A Mixed Process Neural Network and its Application to Churn Prediction in Mobile Communications. - Guojie Song; Dongqing Yang; Ling Wu; Tengjiao Wang 003; Shiwei Tang (ICDM Workshops, 2006)

Dealing with Query Contention Issue in Real-Time Data Warehouses by Dynamic Multi-level Caches. - Ziyu Lin; Dongqing Yang; Guojie Song; Tengjiao Wang 003 (CIT, 2007)

User-Oriented Materialized View Selection. - Ziyu Lin; Dongqing Yang; Guojie Song; Tengjiao Wang 003 (CIT, 2007)

CLAIM: An Efficient Method for Relaxed Frequent Closed Itemsets Mining over Stream Data. - Guojie Song; Dongqing Yang; Bin Cui 001; Baihua Zheng; Yunfeng Liu; Kunqing Xie (DASFAA, 2007)

An Optimized Process Neural Network Model. - Guojie Song; Dongqing Yang; Yunfeng Liu; Bin Cui 001; Ling Wu; Kunqing Xie (DASFAA, 2007)

Squeezing Long Sequence Data for Efficient Similarity Search. - Guojie Song; Bin Cui 001; Baihua Zheng; Kunqing Xie; Dongqing Yang (APWeb, 2008)

A Kalman Filter Based Approach for Outlier Detection in Sensor Networks. - Meng Shuai; Kunqing Xie; Guanhua Chen; Xiuli Ma; Guojie Song (CSSE (4), 2008)

An online approach based on locally weighted learning for short-term traffic flow prediction. - Meng Shuai; Kunqing Xie; Wen Pu; Guojie Song; Xiujun Ma (GIS, 2008)

Real-Time Short-Term Traffic Flow Forecasting Based on Process Neural Network. - Shan He; Cheng Hu; Guojie Song; Kunqing Xie; Yizhou Sun (ISNN (2), 2008)

Hybrid Process Neural Network based on Spatio-Temporal Similarities for Short-Term Traffic Flow Prediction. - Cheng Hu; Kunqing Xie; Guojie Song; Tianshu Wu (ITSC, 2008)

An On-Road Wireless Sensor Network Approach for Urban Traffic State Monitoring. - Meng Shuai; Kunqing Xie; Xiujun Ma; Guojie Song (ITSC, 2008)

A Multiple SVR Approach with Time Lags for Traffic Flow Prediction. - Tianshu Wu; Kunqing Xie; Guojie Song; Cheng Hu (ITSC, 2008)

Adequacy of Data for Mining Individual Friendship Pattern from Cellular Phone Call Logs. - Zhengbin Dong; Guojie Song; Kunqing Xie; Yixian Sun; Jingyao Wang (FSKD (5), 2009)

Statistical Analysis of Real Large-Scale Mobile Social Network. - Zhengbin Dong; Guojie Song; Kunqing Xie; Ke Tang; Jingyao Wang (FSKD (2), 2009)

A Novel Spatio-temporal Clustering Approach by Process Similarity. - Fan Lin; Kunqing Xie; Guojie Song; Tianshu Wu (FSKD (5), 2009)

Numerical Learning Method for Process Neural Network. - Tianshu Wu; Kunqing Xie; Guojie Song; Xingui He (ISNN (1), 2009)

An experimental study of large-scale mobile social network. - Zhengbin Dong; Guo-Jie Song; Kun-Qing Xie; Jingyao Wang (WWW, 2009)

Accelerating sequence searching: dimensionality reduction method. - Guojie Song; Bin Cui 001; Baihua Zheng; Kunqing Xie; Dongqing Yang (Knowl. Inf. Syst., 2009)

Efficient Skyline Computation in Structured Peer-to-Peer Systems. - Bin Cui 001; Lijiang Chen; Linhao Xu; Hua Lu 001; Guojie Song; Quanqing Xu (IEEE Trans. Knowl. Data Eng., 2009)

Anchor Points Seeking of Large Urban Crowd Based on the Mobile Billing Data. - Wenhao Huang 001; Zhengbin Dong; Nan Zhao; Hao Tian; Guojie Song; Guanhua Chen; Yun Jiang; Kunqing Xie (ADMA (1), 2010)

