Kunqing Xie

According to our database, Kunqing Xie authored at least 92 papers between 2004 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Understanding and Improvement of Adversarial Training for Network Embedding from an Optimization Perspective.

Lun Du, Xu Chen, Fei Gao, Qiang Fu, Kunqing Xie, Shi Han, Dongmei Zhang

Proceedings of the WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21, 2022

GraphAD: A Graph Neural Network for Entity-Wise Multivariate Time-Series Anomaly Detection.

Xu Chen, Qiu Qiu, Changshan Li, Kunqing Xie

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

2021

Understanding and Improvement of Adversarial Training for Network Embedding from an Optimization Perspective.

Lun Du, Xu Chen, Fei Gao, Kunqing Xie, Shi Han, Dongmei Zhang

CoRR, 2021

Spatial-Temporal Graph ODE Networks for Traffic Flow Forecasting.

Zheng Fang, Qingqing Long, Guojie Song, Kunqing Xie

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

TrafficStream: A Streaming Traffic Flow Forecasting Framework Based on Graph Neural Networks and Continual Learning.

Xu Chen, Junshan Wang, Kunqing Xie

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Fast Hierarchy Preserving Graph Embedding via Subspace Constraints.

Xu Chen, Lun Du, Mengyuan Chen, Yun Wang, Qingqing Long, Kunqing Xie

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

TSSRGCN: Temporal Spectral Spatial Retrieval Graph Convolutional Network for Traffic Flow Forecasting.

Xu Chen, Yuanxing Zhang, Lun Du, Zheng Fang, Yi Ren, Kaigui Bian, Kunqing Xie

Proceedings of the 20th IEEE International Conference on Data Mining, 2020

2019

Transfer Knowledge Between Sub-regions for Traffic Prediction Using Deep Learning Method.

Yi Ren, Kunqing Xie

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2019, 2019

Passenger Flow Prediction in Traffic System Based on Deep Neural Networks and Transfer Learning Method.

Yi Ren, Xu Chen, Sheng Wan, Kunqing Xie, Kaigui Bian

Proceedings of the 4th International Conference on Intelligent Transportation Engineering, 2019

A Deep Learning Approach for Traffic Condition Prediction with Dependency Extraction and Transfer.

Yi Ren, Xu Chen, Kaigui Bian, Kunqing Xie

Proceedings of the Fuzzy Systems and Data Mining V, 2019

2017

Discovering spatio-temporal dependencies based on time-lag in intelligent transportation data.

Xiabing Zhou, Haikun Hong, Xingxing Xing, Kaigui Bian, Kunqing Xie, Mingliang Xu

Neurocomputing, 2017

2016

Structure Feature Learning Method for Incomplete Data.

Xiabing Zhou, Xingxing Xing, Lei Han, Haikun Hong, Kaigui Bian, Kunqing Xie

Int. J. Pattern Recognit. Artif. Intell., 2016

Using the traffic heterogeneity of Chinese toll highway networks for hierarchical clustering.

Shi Fang, Kaigui Bian, Haikun Hong, Kunqing Xie, Yuwen Fu

Proceedings of the Conference on Technologies and Applications of Artificial Intelligence, 2016

Predictability analysis on expressway vehicle mobility using electronic toll collection data.

Sheng Wan, Ji Meng, Shi Fang, Xingxing Xing, Kunqing Xie, Kaigui Bian

Proceedings of the 19th IEEE International Conference on Intelligent Transportation Systems, 2016

The shortest path or not? Analyzing the ambiguity of path selection in China's toll highway networks.

Shi Fang, Kaigui Bian, Kunqing Xie, Dongxiao Cui, Haikun Hong

Proceedings of the 19th IEEE International Conference on Intelligent Transportation Systems, 2016

Vulnerability analysis of highway traffic networks using origin-destination tollgate data.

Shi Fang, Kaigui Bian, Kunqing Xie

Proceedings of the 19th IEEE International Conference on Intelligent Transportation Systems, 2016

2015

Influence Maximization on Large-Scale Mobile Social Network: A Divide-and-Conquer Method.

Guojie Song, Xiabing Zhou, Yu Wang, Kunqing Xie

IEEE Trans. Parallel Distributed Syst., 2015

Overlapping Decomposition for Gaussian Graphical Modeling.

