Kunqing Xie

发表

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

Wenhao Huang, Guojie Song, Kunqing Xie, 2014, IEEE Transactions on Intelligent Transportation Systems.

Causal relation of queries from temporal logs

Yizhou Sun, Shuicheng Yan, Zheng Chen, 2007, WWW '07.

Crop characteristics and their temporal change on the Loess Plateau of China

Kunqing Xie, Yun Xie, Coen J. Ritsema, 2003 .

Using contour lines to generate digital elevation models for steep slope areas: a case study of the Loess Plateau in North China

Kunqing Xie, Yu Liu, Xiujun Ma, 2003 .

2 MPNN : A Mixed PNN Model

Guojie Song, Kunqing Xie, B. Cui, 2007 .

Traffic Congestion Analysis Using Highway OD Tollgate Data

Kunqing Xie, Kaigui Bian, Shi Fang, 2016 .

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

Kunqing Xie, Xu Chen, Qiu Qiu, 2022, SIGIR.

Seventh International Conference on Grid and Cooperative Computing, GCC 2008, Shenzhen, China, October 24-26, 2008

Zhimin Gu, Limin Xiao, Bu-Sung Lee, 2008, GCC.

GraphAD

Kunqing Xie, Xu Chen, Qiu Qiu, 2022, Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval.

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

Kaigui Bian, Kunqing Xie, Haikun Hong, 2016, 2016 Conference on Technologies and Applications of Artificial Intelligence (TAAI).

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

Yu Wang, Guojie Song, Xiabing Zhou, 2015, IEEE Transactions on Parallel and Distributed Systems.

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

Yu Wang, Gao Cong, Guojie Song, 2010, KDD.

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

Gang Li, Kunqing Xie, Meng Shuai, 2006, InfoScale '06.

Structure Feature Learning Method for Incomplete Data

Kaigui Bian, Lei Han, Xiabing Zhou, 2016, Int. J. Pattern Recognit. Artif. Intell..

Efficient approaches for summarizing subspace clusters into k representatives

Shiwei Tang, Xiuli Ma, Guanhua Chen, 2011, Soft Comput..

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

Dongmei Zhang, Kunqing Xie, Lun Du, 2021, WSDM.

Fast Hierarchy Preserving Graph Embedding via Subspace Constraints

Kunqing Xie, Lun Du, Qingqing Long, 2021, ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Simulated Annealing Based Influence Maximization in Social Networks

Gao Cong, Yu Wang, Qingye Jiang, 2011, AAAI.

A online boosting approach for traffic flow forecasting under abnormal conditions

Guojie Song, Kunqing Xie, Tianshu Wu, 2012, 2012 9th International Conference on Fuzzy Systems and Knowledge Discovery.

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

Kaigui Bian, Zheng Fang, Yuanxing Zhang, 2020, 2020 IEEE International Conference on Data Mining (ICDM).

Automated urban location annotation on mobile records

Wenhao Huang, Guojie Song, Kunqing Xie, 2013, 2013 10th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD).

Hierarchical destination prediction based on GPS history

Wenhao Huang, Guojie Song, Kunqing Xie, 2013, 2013 10th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD).

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

Kaigui Bian, Kunqing Xie, Shi Fang, 2016, 2016 IEEE 19th International Conference on Intelligent Transportation Systems (ITSC).

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

Kaigui Bian, Kunqing Xie, Haikun Hong, 2016, 2016 IEEE 19th International Conference on Intelligent Transportation Systems (ITSC).

Numerical Learning Method for Process Neural Network

Guojie Song, Kunqing Xie, Tianshu Wu, 2009, ISNN.

An Optimized Process Neural Network Model

Ling Wu, Bin Cui, Dongqing Yang, 2007, DASFAA.

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

Kaigui Bian, Wenhao Huang, Xiabing Zhou, 2015, 2015 IEEE 18th International Conference on Intelligent Transportation Systems.

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

Kunqing Xie, Zhengbin Dong, Xiujun Ma, 2009, ADMA.

Measurement analysis of traffic flow uncertainty on Chinese highway network

Guojie Song, Kunqing Xie, Xingxing Xing, 2012, 2012 15th International IEEE Conference on Intelligent Transportation Systems.

Traffic Flow Decomposition and Prediction Based on Robust Principal Component Analysis

Kaigui Bian, Wenhao Huang, Xiabing Zhou, 2015, 2015 IEEE 18th International Conference on Intelligent Transportation Systems.

Spatial-Temporal Graph ODE Networks for Traffic Flow Forecasting

Guojie Song, Kunqing Xie, Qingqing Long, 2021, KDD.

A Multiple SVR Approach with Time Lags for Traffic Flow Prediction

Cheng Hu, Guojie Song, Kunqing Xie, 2008, 2008 11th International IEEE Conference on Intelligent Transportation Systems.

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

Xu Chen, Kunqing Xie, Kaigui Bian, 2019, 2019 4th International Conference on Intelligent Transportation Engineering (ICITE).

Learning Common Metrics for Homogenous Tasks in Traffic Flow Prediction

Kaigui Bian, Fei Chen, Yu Lei, 2015, 2015 IEEE 14th International Conference on Machine Learning and Applications (ICMLA).

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

Kunqing Xie, Junshan Wang, Xu Chen, 2021, IJCAI.

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

Kaigui Bian, Wenhao Huang, Xiabing Zhou, 2015, 2015 12th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD).

An Adaption of Relief for Redundant Feature Elimination

Guojie Song, Kunqing Xie, Tianshu Wu, 2012, ISNN.

Deep process neural network for temporal deep learning

Wenhao Huang, Guojie Song, Kunqing Xie, 2014, 2014 International Joint Conference on Neural Networks (IJCNN).

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

Jingyao Wang, Guojie Song, Kunqing Xie, 2009, 2009 Sixth International Conference on Fuzzy Systems and Knowledge Discovery.

A Comparative Study on Feature Weight in Text Categorization

Shiwei Tang, Ming Zhang, Dongqing Yang, 2004, APWeb.

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

Guojie Song, Kunqing Xie, Meng Shuai, 2008, GIS '08.

Deep Architecture for Traffic Flow Prediction

Wenhao Huang, Guojie Song, Kunqing Xie, 2013, ADMA.

On Influential Nodes Tracking in Dynamic Social Networks

Xiaodong Chen, Guojie Song, Kunqing Xie, 2015, SDM.

Mining geographic episode association patterns of abnormal events in global earth science data

Kunqing Xie, Tianshu Wu, Xiujun Ma, 2008 .

MINING FOR TELECONNECTIONS IN GLOBAL CLIMATE DATASETS

Kunqing Xie, Xingxing Jin, Xiaoping Gao, 2007 .

Probabilistic dynamic causal model for temporal data

Wenhao Huang, Ni Zhang, Guojie Song, 2015, 2015 International Joint Conference on Neural Networks (IJCNN).

Local Word Bag Model for Text Categorization

Shuicheng Yan, Zheng Chen, Jun Yan, 2007, Seventh IEEE International Conference on Data Mining (ICDM 2007).

Incorporating temporal smoothness and group structure in learning with incomplete data

Kaigui Bian, Lei Han, Wenhao Huang, 2015, 2015 12th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD).

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

Ke Li, Xiong Li, Kunqing Xie, 2008, 2008 Seventh International Conference on Grid and Cooperative Computing.

A Spatial-temporal Topic Segmentation Model for Human Mobile Behavior

Wenhao Huang, Guojie Song, Kunqing Xie, 2014, WAIM.