Locally kernel regression adapting with data distribution in prediction of traffic flow. - Lei Han 001; Meng Shuai; Kunqing Xie; Guojie Song; Xiujun Ma (Geoinformatics, 2010)

A novel approach to estimate human space-time path based on mobile phone call records. - Hao Tian; Xiujun Ma; Han Wang; Guojie Song; Kunqing Xie (Geoinformatics, 2010)

Adaptive Fit Parameters Tuning with Data Density Changes in Locally Weighted Learning. - Lei Han 001; Kun-Qing Xie; Guo-Jie Song (ISNN (2), 2010)

Community-based greedy algorithm for mining top-K influential nodes in mobile social networks. - Yu Wang; Gao Cong; Guojie Song; Kunqing Xie (KDD, 2010)

Simulated Annealing Based Influence Maximization in Social Networks. - Qingye Jiang; Guojie Song; Gao Cong; Yu Wang; Wenjun Si; Kunqing Xie (AAAI, 2011)

Transportation Modes Identification from Mobile Phone Data Using Probabilistic Models. - Dafeng Xu; Guojie Song; Peng Gao; Rongzeng Cao; Xinwei Nie; Kunqing Xie (ADMA (2), 2011)

Discrete Trajectory Prediction on Mobile Data. - Nan Zhao; Wenhao Huang 001; Guojie Song; Kunqing Xie (APWeb, 2011)

Influence Blocking Maximization in Social Networks under the Competitive Linear Threshold Model Technical Report - Xinran He; Guojie Song; Wei Chen 013; Qingye Jiang (CoRR, 2011)

A online boosting approach for traffic flow forecasting under abnormal conditions. - Tianshu Wu; Kunqing Xie; Dong Xinpin; Guojie Song (FSKD, 2012)

An Adaption of Relief for Redundant Feature Elimination. - Tianshu Wu; Kunqing Xie; Chengkai Nie; Guojie Song (ISNN (2), 2012)

Measurement analysis of traffic flow uncertainty on Chinese highway network. - Ruiqi Liu; Xingxing Xing; Guojie Song; Kunqing Xie; Ping Zhang 009 (ITSC, 2012)

A short-term freeway traffic flow prediction method based on road section traffic flow structure pattern. - Ping Zhang 009; Kunqing Xie; Guojie Song (ITSC, 2012)

Overlapping decomposition for causal graphical modeling. - Lei Han 001; Guojie Song; Gao Cong; Kunqing Xie (KDD, 2012)

Influence Blocking Maximization in Social Networks under the Competitive Linear Threshold Model. - Xinran He; Guojie Song; Wei Chen 013; Qingye Jiang (SDM, 2012)

Deep Architecture for Traffic Flow Prediction. - Wenhao Huang 001; Haikun Hong; Man Li; Weisong Hu; Guojie Song; Kunqing Xie (ADMA (2), 2013)

Automated urban location annotation on mobile records. - Wenhao Huang 001; Man Li; Weisong Hu; Guojie Song; Kunqing Xie (FSKD, 2013)

Hierarchical destination prediction based on GPS history. - Wenhao Huang 001; Man Li; Weisong Hu; Guojie Song; Kunqing Xie (FSKD, 2013)

Cost sensitive GPS-based activity recognition. - Wenhao Huang 001; Man Li; Weisong Hu; Guojie Song; Xingxing Xing; Kunqing Xie (FSKD, 2013)

Accelerating the 3D Elastic Wave Forward Modeling on GPU and MIC. - Yang You 001; Haohuan Fu; Xiaomeng Huang; Guojie Song; Lin Gan; Wenjian Yu; Guangwen Yang (IPDPS Workshops, 2013)

Adaptive Weight Optimization for Classification of Imbalanced Data. - Wenhao Huang 001; Guojie Song; Man Li; Weisong Hu; Kunqing Xie (IScIDE, 2013)

Encoding Tree Sparsity in Multi-Task Learning: A Probabilistic Framework. - Lei Han 001; Yu Zhang 006; Guojie Song; Kunqing Xie (AAAI, 2014)

Who were you talking to - Mining interpersonal relationships from cellphone network data. - Mo Yu; Wenjun Si; Guojie Song; Zhenhui Li; John Yen (ASONAM, 2014)

Traffic zone division using mobile billing data. - Xingxing Xing; Wenhao Huang 001; Guojie Song; Kunqing Xie (FSKD, 2014)