Guojie Song, Lei Han, Kunqing Xie

IEEE Trans. Knowl. Data Eng., 2015

Mining Dependencies Considering Time Lag in Spatio-Temporal Traffic Data.

Xiabing Zhou, Haikun Hong, Xingxing Xing, Wenhao Huang, Kaigui Bian, Kunqing Xie

Proceedings of the Web-Age Information Management - 16th International Conference, 2015

On Influential Nodes Tracking in Dynamic Social Networks.

Xiaodong Chen, Guojie Song, Xinran He, Kunqing Xie

Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015

Traffic Flow Decomposition and Prediction Based on Robust Principal Component Analysis.

Xingxing Xing, Xiabing Zhou, Haikun Hong, Wenhao Huang, Kaigui Bian, Kunqing Xie

Proceedings of the IEEE 18th International Conference on Intelligent Transportation Systems, 2015

Hybrid Multi-metric K-Nearest Neighbor Regression for Traffic Flow Prediction.

Haikun Hong, Wenhao Huang, Xingxing Xing, Xiabing Zhou, Hongyu Lu, Kaigui Bian, Kunqing Xie

Proceedings of the IEEE 18th International Conference on Intelligent Transportation Systems, 2015

Probabilistic dynamic causal model for temporal data.

Xiabing Zhou, Wenhao Huang, Ni Zhang, Weisong Hu, Sizhen Du, Guojie Song, Kunqing Xie

Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

Improving deep neural network ensembles using reconstruction error.

Wenhao Huang, Haikun Hong, Kaigui Bian, Xiabing Zhou, Guojie Song, Kunqing Xie

Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

Learning Common Metrics for Homogenous Tasks in Traffic Flow Prediction.

Haikun Hong, Xiabing Zhou, Wenhao Huang, Xingxing Xing, Fei Chen, Yu Lei, Kaigui Bian, Kunqing Xie

Proceedings of the 14th IEEE International Conference on Machine Learning and Applications, 2015

Incorporating temporal smoothness and group structure in learning with incomplete data.

Xiabing Zhou, Lei Han, Xingxing Xing, Haikun Hong, Wenhao Huang, Kaigui Bian, Kunqing Xie

Proceedings of the 12th International Conference on Fuzzy Systems and Knowledge Discovery, 2015

Short-term traffic flow forecasting: Multi-metric KNN with related station discovery.

Haikun Hong, Wenhao Huang, Xiabing Zhou, Sizhen Du, Kaigui Bian, Kunqing Xie

Proceedings of the 12th International Conference on Fuzzy Systems and Knowledge Discovery, 2015

2014

Deep Architecture for Traffic Flow Prediction: Deep Belief Networks With Multitask Learning.

Wenhao Huang, Guojie Song, Haikun Hong, Kunqing Xie

IEEE Trans. Intell. Transp. Syst., 2014

A Spatial-temporal Topic Segmentation Model for Human Mobile Behavior.

Xingxing Xing, Man Li, Weisong Hu, Wenhao Huang, Guojie Song, Kunqing Xie

Proceedings of the Web-Age Information Management - 15th International Conference, 2014

Metric-Based Multi-Task Grouping Neural Network for Traffic Flow Forecasting.

Haikun Hong, Wenhao Huang, Guojie Song, Kunqing Xie

Proceedings of the Advances in Neural Networks - ISNN 2014, 2014

Dynamic boosting in deep learning using reconstruction error.

Wenhao Huang, Ni Zhang, Weisong Hu, Haikun Hong, Guojie Song, Kunqing Xie

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Deep process neural network for temporal deep learning.

Wenhao Huang, Haikun Hong, Guojie Song, Kunqing Xie

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Traffic zone division using mobile billing data.

Xingxing Xing, Wenhao Huang, Guojie Song, Kunqing Xie

Proceedings of the 11th International Conference on Fuzzy Systems and Knowledge Discovery, 2014

Encoding Tree Sparsity in Multi-Task Learning: A Probabilistic Framework.

Lei Han, Yu Zhang, Guojie Song, Kunqing Xie

Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2013

Adaptive Weight Optimization for Classification of Imbalanced Data.

Wenhao Huang, Guojie Song, Man Li, Weisong Hu, Kunqing Xie

Proceedings of the Intelligence Science and Big Data Engineering, 2013

Cost sensitive GPS-based activity recognition.

