Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Heterogeneous Graph Structure Learning for Graph Neural Networks.

[BibT_eX]

[DOI]

Jianan Zhao

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

GraphMSE: Efficient Meta-path Selection in Semantically Aligned Feature Space for Graph Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Real-time Transportation Prediction Correction using Reconstruction Error in Deep Learning.

[BibT_eX]

[DOI]

Shuai Liu

Guojie Song

Wenhao Huang

ACM Trans. Knowl. Discov. Data, 2020

Inferring explicit and implicit social ties simultaneously in mobile social networks.

[BibT_eX]

[DOI]

Sci. China Inf. Sci., 2020

Active Domain Transfer on Network Embedding.

[BibT_eX]

[DOI]

Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

Graph Structural-topic Neural Network.

[BibT_eX]

[DOI]

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

Domain Adaptive Classification on Heterogeneous Information Networks.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Learning Node Representations from Noisy Graph Structures.

[BibT_eX]

[DOI]

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

EPNE: Evolutionary Pattern Preserving Network Embedding.

[BibT_eX]

[DOI]

Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020

Streaming Graph Neural Networks via Continual Learning.

[BibT_eX]

[DOI]

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

Elaborating the Bayesian Priors in Unsupervised Graph Embedding via Graph Concepts.

[BibT_eX]

[DOI]

Proceedings of the Advanced Data Mining and Applications - 16th International Conference, 2020

Multi-Component Graph Convolutional Collaborative Filtering.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

GraLSP: Graph Neural Networks with Local Structural Patterns.

[BibT_eX]

[DOI]

Yilun Jin

Guojie Song

Chuan Shi

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Time2Graph: Revisiting Time Series Modeling with Dynamic Shapelets.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Real-Time Estimation of the Urban Air Quality with Mobile Sensor System.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2019

Collective causal inference with lag estimation.

[BibT_eX]

[DOI]

Sizhen Du

Guojie Song

Haikun Hong

Neurocomputing, 2019

Blow-up and global solutions for a class of time fractional nonlinear reaction-diffusion equation with weakly spatial source.

[BibT_eX]

[DOI]

Appl. Math. Lett., 2019

Tag2Vec: Learning Tag Representations in Tag Networks.

[BibT_eX]

[DOI]

Proceedings of the World Wide Web Conference, 2019

DANE: Domain Adaptive Network Embedding.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Tag2Gauss: Learning Tag Representations via Gaussian Distribution in Tagged Networks.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

GCN-LASE: Towards Adequately Incorporating Link Attributes in Graph Convolutional Networks.

[BibT_eX]

[DOI]

Ziyao Li

Liang Zhang

Guojie Song

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Fusion of Global and Local Gaussian-Hermite Moments for Face Recognition.

[BibT_eX]

[DOI]

Proceedings of the Image and Graphics Technologies and Applications, 2019

Hierarchical Community Structure Preserving Network Embedding: A Subspace Approach.

[BibT_eX]

[DOI]

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

SepNE: Bringing Separability to Network Embedding.

[BibT_eX]

[DOI]

Ziyao Li

Liang Zhang

Guojie Song

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Deep Air Learning: Interpolation, Prediction, and Feature Analysis of Fine-Grained Air Quality.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2018

Spatio-Temporal Routine Mining on Mobile Phone Data.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2018

Temporal Causal Inference with Time Lag.

[BibT_eX]

[DOI]

Neural Comput., 2018

Traffic Events Oriented Dynamic Traffic Assignment Model for Expressway Network: A Network Flow Approach.

[BibT_eX]

[DOI]

IEEE Intell. Transp. Syst. Mag., 2018

A Deep Spatial-Temporal Ensemble Model for Air Quality Prediction.

[BibT_eX]

[DOI]

Junshan Wang

Guojie Song

Neurocomputing, 2018

Inferring diffusion networks with life stage heterogeneity.

[BibT_eX]

[DOI]

Tong Zhao

Guojie Song

Xinran He

Sci. China Inf. Sci., 2018

Learning dynamic dependency network structure with time lag.

[BibT_eX]

[DOI]

Sci. China Inf. Sci., 2018

Network topology inference from incomplete observation data.

[BibT_eX]

[DOI]

Peng Dou

Guojie Song

Tong Zhao

Sci. China Inf. Sci., 2018

Dynamic Network Embedding : An Extended Approach for Skip-gram based Network Embedding.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Galaxy Network Embedding: A Hierarchical Community Structure Preserving Approach.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Chinese Medical Concept Normalization by Using Text and Comorbidity Network Embedding.

[BibT_eX]

[DOI]

Yizhou Zhang

Xiaojun Ma

Guojie Song

Proceedings of the IEEE International Conference on Data Mining, 2018

MEgo2Vec: Embedding Matched Ego Networks for User Alignment Across Social Networks.

[BibT_eX]

[DOI]

Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

Multi-Task Medical Concept Normalization Using Multi-View Convolutional Neural Network.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Influential Node Tracking on Dynamic Social Network: An Interchange Greedy Approach.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2017

A compact finite difference scheme for variable order subdiffusion equation.

[BibT_eX]

[DOI]

Jianxiong Cao

Yanan Qiu

Guojie Song

Commun. Nonlinear Sci. Numer. Simul., 2017

StructInf: Mining Structural Influence from Social Streams.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

A time-space domain stereo finite difference method for 3D scalar wave propagation.

