Kunqing Xie - RankMe

96 papers A* 10A 2B 6C 14Misc 1Journal 18Unranked 45

Year	Rank	Type	Title / Venue / Authors
2022	A*	`conf`	GraphAD: A Graph Neural Network for Entity-Wise Multivariate Time-Series Anomaly Detection. SIGIR Xu Chen, Qiu Qiu, Changshan Li, Kunqing Xie
2022	J	`jnl`	GraphAD: A Graph Neural Network for Entity-Wise Multivariate Time-Series Anomaly Detection. CoRR Xu Chen, Qiu Qiu, Changshan Li, Kunqing Xie
2022	A	`conf`	Understanding and Improvement of Adversarial Training for Network Embedding from an Optimization Perspective. WSDM Lun Du, Xu Chen, Fei Gao, Qiang Fu, Kunqing Xie, Shi Han, Dongmei Zhang
2021	Misc	`conf`	Fast Hierarchy Preserving Graph Embedding via Subspace Constraints. ICASSP Xu Chen, Lun Du, Mengyuan Chen, Yun Wang, Qingqing Long, Kunqing Xie
2021	A*	`conf`	Spatial-Temporal Graph ODE Networks for Traffic Flow Forecasting. KDD Zheng Fang, Qingqing Long, Guojie Song, Kunqing Xie
2021	J	`jnl`	Spatial-Temporal Graph ODE Networks for Traffic Flow Forecasting. CoRR Zheng Fang, Qingqing Long, Guojie Song, Kunqing Xie
2021	A*	`conf`	TrafficStream: A Streaming Traffic Flow Forecasting Framework Based on Graph Neural Networks and Continual Learning. IJCAI Xu Chen, Junshan Wang, Kunqing Xie
2021	J	`jnl`	TrafficStream: A Streaming Traffic Flow Forecasting Framework Based on Graph Neural Networks and Continual Learning. CoRR Xu Chen, Junshan Wang, Kunqing Xie
2021	J	`jnl`	Understanding and Improvement of Adversarial Training for Network Embedding from an Optimization Perspective. CoRR Lun Du, Xu Chen, Fei Gao, Kunqing Xie, Shi Han, Dongmei Zhang
2020	A*	`conf`	TSSRGCN: Temporal Spectral Spatial Retrieval Graph Convolutional Network for Traffic Flow Forecasting. ICDM Xu Chen, Yuanxing Zhang, Lun Du, Zheng Fang, Yi Ren, Kaigui Bian, Kunqing Xie
2020	J	`jnl`	TSSRGCN: Temporal Spectral Spatial Retrieval Graph Convolutional Network for Traffic Flow Forecasting. CoRR Xu Chen, Yuanxing Zhang, Lun Du, Zheng Fang, Yi Ren, Kaigui Bian, Kunqing Xie
2019	—	`conf`	A Deep Learning Approach for Traffic Condition Prediction with Dependency Extraction and Transfer. FSDM Yi Ren, Xu Chen, Kaigui Bian, Kunqing Xie
2019	—	`conf`	Passenger Flow Prediction in Traffic System Based on Deep Neural Networks and Transfer Learning Method. ICITE Yi Ren, Xu Chen, Sheng Wan, Kunqing Xie, Kaigui Bian
2019	—	`conf`	Transfer Knowledge Between Sub-regions for Traffic Prediction Using Deep Learning Method. IDEAL (1) Yi Ren, Kunqing Xie
2017	J	`jnl`	Discovering spatio-temporal dependencies based on time-lag in intelligent transportation data. Neurocomputing Xiabing Zhou, Haikun Hong, Xingxing Xing, Kaigui Bian, Kunqing Xie, Mingliang Xu
2016	—	`conf`	Predictability analysis on expressway vehicle mobility using electronic toll collection data. ITSC Sheng Wan, Ji Meng, Shi Fang, Xingxing Xing, Kunqing Xie, Kaigui Bian
2016	J	`jnl`	Structure Feature Learning Method for Incomplete Data. Int. J. Pattern Recognit. Artif. Intell. Xiabing Zhou, Xingxing Xing, Lei Han, Haikun Hong, Kaigui Bian, Kunqing Xie