Deep process neural network for temporal deep learning. - Wenhao Huang 001; Haikun Hong; Guojie Song; Kunqing Xie (IJCNN, 2014)

Dynamic boosting in deep learning using reconstruction error. - Wenhao Huang 001; Ni Zhang; Weisong Hu; Haikun Hong; Guojie Song; Kunqing Xie (IJCNN, 2014)

Metric-Based Multi-Task Grouping Neural Network for Traffic Flow Forecasting. - Haikun Hong; Wenhao Huang 001; Guojie Song; Kunqing Xie (ISNN, 2014)

A Spatial-temporal Topic Segmentation Model for Human Mobile Behavior. - Xingxing Xing; Man Li; Weisong Hu; Wenhao Huang 001; Guojie Song; Kunqing Xie (WAIM, 2014)

Deep Architecture for Traffic Flow Prediction: Deep Belief Networks With Multitask Learning. - Wenhao Huang 001; Guojie Song; Haikun Hong; Kunqing Xie (IEEE Trans. Intell. Transp. Syst., 2014)

Improving deep neural network ensembles using reconstruction error. - Wenhao Huang 001; Haikun Hong; Kaigui Bian; Xiabing Zhou; Guojie Song; Kunqing Xie (IJCNN, 2015)

Probabilistic dynamic causal model for temporal data. - Xiabing Zhou; Wenhao Huang 001; Ni Zhang; Weisong Hu; Sizhen Du; Guojie Song; Kunqing Xie (IJCNN, 2015)

On Influential Nodes Tracking in Dynamic Social Networks. - Xiaodong Chen; Guojie Song; Xinran He; Kunqing Xie (SDM, 2015)

Overlapping Decomposition for Gaussian Graphical Modeling. - Guojie Song; Lei Han 001; Kunqing Xie (IEEE Trans. Knowl. Data Eng., 2015)

Influence Maximization on Large-Scale Mobile Social Network: A Divide-and-Conquer Method. - Guojie Song; Xiabing Zhou; Yu Wang; Kunqing Xie (IEEE Trans. Parallel Distributed Syst., 2015)

Budget Minimization with Time and Influence Constraints in Social Network. - Peng Dou; Sizhen Du; Guojie Song (APWeb (1), 2016)

Routine Mining Based Anomaly Detection in Mobile Phone Data. - Tian Qin; Guojie Song; Sizhen Du (SDM, 2016)

Inferring Diffusion Network on Incomplete Cascade Data. - Peng Dou; Sizhen Du; Guojie Song (WAIM (1), 2016)

A time-space domain stereo finite difference method for 3D scalar wave propagation. - Yushu Chen; Guangwen Yang; Xiao Ma; Conghui He; Guojie Song (Comput. Geosci., 2016)

StructInf: Mining Structural Influence from Social Streams. - Jing Zhang 001; Jie Tang 001; Yuanyi Zhong; Yuchen Mo; Juanzi Li; Guojie Song; Wendy Hall 001; Jimeng Sun 001 (AAAI, 2017)

A compact finite difference scheme for variable order subdiffusion equation. - Jianxiong Cao; Yanan Qiu; Guojie Song (Commun. Nonlinear Sci. Numer. Simul., 2017)

Influential Node Tracking on Dynamic Social Network: An Interchange Greedy Approach. - Guojie Song; Yuanhao Li; Xiaodong Chen; Xinran He; Jie Tang 001 (IEEE Trans. Knowl. Data Eng., 2017)

Multi-Task Medical Concept Normalization Using Multi-View Convolutional Neural Network. - Yi Luo; Guojie Song; Pengyu Li; Zhongang Qi (AAAI, 2018)

MEgo2Vec: Embedding Matched Ego Networks for User Alignment Across Social Networks. - Jing Zhang 001; Bo Chen 026; Xianming Wang; Hong Chen 001; Cuiping Li 001; Fengmei Jin; Guojie Song; Yutao Zhang (CIKM, 2018)

Chinese Medical Concept Normalization by Using Text and Comorbidity Network Embedding. - Yizhou Zhang; Xiaojun Ma; Guojie Song (ICDM, 2018)

Galaxy Network Embedding: A Hierarchical Community Structure Preserving Approach. - Lun Du; Zhicong Lu; Yun Wang 012; Guojie Song; Yiming Wang; Wei Chen 013 (IJCAI, 2018)