Wenhao Huang, Man Li, Weisong Hu, Guojie Song, Xingxing Xing, Kunqing Xie

Proceedings of the 10th International Conference on Fuzzy Systems and Knowledge Discovery, 2013

Hierarchical destination prediction based on GPS history.

Wenhao Huang, Man Li, Weisong Hu, Guojie Song, Kunqing Xie

Proceedings of the 10th International Conference on Fuzzy Systems and Knowledge Discovery, 2013

Automated urban location annotation on mobile records.

Wenhao Huang, Man Li, Weisong Hu, Guojie Song, Kunqing Xie

Proceedings of the 10th International Conference on Fuzzy Systems and Knowledge Discovery, 2013

Deep Architecture for Traffic Flow Prediction.

Wenhao Huang, Haikun Hong, Man Li, Weisong Hu, Guojie Song, Kunqing Xie

Proceedings of the Advanced Data Mining and Applications - 9th International Conference, 2013

2012

Overlapping decomposition for causal graphical modeling.

Lei Han, Guojie Song, Gao Cong, Kunqing Xie

Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

A short-term freeway traffic flow prediction method based on road section traffic flow structure pattern.

Ping Zhang, Kunqing Xie, Guojie Song

Proceedings of the 15th International IEEE Conference on Intelligent Transportation Systems, 2012

Measurement analysis of traffic flow uncertainty on Chinese highway network.

Ruiqi Liu, Xingxing Xing, Guojie Song, Kunqing Xie, Ping Zhang

Proceedings of the 15th International IEEE Conference on Intelligent Transportation Systems, 2012

An Adaption of Relief for Redundant Feature Elimination.

Tianshu Wu, Kunqing Xie, Chengkai Nie, Guojie Song

Proceedings of the Advances in Neural Networks - ISNN 2012, 2012

A online boosting approach for traffic flow forecasting under abnormal conditions.

Tianshu Wu, Kunqing Xie, Dong Xinpin, Guojie Song

Proceedings of the 9th International Conference on Fuzzy Systems and Knowledge Discovery, 2012

2011

Efficient approaches for summarizing subspace clusters into <i>k</i> representatives.

Guanhua Chen, Xiuli Ma, Dongqing Yang, Shiwei Tang, Meng Shuai, Kunqing Xie

Soft Comput., 2011

Discrete Trajectory Prediction on Mobile Data.

Nan Zhao, Wenhao Huang, Guojie Song, Kunqing Xie

Proceedings of the Web Technologies and Applications - 13th Asia-Pacific Web Conference, 2011

Transportation Modes Identification from Mobile Phone Data Using Probabilistic Models.

Dafeng Xu, Guojie Song, Peng Gao, Rongzeng Cao, Xinwei Nie, Kunqing Xie

Proceedings of the Advanced Data Mining and Applications - 7th International Conference, 2011

Simulated Annealing Based Influence Maximization in Social Networks.

Qingye Jiang, Guojie Song, Gao Cong, Yu Wang, Wenjun Si, Kunqing Xie

Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011

2010

Multi-Agent Cooperative Reinforcement Learning in 3D Virtual World.

Ping Zhang, Xiujun Ma, Zijian Pan, Xiong Li, Kunqing Xie

Proceedings of the Advances in Swarm Intelligence, First International Conference, 2010

Community-based greedy algorithm for mining top-K influential nodes in mobile social networks.

Yu Wang, Gao Cong, Guojie Song, Kunqing Xie

Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2010

A replication strategy based on swarm intelligence in spatial data grid.

Ping Zhang, Kunqing Xie, Xiujun Ma, Xiong Li, Yixian Sun

Proceedings of the 18th International Conference on Geoinformatics: GIScience in Change, 2010

A novel approach to estimate human space-time path based on mobile phone call records.

Hao Tian, Xiujun Ma, Han Wang, Guojie Song, Kunqing Xie

Proceedings of the 18th International Conference on Geoinformatics: GIScience in Change, 2010

Agent-based spatial resource management with non-center controller in distributed environment.

Yixian Sun, Kunqing Xie, Xiujun Ma, Ping Zhang, Xiong Li

Proceedings of the 18th International Conference on Geoinformatics: GIScience in Change, 2010

Locally kernel regression adapting with data distribution in prediction of traffic flow.

Lei Han, Meng Shuai, Kunqing Xie, Guojie Song, Xiujun Ma

Proceedings of the 18th International Conference on Geoinformatics: GIScience in Change, 2010

Anchor Points Seeking of Large Urban Crowd Based on the Mobile Billing Data.

