| 2022 | SIGIR | GraphAD: A Graph Neural Network for Entity-Wise Multivariate Time-Series Anomaly Detection. | Xu Chen, Qiu Qiu, Changshan Li, Kunqing Xie |
| 2022 | WSDM | 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 |
| 2021 | ICASSP | Fast Hierarchy Preserving Graph Embedding via Subspace Constraints. | Xu Chen, Lun Du, Mengyuan Chen, Yun Wang, Qingqing Long, Kunqing Xie |
| 2021 | IJCAI | TrafficStream: A Streaming Traffic Flow Forecasting Framework Based on Graph Neural Networks and Continual Learning. | Xu Chen, Junshan Wang, Kunqing Xie |
| 2021 | KDD | Spatial-Temporal Graph ODE Networks for Traffic Flow Forecasting. | Zheng Fang, Qingqing Long, Guojie Song, Kunqing Xie |
| 2020 | ICDM | 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 |
| 2019 | IDEAL | Transfer Knowledge Between Sub-regions for Traffic Prediction Using Deep Learning Method. | Yi Ren, Kunqing Xie |
| 2015 | ICMLA | 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 |
| 2015 | IJCNN | Improving deep neural network ensembles using reconstruction error. | Wenhao Huang, Haikun Hong, Kaigui Bian, Xiabing Zhou, Guojie Song, Kunqing Xie |
| 2015 | IJCNN | Probabilistic dynamic causal model for temporal data. | Xiabing Zhou, Wenhao Huang, Ni Zhang, Weisong Hu, Sizhen Du, Guojie Song, Kunqing Xie |
| 2015 | SDM | On Influential Nodes Tracking in Dynamic Social Networks. | Xiaodong Chen, Guojie Song, Xinran He, Kunqing Xie |
| 2014 | AAAI | Encoding Tree Sparsity in Multi-Task Learning: A Probabilistic Framework. | Lei Han, Yu Zhang, Guojie Song, Kunqing Xie |
| 2014 | IJCNN | Deep process neural network for temporal deep learning. | Wenhao Huang, Haikun Hong, Guojie Song, Kunqing Xie |
| 2014 | IJCNN | Dynamic boosting in deep learning using reconstruction error. | Wenhao Huang, Ni Zhang, Weisong Hu, Haikun Hong, Guojie Song, Kunqing Xie |
| 2014 | ISNN | Metric-Based Multi-Task Grouping Neural Network for Traffic Flow Forecasting. | Haikun Hong, Wenhao Huang, Guojie Song, Kunqing Xie |
| 2013 | ADMA | Deep Architecture for Traffic Flow Prediction. | Wenhao Huang, Haikun Hong, Man Li, Weisong Hu, Guojie Song, Kunqing Xie |
| 2012 | ISNN | An Adaption of Relief for Redundant Feature Elimination. | Tianshu Wu, Kunqing Xie, Chengkai Nie, Guojie Song |
| 2012 | KDD | Overlapping decomposition for causal graphical modeling. | Lei Han, Guojie Song, Gao Cong, Kunqing Xie |
| 2011 | AAAI | Simulated Annealing Based Influence Maximization in Social Networks. | Qingye Jiang, Guojie Song, Gao Cong, Yu Wang, Wenjun Si, Kunqing Xie |
| 2011 | ADMA | Transportation Modes Identification from Mobile Phone Data Using Probabilistic Models. | Dafeng Xu, Guojie Song, Peng Gao, Rongzeng Cao, Xinwei Nie, Kunqing Xie |
| 2011 | APWEB | Discrete Trajectory Prediction on Mobile Data. | Nan Zhao, Wenhao Huang, Guojie Song, Kunqing Xie |
| 2010 | ADMA | 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 |
| 2010 | KDD | Community-based greedy algorithm for mining top-K influential nodes in mobile social networks. | Yu Wang, Gao Cong, Guojie Song, Kunqing Xie |
| 2009 | ADMA | 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 |
| 2009 | ISNN | Numerical Learning Method for Process Neural Network. | Tianshu Wu, Kunqing Xie, Guojie Song, Xingui He |
| 2008 | APWEB | Squeezing Long Sequence Data for Efficient Similarity Search. | Guojie Song, Bin Cui, Baihua Zheng, Kunqing Xie, Dongqing Yang |
| 2008 | IGARSS | Integrating Map Services and Location-based Services for Geo-Referenced Individual Data Collection. | Xiujun Ma, Zhongya Wei, Yanwei Chai, Kunqing Xie |
| 2008 | ISNN | Real-Time Short-Term Traffic Flow Forecasting Based on Process Neural Network. | Shan He, Cheng Hu, Guojie Song, Kunqing Xie, Yizhou Sun |
| 2007 | DASFAA | 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 |
| 2007 | DASFAA | An Optimized Process Neural Network Model. | Guojie Song, Dongqing Yang, Yunfeng Liu, Bin Cui, Ling Wu, Kunqing Xie |
| 2007 | ICDM | Local Word Bag Model for Text Categorization. | Wen Pu, Ning Liu, Shuicheng Yan, Jun Yan, Kunqing Xie, Zheng Chen |
| 2007 | WWW | Causal relation of queries from temporal logs. | Yizhou Sun, Kunqing Xie, Ning Liu, Shuicheng Yan, Benyu Zhang, Zheng Chen |
| 2005 | IGARSS | A compensation mechanism in GIS Web service composition. | Yanfeng Sun, Xiujun Ma, Kunqing Xie, Guanhua Chen, Chen Liu, Chenyu Li, Zhuo Chen |
| 2005 | IGARSS | Detecting spatio-temporal outliers in climate dataset: a method study. | Yuxiang Sun, Kunqing Xie, Xiujun Ma, Xingxing Jin, Wen Pu, Xiaoping Gao |
| 2005 | IGARSS | Adaptive sampling for selectivity estimation in spatial database. | Dan Xu, Xiujun Ma, Kunqing Xie, Liang Han, Huibin Zhang, Wen Pu, Haitao Zhang |
| 2005 | IGARSS | Spatial data cube: provides better support for spatial data mining. | Yuanzhi Zhang, Kunqing Xie, Xiujun Ma, Dan Xu, Cuo Cai, Shiwei Tang |
| 2005 | IGARSS | G-WSDL: a data-oriented approach to model GIS Web services. | Guanhua Chen, Kunqing Xie, Xiujun Ma, Yanfeng Sun, Yuanzhi Zhang, Lebin Sun |
| 2005 | IGARSS | 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 |
| 2005 | IGARSS | A novel method to integrate spatial data mining and geographic information system. | Xingxing Jin, Yingkun Cai, Kunqing Xie, Xiujun Ma, Yuxiang Sun, Cuo Cai |
| 2005 | IGARSS | A spatio-temporal aquarium for visual exploration on geographic phenomena. | Chenyu Li, Xiujun Ma, Kunqing Xie, Yuxiang Sun, Cuo Cai, Wen Pu |
| 2004 | APWEB | A Comparative Study on Feature Weight in Text Categorization. | Zhi-Hong Deng, Shiwei Tang, Dongqing Yang, Ming Zhang, Liyu Li, Kunqing Xie |