Dynamic Network Embedding : An Extended Approach for Skip-gram based Network Embedding. - Lun Du; Yun Wang 012; Guojie Song; Zhicong Lu; Junshan Wang (IJCAI, 2018)

Network topology inference from incomplete observation data. - Peng Dou; Guojie Song; Tong Zhao (Sci. China Inf. Sci., 2018)

Learning dynamic dependency network structure with time lag. - Sizhen Du; Guojie Song; Haikun Hong; Dong Liu 008 (Sci. China Inf. Sci., 2018)

Inferring diffusion networks with life stage heterogeneity. - Tong Zhao; Guojie Song; Xinran He (Sci. China Inf. Sci., 2018)

A Deep Spatial-Temporal Ensemble Model for Air Quality Prediction. - Junshan Wang; Guojie Song (Neurocomputing, 2018)

Traffic Events Oriented Dynamic Traffic Assignment Model for Expressway Network: A Network Flow Approach. - Lun Du; Guojie Song; Yiming Wang; Jipeng Huang; Mengfei Ruan; Zhanyuan Yu (IEEE Intell. Transp. Syst. Mag., 2018)

Temporal Causal Inference with Time Lag. - Sizhen Du; Guojie Song; Lei Han 001; Haikun Hong (Neural Comput., 2018)

Spatio-Temporal Routine Mining on Mobile Phone Data. - Tian Qin; Wufan Shangguan; Guojie Song; Jie Tang 001 (ACM Trans. Knowl. Discov. Data, 2018)

Deep Air Learning: Interpolation, Prediction, and Feature Analysis of Fine-Grained Air Quality. - Zhongang Qi; Tianchun Wang; Guojie Song; Weisong Hu; Xi Li 001; Zhongfei Zhang (IEEE Trans. Knowl. Data Eng., 2018)

SepNE: Bringing Separability to Network Embedding. - Ziyao Li; Liang Zhang; Guojie Song (AAAI, 2019)

Hierarchical Community Structure Preserving Network Embedding: A Subspace Approach. - Qingqing Long; Yiming Wang; Lun Du; Guojie Song; Yilun Jin; Wei Lin (CIKM, 2019)

Fusion of Global and Local Gaussian-Hermite Moments for Face Recognition. - Guojie Song; Dan He; Puchun Chen; Jidong Tian; Bin Zhou; Li Luo (IGTA, 2019)

GCN-LASE: Towards Adequately Incorporating Link Attributes in Graph Convolutional Networks. - Ziyao Li; Liang Zhang; Guojie Song (IJCAI, 2019)

Tag2Gauss: Learning Tag Representations via Gaussian Distribution in Tagged Networks. - Yun Wang 012; Lun Du; Guojie Song; Xiaojun Ma; Lichen Jin; Wei Lin; Fei Sun 001 (IJCAI, 2019)

DANE: Domain Adaptive Network Embedding. - Yizhou Zhang; Guojie Song; Lun Du; Shuwen Yang; Yilun Jin (IJCAI, 2019)

Tag2Vec: Learning Tag Representations in Tag Networks. - Junshan Wang; Zhicong Lu; Guojie Song; Yue Fan; Lun Du; Wei Lin (WWW, 2019)

Blow-up and global solutions for a class of time fractional nonlinear reaction-diffusion equation with weakly spatial source. - Jianxiong Cao; Guojie Song; Jie Wang; Qihong Shi; Sujing Sun (Appl. Math. Lett., 2019)

Collective causal inference with lag estimation. - Sizhen Du; Guojie Song; Haikun Hong (Neurocomputing, 2019)

Real-Time Estimation of the Urban Air Quality with Mobile Sensor System. - Yun Wang 012; Guojie Song; Lun Du; Zhicong Lu (ACM Trans. Knowl. Discov. Data, 2019)

Time2Graph: Revisiting Time Series Modeling with Dynamic Shapelets. - Ziqiang Cheng; Yang Yang 009; Wei Wang 059; Wenjie Hu 003; Yueting Zhuang; Guojie Song (AAAI, 2020)

GraLSP: Graph Neural Networks with Local Structural Patterns. - Yilun Jin; Guojie Song; Chuan Shi 001 (AAAI, 2020)