Wenhao Huang, Zhengbin Dong, Nan Zhao, Hao Tian, Guojie Song, Guanhua Chen, Yun Jiang, Kunqing Xie

Proceedings of the Advanced Data Mining and Applications - 6th International Conference, 2010

2009

Accelerating sequence searching: dimensionality reduction method.

Guojie Song, Bin Cui, Baihua Zheng, Kunqing Xie, Dongqing Yang

Knowl. Inf. Syst., 2009

Numerical Learning Method for Process Neural Network.

Tianshu Wu, Kunqing Xie, Guojie Song, Xingui He

Proceedings of the Advances in Neural Networks, 2009

A Novel Spatio-temporal Clustering Approach by Process Similarity.

Fan Lin, Kunqing Xie, Guojie Song, Tianshu Wu

Proceedings of the Sixth International Conference on Fuzzy Systems and Knowledge Discovery, 2009

Statistical Analysis of Real Large-Scale Mobile Social Network.

Zhengbin Dong, Guojie Song, Kunqing Xie, Ke Tang, Jingyao Wang

Proceedings of the Sixth International Conference on Fuzzy Systems and Knowledge Discovery, 2009

Adequacy of Data for Mining Individual Friendship Pattern from Cellular Phone Call Logs.

Zhengbin Dong, Guojie Song, Kunqing Xie, Yixian Sun, Jingyao Wang

Proceedings of the Sixth International Conference on Fuzzy Systems and Knowledge Discovery, 2009

Mining the Structure and Evolution of the Airport Network of China over the Past Twenty Years.

Zhengbin Dong, Wenjie Wu, Xiujun Ma, Kunqing Xie, Fengjun Jin

Proceedings of the Advanced Data Mining and Applications, 5th International Conference, 2009

2008

A Multiple SVR Approach with Time Lags for Traffic Flow Prediction.

Tianshu Wu, Kunqing Xie, Guojie Song, Cheng Hu

Proceedings of the 11th International IEEE Conference on Intelligent Transportation Systems, 2008

An On-Road Wireless Sensor Network Approach for Urban Traffic State Monitoring.

Meng Shuai, Kunqing Xie, Xiujun Ma, Guojie Song

Proceedings of the 11th International IEEE Conference on Intelligent Transportation Systems, 2008

Hybrid Process Neural Network based on Spatio-Temporal Similarities for Short-Term Traffic Flow Prediction.

Cheng Hu, Kunqing Xie, Guojie Song, Tianshu Wu

Proceedings of the 11th International IEEE Conference on Intelligent Transportation Systems, 2008

Real-Time Short-Term Traffic Flow Forecasting Based on Process Neural Network.

Shan He, Cheng Hu, Guojie Song, Kunqing Xie, Yizhou Sun

Proceedings of the Advances in Neural Networks, 2008

Integrating Map Services and Location-based Services for Geo-Referenced Individual Data Collection.

Xiujun Ma, Zhongya Wei, Yanwei Chai, Kunqing Xie

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

An online approach based on locally weighted learning for short-term traffic flow prediction.

Meng Shuai, Kunqing Xie, Wen Pu, Guojie Song, Xiujun Ma

Proceedings of the 16th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2008

Agent-based Spatial Query Processing and Resource Management in Grid Environment.

Yufei Bai, Xiujun Ma, Kunqing Xie, Ping Zhang, Xiong Li, Yixian Sun, Ke Li

Proceedings of the Seventh International Conference on Grid and Cooperative Computing, 2008

A Kalman Filter Based Approach for Outlier Detection in Sensor Networks.

Meng Shuai, Kunqing Xie, Guanhua Chen, Xiuli Ma, Guojie Song

Proceedings of the International Conference on Computer Science and Software Engineering, 2008

Agent-Based Spatial Query Optimization in a Grid Environment.

Yufei Bai, Xiujun Ma, Kunqing Xie, Cuo Cai, Ke Li

Proceedings of the International Conference on Computer Science and Software Engineering, 2008

Squeezing Long Sequence Data for Efficient Similarity Search.

Guojie Song, Bin Cui, Baihua Zheng, Kunqing Xie, Dongqing Yang

Proceedings of the Progress in WWW Research and Development, 2008

2007

Discovery of Teleconnections Using Data Mining Technologies in Global Climate Datasets.

