neural network ensembles using reconstruction error. IJCNN (2015)
Guojie Song, Lei Han, Kunqing Xie
Overlapping Decomposition for Gaussian Graphical Modeling. IEEE Trans. Knowl. Data Eng. 27 (8) (2015)
Xiaodong Chen, Guojie Song, Xinran He, Kunqing Xie
On Influential Nodes Tracking in Dynamic Social Networks. SDM (2015)
Xiabing Zhou, Wenhao Huang, Ni Zhang, Weisong Hu, Sizhen Du, Guojie Song, Kunqing Xie
Probabilistic dynamic causal model for temporal data. IJCNN (2015)
Xiabing Zhou, Haikun Hong, Xingxing Xing, Wenhao Huang, Kaigui Bian, Kunqing Xie
Mining Dependencies Considering Time Lag in Spatio-Temporal Traffic Data. WAIM (2015)
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)
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)
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)
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) (2015)
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)
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)
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) (2014)
Xingxing Xing, Man Li, Weisong Hu, Wenhao Huang, Guojie Song, Kunqing Xie
A Spatial-temporal Topic Segmentation Model for Human Mobile Behavior. WAIM (2014)
Wenhao Huang, Haikun Hong, Guojie Song, Kunqing Xie
Deep process neural network for temporal deep learning. IJCNN (2014)
Xingxing Xing, Wenhao Huang, Guojie Song, Kunqing Xie
Traffic zone division using mobile billing data. FSKD (2014)
Lei Han, Yu Zhang, Guojie Song, Kunqing Xie
Encoding Tree Sparsity in Multi-Task Learning: A Probabilistic Framework. AAAI (2014)
Wenhao Huang, Ni Zhang, Weisong Hu, Haikun Hong, Guojie Song, Kunqing Xie
Dynamic boosting in deep learning using reconstruction error. IJCNN (2014)
Haikun Hong, Wenhao Huang, Guojie Song, Kunqing Xie
Metric-Based Multi-Task Grouping Neural Network for Traffic Flow Forecasting. ISNN (2014)
Wenhao Huang, Haikun Hong, Man Li, Weisong Hu, Guojie Song, Kunqing Xie
Deep Architecture for Traffic Flow Prediction. ADMA (2) (2013)
Wenhao Huang, Man Li, Weisong Hu, Guojie Song, Xingxing Xing, Kunqing Xie
Cost sensitive GPS-based activity recognition. FSKD (2013)
Wenhao Huang, Man Li, Weisong Hu, Guojie Song, Kunqing Xie
Hierarchical destination prediction based on GPS history. FSKD (2013)
Wenhao Huang, Man Li, Weisong Hu, Guojie Song, Kunqing Xie
Automated urban location annotation on mobile records. FSKD (2013)
Wenhao Huang, Guojie Song, Man Li, Weisong Hu, Kunqing Xie
Adaptive Weight Optimization for Classification of Imbalanced Data. IScIDE (2013)
Tianshu Wu, Kunqing Xie, Chengkai Nie, Guojie Song
An Adaption of Relief for Redundant Feature Elimination. ISNN (2) (2012)
Lei Han, Guojie Song, Gao Cong, Kunqing Xie
Overlapping decomposition for causal graphical modeling. KDD (2012)
Tianshu Wu, Kunqing Xie, Dong Xinpin, Guojie Song
A online boosting approach for traffic flow forecasting under abnormal conditions. FSKD (2012)
Ping Zhang, Kunqing Xie, Guojie Song
A short-term freeway traffic flow prediction method based on road section traffic flow structure pattern. ITSC (2012)
Ruiqi Liu, Xingxing Xing, Guojie Song, Kunqing Xie, Ping Zhang
Measurement analysis of traffic flow uncertainty on Chinese highway network. ITSC (2012)
Qingye Jiang, Guojie Song, Gao Cong, Yu Wang, Wenjun Si, Kunqing Xie
Simulated Annealing Based Influence Maximization in Social Networks. AAAI (2011)
Nan Zhao, Wenhao Huang, Guojie Song, Kunqing Xie
Discrete Trajectory Prediction on Mobile Data. APWeb (2011)
Guanhua Chen, Xiuli Ma, Dongqing Yang, Shiwei Tang, Meng Shuai, Kunqing Xie
representatives. Soft Comput. 15 (5) (2011)
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)
Yu Wang, Gao Cong, Guojie Song, Kunqing Xie
Community-based greedy algorithm for mining top-K influential nodes in mobile social networks. KDD (2010)
Yixian Sun, Kunqing Xie, Xiujun Ma, Ping Zhang, Xiong Li
Agent-based spatial resource management with non-center controller in distributed environment. Geoinformatics (2010)
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)
Ping Zhang, Xiujun Ma, Zijian Pan, Xiong Li, Kunqing Xie
Multi-Agent Cooperative Reinforcement Learning in 3D Virtual World. ICSI (1) (2010)
Ping Zhang, Kunqing Xie, Xiujun Ma, Xiong Li, Yixian Sun
A replication strategy based on swarm intelligence in spatial data grid. Geoinformatics (2010)
Lei Han, Meng Shuai, Kunqing Xie, Guojie Song, Xiujun Ma