Multi-Component Graph Convolutional Collaborative Filtering. - Xiao Wang 017; Ruijia Wang; Chuan Shi 001; Guojie Song; Qingyong Li (AAAI, 2020)

Elaborating the Bayesian Priors in Unsupervised Graph Embedding via Graph Concepts. - Xiaojun Ma; Ziyao Li; Siwei Wei; Guojie Song (ADMA, 2020)

Streaming Graph Neural Networks via Continual Learning. - Junshan Wang; Guojie Song; Yi Wu; Liang Wang 001 (CIKM, 2020)

EPNE: Evolutionary Pattern Preserving Network Embedding. - Junshan Wang; Yilun Jin; Guojie Song; Xiaojun Ma (ECAI, 2020)

Learning Node Representations from Noisy Graph Structures. - Junshan Wang; Ziyao Li; Qingqing Long; Weiyu Zhang; Guojie Song; Chuan Shi 001 (ICDM, 2020)

Domain Adaptive Classification on Heterogeneous Information Networks. - Shuwen Yang; Guojie Song; Yilun Jin; Lun Du (IJCAI, 2020)

Graph Structural-topic Neural Network. - Qingqing Long; Yilun Jin; Guojie Song; Yi Li 044; Wei Lin (KDD, 2020)

Active Domain Transfer on Network Embedding. - Lichen Jin; Yizhou Zhang; Guojie Song; Yilun Jin (WWW, 2020)

Inferring explicit and implicit social ties simultaneously in mobile social networks. - Guojie Song; Yuanhao Li; Junshan Wang; Lun Du (Sci. China Inf. Sci., 2020)

Real-time Transportation Prediction Correction using Reconstruction Error in Deep Learning. - Shuai Liu 018; Guojie Song; Wenhao Huang 001 (ACM Trans. Knowl. Discov. Data, 2020)

GraphMSE: Efficient Meta-path Selection in Semantically Aligned Feature Space for Graph Neural Networks. - Yi Li 044; Yilun Jin; Guojie Song; Zihao Zhu; Chuan Shi 001; Yiming Wang (AAAI, 2021)

Heterogeneous Graph Structure Learning for Graph Neural Networks. - Jianan Zhao 002; Xiao Wang 017; Chuan Shi 001; Binbin Hu; Guojie Song; Yanfang Ye 001 (AAAI, 2021)

LEReg: Empower Graph Neural Networks with Local Energy Regularization. - Xiaojun Ma; Hanyue Chen; Guojie Song (CIKM, 2021)

Conformation-Guided Molecular Representation with Hamiltonian Neural Networks. - Ziyao Li; Shuwen Yang; Guojie Song; Lingsheng Cai (ICLR, 2021)

Spatial-Temporal Graph ODE Networks for Traffic Flow Forecasting. - Zheng Fang 007; Qingqing Long; Guojie Song; Kunqing Xie (KDD, 2021)

HGK-GNN: Heterogeneous Graph Kernel based Graph Neural Networks. - Qingqing Long; Lingjun Xu; Zheng Fang 007; Guojie Song (KDD, 2021)

Deep Molecular Representation Learning via Fusing Physical and Chemical Information. - Shuwen Yang; Ziyao Li; Guojie Song; Lingsheng Cai (NeurIPS, 2021)

DDAE-GAN: Seismic Data Denoising by Integrating Autoencoder and Generative Adversarial Network. - Fan Min 001; Lin-Rong Wang; Shulin Pan; Guo-Jie Song (IJCRS, 2021)

Sequence-aware Heterogeneous Graph Neural Collaborative Filtering. - Chen Li; Linmei Hu; Chuan Shi 001; Guojie Song; Yuanfu Lu (SDM, 2021)

Theoretically Improving Graph Neural Networks via Anonymous Walk Graph Kernels. - Qingqing Long; Yilun Jin; Yi Wu; Guojie Song (WWW, 2021)

Improving Graph Neural Networks with Structural Adaptive Receptive Fields. - Xiaojun Ma; Junshan Wang; Hanyue Chen; Guojie Song (WWW, 2021)

Lorentzian Graph Convolutional Networks. - Yiding Zhang; Xiao Wang 017; Chuan Shi 001; Nian Liu; Guojie Song (WWW, 2021)

