Guojie Song

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.

2 MPNN : A Mixed PNN Model

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

Time Lag Concerned Dynamic Dependency Network Structure Learning

Guojie Song, Sizhen Du, 2016 .

Polarized Graph Neural Networks

Guojie Song, Zheng Fang, Lingjun Xu, 2022, WWW.

Large Scale Network Embedding: A Separable Approach

Liang Zhang, Yi Li, Guojie Song, 2022, IEEE Transactions on Knowledge and Data Engineering.

Deep Convolutional Neural Network Based Medical Concept Normalization

Yi Luo, Yilun Jin, Yiming Wang, 2022, IEEE Transactions on Big Data.

Streaming Graph Neural Networks with Generative Replay

Guojie Song, Junshan Wang, Wenhao Zhu, 2022, KDD.

Stochastic Workflow Authorizations With Queueing Constraints

Yanjiang Yang, Haibing Lu, Xi Chen, 2021, IEEE Transactions on Dependable and Secure Computing.

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

Chuan Shi, Guojie Song, Zihao Zhu, 2021, AAAI.

Streaming Graph Neural Networks via Continual Learning

Yi Wu, Liang Wang, Guojie Song, 2020, CIKM.

Inferring explicit and implicit social ties simultaneously in mobile social networks

Guojie Song, Yuanhao Li, Junshan Wang, 2020, Science China Information Sciences.

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

Jie Tang, Xiaodong Chen, Guojie Song, 2017, IEEE Transactions on Knowledge and Data Engineering.

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.

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

Wei Chen, Qingye Jiang, Guojie Song, 2011, SDM.

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

Guojie Song, Yun Wang, Junshan Wang, 2018, IJCAI.

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

Yi Luo, Pengyu Li, Guojie Song, 2018, AAAI.

HamNet: Conformation-Guided Molecular Representation with Hamiltonian Neural Networks pdf

Guojie Song, Lingsheng Cai, Ziyao Li, 2021, ICLR.

Deep Molecular Representation Learning via Fusing Physical and Chemical Information pdf

Guojie Song, Lingsheng Cai, Shuwen Yang, 2021, NeurIPS.

Learning Node Representations from Noisy Graph Structures pdf

Chuan Shi, Guojie Song, Junshan Wang, 2020, 2020 IEEE International Conference on Data Mining (ICDM).

GraLSP: Graph Neural Networks with Local Structural Patterns pdf

Yilun Jin, Chuan Shi, Guojie Song, 2019, AAAI.

Multi-Component Graph Convolutional Collaborative Filtering

Xiao Wang, Chuan Shi, Guojie Song, 2019, AAAI.

Network Embedding on Hierarchical Community Structure Network

Guojie Song, Lun Du, Junshan Wang, 2021, ACM Trans. Knowl. Discov. Data.

Inferring explicit and implicit social ties simultaneously in mobile social networks

Guojie Song, Lun Du, Junshan Wang, 2020, Science China Information Sciences.

Spatio-Temporal Routine Mining on Mobile Phone Data

Tian Qin, Jie Tang, Guojie Song, 2018, ACM Trans. Knowl. Discov. Data.

Galaxy Network Embedding: A Hierarchical Community Structure Preserving Approach

Wei Chen, Yiming Wang, Guojie Song, 2018, IJCAI.

Inferring diffusion networks with life stage heterogeneity

Tong Zhao, Guojie Song, Xinran He, 2018, Science China Information Sciences.

Simulated Annealing Based Influence Maximization in Social Networks

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

User-Oriented Materialized View Selection

Ziyu Lin, Tengjiao Wang, Dongqing Yang, 2007, 7th IEEE International Conference on Computer and Information Technology (CIT 2007).

Time2Graph: Revisiting Time Series Modeling with Dynamic Shapelets

Yang Yang, Wei Wang, Guojie Song, 2019, AAAI.

Polypharmacology of ambroxol in the treatment of COVID-19

Guojie Song, Yuedan Wang, Yu-zhi Dong, 2023, Bioscience reports.

Domain Adaptive Classification on Heterogeneous Information Networks

Shuwen Yang, Yilun Jin, Guojie Song, 2020, IJCAI.

A Deep Spatial-Temporal Ensemble Model for Air Quality Prediction

Guojie Song, Junshan Wang, Guojie Song, 2018, Neurocomputing.

Dual Intent Enhanced Graph Neural Network for Session-based New Item Recommendation

Guojie Song, Xiang Li, Shirui Pan, 2023, WWW.

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.

Graph Structural-topic Neural Network

Yi Li, Yilun Jin, Wei Lin, 2020, KDD.

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).

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

Yun Wang, Guojie Song, Lun Du, 2019, ACM Trans. Knowl. Discov. Data.

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

Guojie Song, Lun Du, Jipeng Huang, 2018, IEEE Intelligent Transportation Systems Magazine.

Lorentzian Graph Convolutional Networks

Chuan Shi, Guojie Song, Xiao Wang, 2021, WWW.

Heterogeneous Graph Structure Learning for Graph Neural Networks

Yanfang Ye, Chuan Shi, Guojie Song, 2021, AAAI.

Collective causal inference with lag estimation

Guojie Song, Haikun Hong, Sizhen Du, 2019, Neurocomputing.

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.