2016	—	`conf`	The shortest path or not? Analyzing the ambiguity of path selection in China's toll highway networks. ITSC Shi Fang, Kaigui Bian, Kunqing Xie, Dongxiao Cui, Haikun Hong
2016	—	`conf`	Using the traffic heterogeneity of Chinese toll highway networks for hierarchical clustering. TAAI Shi Fang, Kaigui Bian, Haikun Hong, Kunqing Xie, Yuwen Fu
2016	—	`conf`	Vulnerability analysis of highway traffic networks using origin-destination tollgate data. ITSC Shi Fang, Kaigui Bian, Kunqing Xie
2015	—	`conf`	Hybrid Multi-metric K-Nearest Neighbor Regression for Traffic Flow Prediction. ITSC Haikun Hong, Wenhao Huang, Xingxing Xing, Xiabing Zhou, Hongyu Lu, Kaigui Bian, Kunqing Xie
2015	B	`conf`	Improving deep neural network ensembles using reconstruction error. IJCNN Wenhao Huang, Haikun Hong, Kaigui Bian, Xiabing Zhou, Guojie Song, Kunqing Xie
2015	—	`conf`	Incorporating temporal smoothness and group structure in learning with incomplete data. FSKD Xiabing Zhou, Lei Han, Xingxing Xing, Haikun Hong, Wenhao Huang, Kaigui Bian, Kunqing Xie
2015	J	`jnl`	Influence Maximization on Large-Scale Mobile Social Network: A Divide-and-Conquer Method. IEEE Trans. Parallel Distributed Syst. Guojie Song, Xiabing Zhou, Yu Wang, Kunqing Xie
2015	C	`conf`	Learning Common Metrics for Homogenous Tasks in Traffic Flow Prediction. ICMLA Haikun Hong, Xiabing Zhou, Wenhao Huang, Xingxing Xing, Fei Chen, Yu Lei, Kaigui Bian, Kunqing Xie
2015	—	`conf`	Mining Dependencies Considering Time Lag in Spatio-Temporal Traffic Data. WAIM Xiabing Zhou, Haikun Hong, Xingxing Xing, Wenhao Huang, Kaigui Bian, Kunqing Xie
2015	A	`conf`	On Influential Nodes Tracking in Dynamic Social Networks. SDM Xiaodong Chen, Guojie Song, Xinran He, Kunqing Xie
2015	J	`jnl`	Overlapping Decomposition for Gaussian Graphical Modeling. IEEE Trans. Knowl. Data Eng. Guojie Song, Lei Han, Kunqing Xie
2015	B	`conf`	Probabilistic dynamic causal model for temporal data. IJCNN Xiabing Zhou, Wenhao Huang, Ni Zhang, Weisong Hu, Sizhen Du, Guojie Song, Kunqing Xie
2015	—	`conf`	Short-term traffic flow forecasting: Multi-metric KNN with related station discovery. FSKD Haikun Hong, Wenhao Huang, Xiabing Zhou, Sizhen Du, Kaigui Bian, Kunqing Xie
2015	—	`conf`	Traffic Flow Decomposition and Prediction Based on Robust Principal Component Analysis. ITSC Xingxing Xing, Xiabing Zhou, Haikun Hong, Wenhao Huang, Kaigui Bian, Kunqing Xie
2014	—	`conf`	A Spatial-temporal Topic Segmentation Model for Human Mobile Behavior. WAIM Xingxing Xing, Man Li, Weisong Hu, Wenhao Huang, Guojie Song, Kunqing Xie
2014	J	`jnl`	Deep Architecture for Traffic Flow Prediction: Deep Belief Networks With Multitask Learning. IEEE Trans. Intell. Transp. Syst. Wenhao Huang, Guojie Song, Haikun Hong, Kunqing Xie
2014	B	`conf`	Deep process neural network for temporal deep learning. IJCNN Wenhao Huang, Haikun Hong, Guojie Song, Kunqing Xie
2014	B	`conf`	Dynamic boosting in deep learning using reconstruction error. IJCNN Wenhao Huang, Ni Zhang, Weisong Hu, Haikun Hong, Guojie Song, Kunqing Xie
2014	A*	`conf`	Encoding Tree Sparsity in Multi-Task Learning: A Probabilistic Framework. AAAI Lei Han, Yu Zhang, Guojie Song, Kunqing Xie