HamNet: Conformation-Guided Molecular Representation with Hamiltonian Neural Networks. - Ziyao Li; Shuwen Yang; Guojie Song; Lingsheng Cai (CoRR, 2021)

Stepping Back to SMILES Transformers for Fast Molecular Representation Inference. - Wenhao Zhu; Ziyao Li; Lingsheng Cai; Guojie Song (CoRR, 2021)

Stochastic Workflow Authorizations With Queueing Constraints. - Haibing Lu; Xi Chen 014; Qi Liu; Michele Samorani; Guojie Song; Yanjiang Yang (IEEE Trans. Dependable Secur. Comput., 2021)

Network Embedding on Hierarchical Community Structure Network. - Guojie Song; Yun Wang 012; Lun Du; Yi Li 044; Junshan Wang (ACM Trans. Knowl. Discov. Data, 2021)

Taxonomy-Enhanced Graph Neural Networks. - Lingjun Xu; Shiyin Zhang; Guojie Song; Junshan Wang; Tianshu Wu; Guojun Liu (CIKM, 2022)

Invariant Factor Graph Neural Networks. - Zheng Fang 007; Ziyun Zhang; Guojie Song; Yingxue Zhang 001; Dong Li 016; Jianye Hao; Xi Wang (ICDM, 2022)

Streaming Graph Neural Networks with Generative Replay. - Junshan Wang; Wenhao Zhu; Guojie Song; Liang Wang 001 (KDD, 2022)

Versatile Multi-stage Graph Neural Network for Circuit Representation. - Shuwen Yang; Zhihao Yang; Dong Li 016; Yingxue Zhang 001; Zhanguang Zhang; Guojie Song; Jianye Hao (NeurIPS, 2022)

Multi-label Feature Extraction With Distance-Based Graph Attention Network. - Yue Peng; Kun Qian 011; Guojie Song; Fan Min 001 (IJCRS, 2022)

Polarized Graph Neural Networks. - Zheng Fang 007; Lingjun Xu; Guojie Song; Qingqing Long; Yingxue Zhang 001 (WWW, 2022)

Meta-Weight Graph Neural Network: Push the Limits Beyond Global Homophily. - Xiaojun Ma; Qin Chen; Yuanyi Ren; Guojie Song; Liang Wang 001 (WWW, 2022)

Equivalent Distance Geometry Error for Molecular Conformation Comparison. - Shuwen Yang; Tianyu Wen; Ziyao Li; Guojie Song (CoRR, 2022)

Multi-label active learning through serial-parallel neural networks. - Xue-Yang Min; Kun Qian 011; Ben-Wen Zhang; Guojie Song; Fan Min 001 (Knowl. Based Syst., 2022)

A Surface-Wave Inversion Method Based on FHLV Loss Function in LSTM. - Yinghe Wu; Shulin Pan; Jingyi Chen; Guojie Song; Qiyong Gou (IEEE Geosci. Remote. Sens. Lett., 2022)

Guest Editorial: Special Issue on Network Structural Modeling and Learning in Big Data. - Di Jin 001; Wenjun Wang 002; Guojie Song; Philip S. Yu; Jiawei Han 001 (IEEE Trans. Big Data, 2022)

Deep Convolutional Neural Network Based Medical Concept Normalization. - Guojie Song; Qingqing Long; Yi Luo; Yiming Wang; Yilun Jin (IEEE Trans. Big Data, 2022)

Guest Editorial: Special Issue on Social Media Computing. - Guojie Song; Chuan Shi 001; Yizhou Sun; Zhiyuan Liu 001 (IEEE Trans. Big Data, 2022)

Domain Adaptive Network Embedding. - Guojie Song; Yizhou Zhang; Lingjun Xu; Haibing Lu (IEEE Trans. Big Data, 2022)

Large Scale Network Embedding: A Separable Approach. - Guojie Song; Liang Zhang; Ziyao Li; Yi Li 044 (IEEE Trans. Knowl. Data Eng., 2022)

Dual-Process Graph Neural Network for Diversified Recommendation. - Yuanyi Ren; Hang Ni; Yingxue Zhang 001; Xi Wang; Guojie Song; Dong Li 016; Jianye Hao (CIKM, 2023)

A CNN Based Physical Constraint Modifier Model for Reflectivity Inversion. - Yun-Peng Shi; Chang-Zhong Wang; Shulin Pan; Guojie Song; Fan Min 001 (ICMLC, 2023)