[BibT_eX]

[DOI]

Comput. Geosci., 2016

Inferring Diffusion Network on Incomplete Cascade Data.

[BibT_eX]

[DOI]

Peng Dou

Sizhen Du

Guojie Song

Proceedings of the Web-Age Information Management - 17th International Conference, 2016

Routine Mining Based Anomaly Detection in Mobile Phone Data.

[BibT_eX]

[DOI]

Tian Qin

Guojie Song

Sizhen Du

Proceedings of the 2016 SIAM International Conference on Data Mining, 2016

Budget Minimization with Time and Influence Constraints in Social Network.

[BibT_eX]

[DOI]

Peng Dou

Sizhen Du

Guojie Song

Proceedings of the Web Technologies and Applications - 18th Asia-Pacific Web Conference, 2016

2015

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

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2015

Overlapping Decomposition for Gaussian Graphical Modeling.

[BibT_eX]

[DOI]

Guojie Song

Lei Han

Kunqing Xie

IEEE Trans. Knowl. Data Eng., 2015

On Influential Nodes Tracking in Dynamic Social Networks.

[BibT_eX]

[DOI]

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

Probabilistic dynamic causal model for temporal data.

[BibT_eX]

[DOI]

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

Improving deep neural network ensembles using reconstruction error.

[BibT_eX]

[DOI]

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

2014

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

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2014

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

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

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

Dynamic boosting in deep learning using reconstruction error.

[BibT_eX]

[DOI]

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

Deep process neural network for temporal deep learning.

[BibT_eX]

[DOI]

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

Traffic zone division using mobile billing data.

[BibT_eX]

[DOI]

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

Who were you talking to - Mining interpersonal relationships from cellphone network data.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2014

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

[BibT_eX]

[DOI]

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

2013

Adaptive Weight Optimization for Classification of Imbalanced Data.

[BibT_eX]

[DOI]

Proceedings of the Intelligence Science and Big Data Engineering, 2013

Accelerating the 3D Elastic Wave Forward Modeling on GPU and MIC.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Symposium on Parallel & Distributed Processing, 2013

Cost sensitive GPS-based activity recognition.

[BibT_eX]

[DOI]

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

Hierarchical destination prediction based on GPS history.

[BibT_eX]

[DOI]

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

Automated urban location annotation on mobile records.

[BibT_eX]

[DOI]

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

Deep Architecture for Traffic Flow Prediction.

[BibT_eX]

[DOI]

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

2012

Influence Blocking Maximization in Social Networks under the Competitive Linear Threshold Model.

[BibT_eX]

[DOI]

Proceedings of the Twelfth SIAM International Conference on Data Mining, 2012

Overlapping decomposition for causal graphical modeling.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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

An Adaption of Relief for Redundant Feature Elimination.

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

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

2011

Influence Blocking Maximization in Social Networks under the Competitive Linear Threshold Model Technical Report

[BibT_eX]

[DOI]

CoRR, 2011

Discrete Trajectory Prediction on Mobile Data.

[BibT_eX]

[DOI]

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

Transportation Modes Identification from Mobile Phone Data Using Probabilistic Models.

[BibT_eX]

[DOI]

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

Simulated Annealing Based Influence Maximization in Social Networks.

[BibT_eX]

[DOI]

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

2010

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

[BibT_eX]

[DOI]

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

Adaptive Fit Parameters Tuning with Data Density Changes in Locally Weighted Learning.

[BibT_eX]

[DOI]

Lei Han

Kun-Qing Xie

Guo-Jie Song

Proceedings of the Advances in Neural Networks, 2010

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

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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

2009

Efficient Skyline Computation in Structured Peer-to-Peer Systems.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2009

Accelerating sequence searching: dimensionality reduction method.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2009

An experimental study of large-scale mobile social network.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on World Wide Web, 2009

Numerical Learning Method for Process Neural Network.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Networks, 2009

A Novel Spatio-temporal Clustering Approach by Process Similarity.

[BibT_eX]

[DOI]

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

Statistical Analysis of Real Large-Scale Mobile Social Network.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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

2008

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

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Networks, 2008

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

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

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

Squeezing Long Sequence Data for Efficient Similarity Search.

[BibT_eX]

[DOI]

Proceedings of the Progress in WWW Research and Development, 2008

2007

An Optimized Process Neural Network Model.

[BibT_eX]

[DOI]

Proceedings of the Advances in Databases: Concepts, 2007

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

[BibT_eX]

[DOI]

Proceedings of the Advances in Databases: Concepts, 2007

User-Oriented Materialized View Selection.

[BibT_eX]

[DOI]

Proceedings of the Seventh International Conference on Computer and Information Technology (CIT 2007), 2007

Dealing with Query Contention Issue in Real-Time Data Warehouses by Dynamic Multi-level Caches.

[BibT_eX]

[DOI]

Proceedings of the Seventh International Conference on Computer and Information Technology (CIT 2007), 2007

2006

A Mixed Process Neural Network and its Application to Churn Prediction in Mobile Communications.

[BibT_eX]

[DOI]

Proceedings of the Workshops Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

Guojie Song

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