Locally kernel regression adapting with data distribution in prediction of traffic flow. Geoinformatics (2010)
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)
Zhengbin Dong, Guojie Song, Kunqing Xie, Ke Tang, Jingyao Wang
Statistical Analysis of Real Large-Scale Mobile Social Network. FSKD (2) (2009)
Tianshu Wu, Kunqing Xie, Guojie Song, Xingui He
Numerical Learning Method for Process Neural Network. ISNN (1) (2009)
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)
Guojie Song, Bin Cui, Baihua Zheng, Kunqing Xie, Dongqing Yang
Accelerating sequence searching: dimensionality reduction method. Knowl. Inf. Syst. 20 (3) (2009)
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)
Fan Lin, Kunqing Xie, Guojie Song, Tianshu Wu
A Novel Spatio-temporal Clustering Approach by Process Similarity. FSKD (5) (2009)
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)
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)
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)
Xiujun Ma, Zhongya Wei, Yanwei Chai, Kunqing Xie
Integrating Map Services and Location-based Services for Geo-Referenced Individual Data Collection. IGARSS (5) (2008)
Tianshu Wu, Kunqing Xie, Guojie Song, Cheng Hu
A Multiple SVR Approach with Time Lags for Traffic Flow Prediction. ITSC (2008)
Meng Shuai, Kunqing Xie, Xiujun Ma, Guojie Song
An On-Road Wireless Sensor Network Approach for Urban Traffic State Monitoring. ITSC (2008)
Yufei Bai, Xiujun Ma, Kunqing Xie, Cuo Cai, Ke Li
Agent-Based Spatial Query Optimization in a Grid Environment. CSSE (4) (2008)
Meng Shuai, Kunqing Xie, Guanhua Chen, Xiuli Ma, Guojie Song
A Kalman Filter Based Approach for Outlier Detection in Sensor Networks. CSSE (4) (2008)
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)
Guojie Song, Bin Cui, Baihua Zheng, Kunqing Xie, Dongqing Yang
Squeezing Long Sequence Data for Efficient Similarity Search. APWeb (2008)
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 (2007)
Cuo Cai, Kunqing Xie
Measuring Data Quality of Geoscience Datasets Using Data Mining Techniques. Data Sci. J. 6 (2007)
Yizhou Sun, Kunqing Xie, Ning Liu, Shuicheng Yan, Benyu Zhang, Zheng Chen
Causal relation of queries from temporal logs. WWW (2007)
Xiaoping Gao, Kunqing Xie, Xingxing Jin, Xiaofeng Lei
Data Mining for Teleconnections in Global Climate Datasets. Data Sci. J. 6 (2007)
Chenyu Li, Kunqing Xie, Xiujun Ma, Cuo Cai, Yanfeng Sun
A Distributed Cooperative Technology for Spatial Grid Computing. Data Sci. J. 6 (2007)
Ke Li, Fan Lin, Kunqing Xie
An Efficient High Dimensional Cluster Method and its Application in Global Climate Sets. Data Sci. J. 6 (2007)
Wen Pu, Ning Liu, Shuicheng Yan, Jun Yan, Kunqing Xie, Zheng Chen
Local Word Bag Model for Text Categorization. ICDM (2007)
Guojie Song, Dongqing Yang, Yunfeng Liu, Bin Cui, Ling Wu, Kunqing Xie
An Optimized Process Neural Network Model. DASFAA (2007)
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)
Xiujun Ma, Gang Li, Kunqing Xie, Meng Shuai
A peer-to-peer approach to Geospatial Web Services discovery. Infoscale (2006)
Yuanzhi Zhang, Kunqing Xie, Xiujun Ma, Dan Xu, Cuo Cai, Shiwei Tang
Spatial data cube: provides better support for spatial data mining. IGARSS (2005)
Yuxiang Sun, Kunqing Xie, Xiujun Ma, Xingxing Jin, Wen Pu, Xiaoping Gao
Detecting spatio-temporal outliers in climate dataset: a method study. IGARSS (2005)
Yanfeng Sun, Xiujun Ma, Kunqing Xie, Guanhua Chen, Chen Liu, Chenyu Li, Zhuo Chen
A compensation mechanism in GIS Web service composition. IGARSS (2005)
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)
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)
Dan Xu, Xiujun Ma, Kunqing Xie, Liang Han, Huibin Zhang, Wen Pu, Haitao Zhang
Adaptive sampling for selectivity estimation in spatial database. IGARSS (2005)
Lizhen Wang, Kunqing Xie, Tao Chen, Xiuli Ma
Efficient discovery of multilevel spatial association rules using partitions. Inf. Softw. Technol. 47 (13) (2005)
Chenyu Li, Xiujun Ma, Kunqing Xie, Yuxiang Sun, Cuo Cai, Wen Pu
A spatio-temporal aquarium for visual exploration on geographic phenomena. IGARSS (2005)
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)
Xiujun Ma, Kunqing Xie, Chen Liu, Chenyu Li
Dynamic Geospatial Web Services Composition in Peer-to-Peer Networks. ASIAN (2005)
Zhi-Hong Deng, Shiwei Tang, Dongqing Yang, Ming Zhang, Liyu Li, Kunqing Xie
A Comparative Study on Feature Weight in Text Categorization. APWeb (2004)