KDLGT: A Linear Graph Transformer Framework via Kernel Decomposition Approach. - Yi Wu; Yanyang Xu; Wenhao Zhu; Guojie Song; Zhouchen Lin; Liang Wang 001; Shaoguo Liu (IJCAI, 2023)

Hierarchical Transformer for Scalable Graph Learning. - Wenhao Zhu; Tianyu Wen; Guojie Song; Xiaojun Ma; Liang Wang 001 (IJCAI, 2023)

On Structural Expressive Power of Graph Transformers. - Wenhao Zhu; Tianyu Wen; Guojie Song; Liang Wang 001; Bo Zheng 007 (KDD, 2023)

Continual Learning on Dynamic Graphs via Parameter Isolation. - Peiyan Zhang; Yuchen Yan; Chaozhuo Li; Senzhang Wang; Xing Xie 001; Guojie Song; Sunghun Kim 001 (SIGIR, 2023)

Dual Intent Enhanced Graph Neural Network for Session-based New Item Recommendation. - Di Jin 001; Luzhi Wang; Yizhen Zheng; Guojie Song; Fei Jiang 009; Xiang Li 067; Wei Lin 022; Shirui Pan (WWW, 2023)

Rethinking Structural Encodings: Adaptive Graph Transformer for Node Classification Task. - Xiaojun Ma; Qin Chen; Yi Wu; Guojie Song; Liang Wang 001; Bo Zheng 007 (WWW, 2023)

Dual Intent Enhanced Graph Neural Network for Session-based New Item Recommendation. - Di Jin 001; Luzhi Wang; Yizhen Zheng; Guojie Song; Fei Jiang 009; Xiang Li 067; Wei Lin 016; Shirui Pan (CoRR, 2023)

Fast convex set projection with deep prior for seismic interpolation. - Fan Min 001; Linrong Wang; Shulin Pan; Guojie Song (Expert Syst. Appl., 2023)

LSTC: When label-specific features meet third-order label correlations. - Xing-Yi Zhang; Fan Min 001; Guojie Song; Hong Yu 007 (Inf. Sci., 2023)

CAUC: Combining Channel Attention U-Net and Convolution for Seismic Data Resolution Improvement. - Fan Min 001; Jinyu Tang; Shulin Pan; Guojie Song (IEEE Geosci. Remote. Sens. Lett., 2023)

D2UNet: Dual Decoder U-Net for Seismic Image Super-Resolution Reconstruction. - Fan Min 001; Linrong Wang; Shulin Pan; Guojie Song (IEEE Trans. Geosci. Remote. Sens., 2023)

An Unsupervised Inversion Method for Seismic Brittleness Parameters Driven by the Physical Equation. - Yinghe Wu; Shulin Pan; Yaojie Chen; Jingyi Chen; Shengbo Yi; Dongjun Zhang; Guojie Song (IEEE Trans. Geosci. Remote. Sens., 2023)

An Automatic Screening Method for the Passive Surface-Wave Imaging Based on the F-K Domain Energy Characteristics. - Yinghe Wu; Shulin Pan; Shengbo Yi; Jingyi Chen; Qinghui Cui; Guojie Song (IEEE Trans. Geosci. Remote. Sens., 2023)

Behavior imitation of individual board game players. - Chao-Fan Pan; Xue-Yang Min; Heng-Ru Zhang; Guojie Song; Fan Min 001 (Appl. Intell., 2023)

Self-dependence multi-label learning with double k for missing labels. - Kun Qian 011; Xue-Yang Min; Yusheng Cheng; Guojie Song; Fan Min 001 (Artif. Intell. Rev., 2023)

Seismic image super-resolution reconstruction through deep feature mining network. - Dou Zeng; Qiong Xu; Shulin Pan; Guojie Song; Fan Min 001 (Appl. Intell., 2023)

Learning discrete adaptive receptive fields for graph convolutional networks. - Xiaojun Ma; Ziyao Li; Guojie Song; Chuan Shi 001 (Sci. China Inf. Sci., 2023)

ValueBench: Towards Comprehensively Evaluating Value Orientations and Understanding of Large Language Models. - Yuanyi Ren; Haoran Ye; Hanjun Fang; Xin Zhang; Guojie Song (ACL (1), 2024)