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

Zhongfei Zhang, Guojie Song, Xi Li, 2017, IEEE Transactions on Knowledge and Data Engineering.

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.

Spatial-Temporal Graph ODE Networks for Traffic Flow Forecasting

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

Stepping Back to SMILES Transformers for Fast Molecular Representation Inference pdf

Guojie Song, Wenhao Zhu, Ziyao Li, 2021, ArXiv.

TION WITH HAMILTONIAN NEURAL NETWORKS

Ziyao Li, Guojie Song, Shuwen Yang, 2021 .

Theoretically Improving Graph Neural Networks via Anonymous Walk Graph Kernels

Guojie Song, Qingqing Long, Yilun Jin, 2021, WWW.

Rethinking Structural Encodings: Adaptive Graph Transformer for Node Classification Task

Guojie Song, Bo Zheng, Yi Wu, 2023, WWW.

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

Liang Zhang, Guojie Song, Ziyao Li, 2019, IJCAI.

EPNE: Evolutionary Pattern Preserving Network Embedding pdf

Yilun Jin, Xiaojun Ma, Guojie Song, 2020, ECAI.

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.

Meta-Weight Graph Neural Network: Push the Limits Beyond Global Homophily

Guojie Song, Liang Wang, Qinkai Chen, 2022, WWW.

DANE: Domain Adaptive Network Embedding pdf

Shuwen Yang, Yilun Jin, Guojie Song, 2019, IJCAI.

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).

Efficient Skyline Computation in Structured Peer-to-Peer Systems

Hua Lu, Bin Cui, Lijiang Chen, 2009, IEEE Transactions on Knowledge and Data Engineering.

Research on Materialized View Selection: Research on Materialized View Selection

Ziyu Lin, Tengjiao Wang, Dongqing Yang, 2009 .

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.

Hierarchical Transformer for Scalable Graph Learning

Guojie Song, Wenhao Zhu, Liang Wang, 2023, IJCAI.

Hierarchical Community Structure Preserving Network Embedding: A Subspace Approach

Yilun Jin, Yiming Wang, Wei Lin, 2019, CIKM.

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

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

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

Hong Chen, Cuiping Li, Yutao Zhang, 2018, CIKM.

Deep Architecture for Traffic Flow Prediction

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

Temporal Causal Inference with Time Lag

Lei Han, Guojie Song, Haikun Hong, 2018, Neural Computation.

On Influential Nodes Tracking in Dynamic Social Networks

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

Learning dynamic dependency network structure with time lag

Dong Liu, Guojie Song, Haikun Hong, 2018, Science China Information Sciences.

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

Kunqing Xie, Tianshu Wu, Xiujun Ma, 2008 .

LEReg: Empower Graph Neural Networks with Local Energy Regularization

Xiaojun Ma, Guojie Song, Hanyue Chen, 2021, CIKM.

StructInf: Mining Structural Influence from Social Streams

Jimeng Sun, Juan-Zi Li, Jie Tang, 2017, AAAI.

Inferring Diffusion Network on Incomplete Cascade Data

Guojie Song, Sizhen Du, Peng Dou, 2016, WAIM.

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

Guojie Song, Shuai Liu, Wenhao Huang, 2020, ACM Trans. Knowl. Discov. Data.

SepNE: Bringing Separability to Network Embedding pdf

Liang Zhang, Guojie Song, Ziyao Li, 2018, AAAI.

Probabilistic dynamic causal model for temporal data

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

KDLGT: A Linear Graph Transformer Framework via Kernel Decomposition Approach

Zhouchen Lin, Guojie Song, Shaoguo Liu, 2023, International Joint Conference on Artificial Intelligence.

Improving Graph Neural Networks with Structural Adaptive Receptive Fields

Xiaojun Ma, Guojie Song, Junshan Wang, 2021, WWW.

Domain Adaptive Network Embedding

Haibing Lu, Guojie Song, Lingjun Xu, 2022, IEEE Transactions on Big Data.

Active Domain Transfer on Network Embedding

Yilun Jin, Guojie Song, Yizhou Zhang, 2020, WWW.

Routine Mining Based Anomaly Detection in Mobile Phone Data

Tian Qin, Guojie Song, Sizhen Du, 2016, SDM.

Taxonomy-Enhanced Graph Neural Networks

Guojie Song, Junshan Wang, Lingjun Xu, 2022, CIKM.

Sequence-aware Heterogeneous Graph Neural Collaborative Filtering

Linmei Hu, Chuan Shi, Guojie Song, 2021, SDM.

Invariant Factor Graph Neural Networks

Guojie Song, Dong Li, Jianye Hao, 2022, 2022 IEEE International Conference on Data Mining (ICDM).

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

Wei Chen, Guojie Song, Qingye Jiang, 2011, SDM.

Time2Graph: Revisiting Time Series Modeling with Dynamic Shapelets

Guojie Song, Wei Wang, Yueting Zhuang, 2019, AAAI.

A Spatial-temporal Topic Segmentation Model for Human Mobile Behavior

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

On Structural Expressive Power of Graph Transformers

Guojie Song, Bo Zheng, Wenhao Zhu, 2023, KDD.

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

Shiwei Tang, Ling Wu, Tengjiao Wang, 2006, Sixth IEEE International Conference on Data Mining - Workshops (ICDMW'06).