2014	C	`conf`	Metric-Based Multi-Task Grouping Neural Network for Traffic Flow Forecasting. ISNN Haikun Hong, Wenhao Huang, Guojie Song, Kunqing Xie
2014	—	`conf`	Traffic zone division using mobile billing data. FSKD Xingxing Xing, Wenhao Huang, Guojie Song, Kunqing Xie
2013	—	`conf`	Adaptive Weight Optimization for Classification of Imbalanced Data. IScIDE Wenhao Huang, Guojie Song, Man Li, Weisong Hu, Kunqing Xie
2013	—	`conf`	Automated urban location annotation on mobile records. FSKD Wenhao Huang, Man Li, Weisong Hu, Guojie Song, Kunqing Xie
2013	—	`conf`	Cost sensitive GPS-based activity recognition. FSKD Wenhao Huang, Man Li, Weisong Hu, Guojie Song, Xingxing Xing, Kunqing Xie
2013	—	`conf`	Deep Architecture for Traffic Flow Prediction. ADMA (2) Wenhao Huang, Haikun Hong, Man Li, Weisong Hu, Guojie Song, Kunqing Xie
2013	—	`conf`	Hierarchical destination prediction based on GPS history. FSKD Wenhao Huang, Man Li, Weisong Hu, Guojie Song, Kunqing Xie
2012	—	`conf`	A online boosting approach for traffic flow forecasting under abnormal conditions. FSKD Tianshu Wu, Kunqing Xie, Dong Xinpin, Guojie Song
2012	—	`conf`	A short-term freeway traffic flow prediction method based on road section traffic flow structure pattern. ITSC Ping Zhang, Kunqing Xie, Guojie Song
2012	—	`conf`	An Adaption of Relief for Redundant Feature Elimination. ISNN (2) Tianshu Wu, Kunqing Xie, Chengkai Nie, Guojie Song
2012	—	`conf`	Measurement analysis of traffic flow uncertainty on Chinese highway network. ITSC Ruiqi Liu, Xingxing Xing, Guojie Song, Kunqing Xie, Ping Zhang
2012	A*	`conf`	Overlapping decomposition for causal graphical modeling. KDD Lei Han, Guojie Song, Gao Cong, Kunqing Xie
2011	C	`conf`	Discrete Trajectory Prediction on Mobile Data. APWeb Nan Zhao, Wenhao Huang, Guojie Song, Kunqing Xie
2011	J	`jnl`	Efficient approaches for summarizing subspace clusters into Soft Comput. Guanhua Chen, Xiuli Ma, Dongqing Yang, Shiwei Tang, Meng Shuai, Kunqing Xie
2011	A*	`conf`	Simulated Annealing Based Influence Maximization in Social Networks. AAAI Qingye Jiang, Guojie Song, Gao Cong, Yu Wang, Wenjun Si, Kunqing Xie
2011	—	`conf`	Transportation Modes Identification from Mobile Phone Data Using Probabilistic Models. ADMA (2) Dafeng Xu, Guojie Song, Peng Gao, Rongzeng Cao, Xinwei Nie, Kunqing Xie
2010	—	`conf`	A novel approach to estimate human space-time path based on mobile phone call records. Geoinformatics Hao Tian, Xiujun Ma, Han Wang, Guojie Song, Kunqing Xie
2010	—	`conf`	A replication strategy based on swarm intelligence in spatial data grid. Geoinformatics Ping Zhang, Kunqing Xie, Xiujun Ma, Xiong Li, Yixian Sun
2010	—	`conf`	Agent-based spatial resource management with non-center controller in distributed environment. Geoinformatics Yixian Sun, Kunqing Xie, Xiujun Ma, Ping Zhang, Xiong Li
2010	—	`conf`	Anchor Points Seeking of Large Urban Crowd Based on the Mobile Billing Data. ADMA (1) Wenhao Huang, Zhengbin Dong, Nan Zhao, Hao Tian, Guojie Song, Guanhua Chen, Yun Jiang, Kunqing Xie