Fan Lin, Xingxing Jin, Cheng Hu, Xiaoping Gao, Kunqing Xie, Xiaofeng Lei

Data Sci. J., 2007

A Distributed Cooperative Technology for Spatial Grid Computing.

Chenyu Li, Kunqing Xie, Xiujun Ma, Cuo Cai, Yanfeng Sun

Data Sci. J., 2007

An Efficient High Dimensional Cluster Method and its Application in Global Climate Sets.

Ke Li, Fan Lin, Kunqing Xie

Data Sci. J., 2007

Data Mining for Teleconnections in Global Climate Datasets.

Xiaoping Gao, Kunqing Xie, Xingxing Jin, Xiaofeng Lei

Data Sci. J., 2007

Measuring Data Quality of Geoscience Datasets Using Data Mining Techniques.

Cuo Cai, Kunqing Xie

Data Sci. J., 2007

Causal relation of queries from temporal logs.

Yizhou Sun, Kunqing Xie, Ning Liu, Shuicheng Yan, Benyu Zhang, Zheng Chen

Proceedings of the 16th International Conference on World Wide Web, 2007

Local Word Bag Model for Text Categorization.

Wen Pu, Ning Liu, Shuicheng Yan, Jun Yan, Kunqing Xie, Zheng Chen

Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007

An Optimized Process Neural Network Model.

Guojie Song, Dongqing Yang, Yunfeng Liu, Bin Cui, Ling Wu, Kunqing Xie

Proceedings of the Advances in Databases: Concepts, 2007

CLAIM: An Efficient Method for Relaxed Frequent Closed Itemsets Mining over Stream Data.

Guojie Song, Dongqing Yang, Bin Cui, Baihua Zheng, Yunfeng Liu, Kunqing Xie

Proceedings of the Advances in Databases: Concepts, 2007

2006

A peer-to-peer approach to Geospatial Web Services discovery.

Xiujun Ma, Gang Li, Kunqing Xie, Meng Shuai

Proceedings of the 1st International Conference on Scalable Information Systems, 2006

2005

Efficient discovery of multilevel spatial association rules using partitions.

Lizhen Wang, Kunqing Xie, Tao Chen, Xiuli Ma

Inf. Softw. Technol., 2005

Spatial data cube: provides better support for spatial data mining.

Yuanzhi Zhang, Kunqing Xie, Xiujun Ma, Dan Xu, Cuo Cai, Shiwei Tang

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005

Adaptive sampling for selectivity estimation in spatial database.

Dan Xu, Xiujun Ma, Kunqing Xie, Liang Han, Huibin Zhang, Wen Pu, Haitao Zhang

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005

Detecting spatio-temporal outliers in climate dataset: a method study.

Yuxiang Sun, Kunqing Xie, Xiujun Ma, Xingxing Jin, Wen Pu, Xiaoping Gao

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005

A compensation mechanism in GIS Web service composition.

Yanfeng Sun, Xiujun Ma, Kunqing Xie, Guanhua Chen, Chen Liu, Chenyu Li, Zhuo Chen

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005

A spatio-temporal aquarium for visual exploration on geographic phenomena.

Chenyu Li, Xiujun Ma, Kunqing Xie, Yuxiang Sun, Cuo Cai, Wen Pu

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005

A novel method to integrate spatial data mining and geographic information system.

Xingxing Jin, Yingkun Cai, Kunqing Xie, Xiujun Ma, Yuxiang Sun, Cuo Cai

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005

A spatio-temporal database prototype for managing moving objects in GIS.

Liang Han, Jie Wu, Kunqing Xie, Xiujun Ma, Dan Xu, Huibin Zhang, Zhuo Chen

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005

G-WSDL: a data-oriented approach to model GIS Web services.

Guanhua Chen, Kunqing Xie, Xiujun Ma, Yanfeng Sun, Yuanzhi Zhang, Lebin Sun

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005

Dynamic Geospatial Web Services Composition in Peer-to-Peer Networks.

Xiujun Ma, Kunqing Xie, Chen Liu, Chenyu Li

Proceedings of the Advances in Computer Science, 2005

2004

A Comparative Study on Feature Weight in Text Categorization.

Zhi-Hong Deng, Shiwei Tang, Dongqing Yang, Ming Zhang, Liyu Li, Kunqing Xie

Proceedings of the Advanced Web Technologies and Applications, 2004