Laner-GNN: Adapting to Long-Tail Degree Distribution with Latent Neighborhood Restorers. - Lingjun Xu; Haowen Li; Guojie Song; Liang Wang 001; Bo Zheng 007 (ECAI, 2024)

AnchorGT: Efficient and Flexible Attention Architecture for Scalable Graph Transformers. - Wenhao Zhu; Guojie Song; Liang Wang 001; Shaoguo Liu (IJCAI, 2024)

RoutePlacer: An End-to-End Routability-Aware Placer with Graph Neural Network. - Yunbo Hou; Haoran Ye; Yingxue Zhang 001; Siyuan Xu; Guojie Song (KDD, 2024)

ReEvo: Large Language Models as Hyper-Heuristics with Reflective Evolution. - Haoran Ye; Jiarui Wang 002; Zhiguang Cao; Federico Berto; Chuanbo Hua; Haeyeon Kim; Jinkyoo Park; Guojie Song (NeurIPS, 2024)

ReEvo: Large Language Models as Hyper-Heuristics with Reflective Evolution. - Haoran Ye; Jiarui Wang 002; Zhiguang Cao; Guojie Song (CoRR, 2024)

SeismicTransformer: An attention-based deep learning method for the simulation of seismic wavefields. - Yanjin Xiang; Zhiliang Wang; Ziang Song; Rong Huang; Guojie Song; Fan Min 001 (Comput. Geosci., 2024)

ABA-FWI: Augmented Boundary Attention for Full Waveform Inversion. - Qiong Xu; Fan Min 001; Shulin Pan; Xing-Yi Zhang; Guojie Song; Ke Wang 049; Xindong Wu 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

DD-Net: Dual Decoder Network With Curriculum Learning for Full Waveform Inversion. - Xing-Yi Zhang; Fan Min 001; Shulin Pan; Qiong Xu; Xue-Yang Min; Guojie Song; Ke Wang 049 (IEEE Trans. Geosci. Remote. Sens., 2024)

Measuring Human and AI Values Based on Generative Psychometrics with Large Language Models. - Haoran Ye; Yuhang Xie; Yuanyi Ren; Hanjun Fang; Xin Zhang; Guojie Song (AAAI, 2025)

Generative Psycho-Lexical Approach for Constructing Value Systems in Large Language Models. - Haoran Ye; Tianze Zhang; Yuhang Xie; Liyuan Zhang; Yuanyi Ren; Xin Zhang; Guojie Song (ACL (1), 2025)

TransPlace: Transferable Circuit Global Placement via Graph Neural Network. - Yunbo Hou; Haoran Ye; Shuwen Yang; Yingxue Zhang 001; Siyuan Xu; Guojie Song (KDD (1), 2025)

DAGPrompT: Pushing the Limits of Graph Prompting with a Distribution-aware Graph Prompt Tuning Approach. - Qin Chen; Liang Wang 001; Bo Zheng 007; Guojie Song (WWW, 2025)

TransPlace: Transferable Circuit Global Placement via Graph Neural Network. - Yunbo Hou; Haoran Ye; Yingxue Zhang 001; Siyuan Xu; Guojie Song (CoRR, 2025)

Dual Enhanced Meta-Learning With Adaptive Task Scheduler for Cold-Start Recommendation. - Dongxiao He; Jiaqi Cui; Xiaobao Wang; Guojie Song; Yuxiao Huang; Lingfei Wu 001 (IEEE Trans. Knowl. Data Eng., 2025)

Large Language Model Psychometrics: A Systematic Review of Evaluation, Validation, and Enhancement. - Haoran Ye; Jing Jin; Yuhang Xie; Xin Zhang; Guojie Song (CoRR, 2025)

EAVIT: Efficient and Accurate Human Value Identification from Text data via LLMs. - Wenhao Zhu; Yuhang Xie; Guojie Song; Xin Zhang (CoRR, 2025)

AuroRA: Breaking Low-Rank Bottleneck of LoRA with Nonlinear Mapping. - Haonan Dong; Wenhao Zhu; Guojie Song; Liang Wang 001 (CoRR, 2025)

Adaptive Heterogeneous Graph Neural Networks: Bridging Heterophily and Heterogeneity. - Qin Chen; Guojie Song (CoRR, 2025)