2010	A*	`conf`	Community-based greedy algorithm for mining top-K influential nodes in mobile social networks. KDD Yu Wang, Gao Cong, Guojie Song, Kunqing Xie
2010	—	`conf`	Locally kernel regression adapting with data distribution in prediction of traffic flow. Geoinformatics Lei Han, Meng Shuai, Kunqing Xie, Guojie Song, Xiujun Ma
2010	—	`conf`	Multi-Agent Cooperative Reinforcement Learning in 3D Virtual World. ICSI (1) Ping Zhang, Xiujun Ma, Zijian Pan, Xiong Li, Kunqing Xie
2009	—	`conf`	A Novel Spatio-temporal Clustering Approach by Process Similarity. FSKD (5) Fan Lin, Kunqing Xie, Guojie Song, Tianshu Wu
2009	J	`jnl`	Accelerating sequence searching: dimensionality reduction method. Knowl. Inf. Syst. Guojie Song, Bin Cui, Baihua Zheng, Kunqing Xie, Dongqing Yang
2009	—	`conf`	Adequacy of Data for Mining Individual Friendship Pattern from Cellular Phone Call Logs. FSKD (5) Zhengbin Dong, Guojie Song, Kunqing Xie, Yixian Sun, Jingyao Wang
2009	C	`conf`	Mining the Structure and Evolution of the Airport Network of China over the Past Twenty Years. ADMA Zhengbin Dong, Wenjie Wu, Xiujun Ma, Kunqing Xie, Fengjun Jin
2009	—	`conf`	Numerical Learning Method for Process Neural Network. ISNN (1) Tianshu Wu, Kunqing Xie, Guojie Song, Xingui He
2009	—	`conf`	Statistical Analysis of Real Large-Scale Mobile Social Network. FSKD (2) Zhengbin Dong, Guojie Song, Kunqing Xie, Ke Tang, Jingyao Wang
2008	—	`conf`	A Kalman Filter Based Approach for Outlier Detection in Sensor Networks. CSSE (4) Meng Shuai, Kunqing Xie, Guanhua Chen, Xiuli Ma, Guojie Song
2008	—	`conf`	A Multiple SVR Approach with Time Lags for Traffic Flow Prediction. ITSC Tianshu Wu, Kunqing Xie, Guojie Song, Cheng Hu
2008	—	`conf`	Agent-Based Spatial Query Optimization in a Grid Environment. CSSE (4) Yufei Bai, Xiujun Ma, Kunqing Xie, Cuo Cai, Ke Li
2008	—	`conf`	Agent-based Spatial Query Processing and Resource Management in Grid Environment. GCC Yufei Bai, Xiujun Ma, Kunqing Xie, Ping Zhang, Xiong Li, Yixian Sun, Ke Li
2008	—	`conf`	An On-Road Wireless Sensor Network Approach for Urban Traffic State Monitoring. ITSC Meng Shuai, Kunqing Xie, Xiujun Ma, Guojie Song
2008	—	`conf`	An online approach based on locally weighted learning for short-term traffic flow prediction. GIS Meng Shuai, Kunqing Xie, Wen Pu, Guojie Song, Xiujun Ma
2008	—	`conf`	Hybrid Process Neural Network based on Spatio-Temporal Similarities for Short-Term Traffic Flow Prediction. ITSC Cheng Hu, Kunqing Xie, Guojie Song, Tianshu Wu
2008	—	`conf`	Integrating Map Services and Location-based Services for Geo-Referenced Individual Data Collection. IGARSS (5) Xiujun Ma, Zhongya Wei, Yanwei Chai, Kunqing Xie
2008	—	`conf`	Real-Time Short-Term Traffic Flow Forecasting Based on Process Neural Network. ISNN (2) Shan He, Cheng Hu, Guojie Song, Kunqing Xie, Yizhou Sun
2008	C	`conf`	Squeezing Long Sequence Data for Efficient Similarity Search. APWeb Guojie Song, Bin Cui, Baihua Zheng, Kunqing Xie, Dongqing Yang
2007	J	`jnl`	A Distributed Cooperative Technology for Spatial Grid Computing. Data Sci. J. Chenyu Li, Kunqing Xie, Xiujun Ma, Cuo Cai, Yanfeng Sun
2007	J	`jnl`	An Efficient High Dimensional Cluster Method and its Application in Global Climate Sets. Data Sci. J. Ke Li, Fan Lin, Kunqing Xie
2007	B	`conf`	An Optimized Process Neural Network Model. DASFAA Guojie Song, Dongqing Yang, Yunfeng Liu, Bin Cui, Ling Wu, Kunqing Xie
2007	B	`conf`	CLAIM: An Efficient Method for Relaxed Frequent Closed Itemsets Mining over Stream Data. DASFAA Guojie Song, Dongqing Yang, Bin Cui, Baihua Zheng, Yunfeng Liu, Kunqing Xie
2007	A*	`conf`	Causal relation of queries from temporal logs. WWW Yizhou Sun, Kunqing Xie, Ning Liu, Shuicheng Yan, Benyu Zhang, Zheng Chen
2007	J	`jnl`	Data Mining for Teleconnections in Global Climate Datasets. Data Sci. J. Xiaoping Gao, Kunqing Xie, Xingxing Jin, Xiaofeng Lei
2007	J	`jnl`	Discovery of Teleconnections Using Data Mining Technologies in Global Climate Datasets. Data Sci. J. Fan Lin, Xingxing Jin, Cheng Hu, Xiaoping Gao, Kunqing Xie, Xiaofeng Lei
2007	A*	`conf`	Local Word Bag Model for Text Categorization. ICDM Wen Pu, Ning Liu, Shuicheng Yan, Jun Yan, Kunqing Xie, Zheng Chen
2007	J	`jnl`	Measuring Data Quality of Geoscience Datasets Using Data Mining Techniques. Data Sci. J. Cuo Cai, Kunqing Xie
2006	—	`conf`	A peer-to-peer approach to Geospatial Web Services discovery. Infoscale Xiujun Ma, Gang Li, Kunqing Xie, Meng Shuai
2005	C	`conf`	A compensation mechanism in GIS Web service composition. IGARSS Yanfeng Sun, Xiujun Ma, Kunqing Xie, Guanhua Chen, Chen Liu, Chenyu Li, Zhuo Chen
2005	C	`conf`	A novel method to integrate spatial data mining and geographic information system. IGARSS Xingxing Jin, Yingkun Cai, Kunqing Xie, Xiujun Ma, Yuxiang Sun, Cuo Cai
2005	C	`conf`	A spatio-temporal aquarium for visual exploration on geographic phenomena. IGARSS Chenyu Li, Xiujun Ma, Kunqing Xie, Yuxiang Sun, Cuo Cai, Wen Pu
2005	C	`conf`	A spatio-temporal database prototype for managing moving objects in GIS. IGARSS Liang Han, Jie Wu, Kunqing Xie, Xiujun Ma, Dan Xu, Huibin Zhang, Zhuo Chen
2005	C	`conf`	Adaptive sampling for selectivity estimation in spatial database. IGARSS Dan Xu, Xiujun Ma, Kunqing Xie, Liang Han, Huibin Zhang, Wen Pu, Haitao Zhang
2005	C	`conf`	Detecting spatio-temporal outliers in climate dataset: a method study. IGARSS Yuxiang Sun, Kunqing Xie, Xiujun Ma, Xingxing Jin, Wen Pu, Xiaoping Gao
2005	—	`conf`	Dynamic Geospatial Web Services Composition in Peer-to-Peer Networks. ASIAN Xiujun Ma, Kunqing Xie, Chen Liu, Chenyu Li
2005	J	`jnl`	Efficient discovery of multilevel spatial association rules using partitions. Inf. Softw. Technol. Lizhen Wang, Kunqing Xie, Tao Chen, Xiuli Ma
2005	C	`conf`	G-WSDL: a data-oriented approach to model GIS Web services. IGARSS Guanhua Chen, Kunqing Xie, Xiujun Ma, Yanfeng Sun, Yuanzhi Zhang, Lebin Sun
2005	C	`conf`	Spatial data cube: provides better support for spatial data mining. IGARSS Yuanzhi Zhang, Kunqing Xie, Xiujun Ma, Dan Xu, Cuo Cai, Shiwei Tang
2004	C	`conf`	A Comparative Study on Feature Weight in Text Categorization. APWeb Zhi-Hong Deng, Shiwei Tang, Dongqing Yang, Ming Zhang, Liyu Li, Kunqing Xie