Guojie Song

ORCID

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 125

Top Venues

Publications

Yunbo Hou, Haoran Ye, Yingxue Zhang, Siyuan Xu, Guojie Song
RoutePlacer: An End-to-End Routability-Aware Placer with Graph Neural Network. CoRR (2024)
Yuanyi Ren, Haoran Ye, Hanjun Fang, Xin Zhang, Guojie Song
ValueBench: Towards Comprehensively Evaluating Value Orientations and Understanding of Large Language Models. ACL (1) (2024)
Yanjin Xiang, Zhiliang Wang, Ziang Song, Rong Huang, Guojie Song, Fan Min
SeismicTransformer: An attention-based deep learning method for the simulation of seismic wavefields. Comput. Geosci. 190 (2024)
Xing-Yi Zhang, Fan Min, Shulin Pan, Qiong Xu, Xue-Yang Min, Guojie Song, Ke Wang
DD-Net: Dual Decoder Network With Curriculum Learning for Full Waveform Inversion. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Yuanyi Ren, Haoran Ye, Hanjun Fang, Xin Zhang, Guojie Song
ValueBench: Towards Comprehensively Evaluating Value Orientations and Understanding of Large Language Models. CoRR (2024)
Haoran Ye, Jiarui Wang, Zhiguang Cao, Guojie Song
ReEvo: Large Language Models as Hyper-Heuristics with Reflective Evolution. CoRR (2024)
Yunbo Hou, Haoran Ye, Yingxue Zhang, Siyuan Xu, Guojie Song
RoutePlacer: An End-to-End Routability-Aware Placer with Graph Neural Network. KDD (2024)
Wenhao Zhu, Guojie Song, Liang Wang, Shaoguo Liu
AnchorGT: Efficient and Flexible Attention Architecture for Scalable Graph Transformers. CoRR (2024)
Yinghe Wu, Shulin Pan, Shengbo Yi, Jingyi Chen, Qinghui Cui, Guojie Song
An Automatic Screening Method for the Passive Surface-Wave Imaging Based on the F-K Domain Energy Characteristics. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Wenhao Zhu, Tianyu Wen, Guojie Song, Xiaojun Ma, Liang Wang
Hierarchical Transformer for Scalable Graph Learning. CoRR (2023)
Kun Qian, Xue-Yang Min, Yusheng Cheng, Guojie Song, Fan Min
Self-dependence multi-label learning with double k for missing labels. Artif. Intell. Rev. 56 (6) (2023)
Yi Wu, Yanyang Xu, Wenhao Zhu, Guojie Song, Zhouchen Lin, Liang Wang, Shaoguo Liu
KDLGT: A Linear Graph Transformer Framework via Kernel Decomposition Approach. IJCAI (2023)
Xiaojun Ma, Ziyao Li, Guojie Song, Chuan Shi
Learning discrete adaptive receptive fields for graph convolutional networks. Sci. China Inf. Sci. 66 (12) (2023)
Xing-Yi Zhang, Fan Min, Guojie Song, Hong Yu
LSTC: When label-specific features meet third-order label correlations. Inf. Sci. 632 (2023)
Wenhao Zhu, Tianyu Wen, Guojie Song, Liang Wang, Bo Zheng
On Structural Expressive Power of Graph Transformers. CoRR (2023)
Di Jin, Luzhi Wang, Yizhen Zheng, Guojie Song, Fei Jiang, Xiang Li, Wei Lin, Shirui Pan
Dual Intent Enhanced Graph Neural Network for Session-based New Item Recommendation. WWW (2023)
Wenhao Zhu, Tianyu Wen, Guojie Song, Xiaojun Ma, Liang Wang
Hierarchical Transformer for Scalable Graph Learning. IJCAI (2023)
Peiyan Zhang, Yuchen Yan, Chaozhuo Li, Senzhang Wang, Xing Xie, Guojie Song, Sunghun Kim
Continual Learning on Dynamic Graphs via Parameter Isolation. CoRR (2023)
Wenhao Zhu, Tianyu Wen, Guojie Song, Liang Wang, Bo Zheng
On Structural Expressive Power of Graph Transformers. KDD (2023)
Peiyan Zhang, Yuchen Yan, Chaozhuo Li, Senzhang Wang, Xing Xie, Guojie Song, Sunghun Kim
Continual Learning on Dynamic Graphs via Parameter Isolation. SIGIR (2023)
Fan Min, Linrong Wang, Shulin Pan, Guojie Song
UNet: Dual Decoder U-Net for Seismic Image Super-Resolution Reconstruction. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Fan Min, Linrong Wang, Shulin Pan, Guojie Song
Fast convex set projection with deep prior for seismic interpolation. Expert Syst. Appl. 213 (Part) (2023)
Xiaojun Ma, Qin Chen, Yi Wu, Guojie Song, Liang Wang, Bo Zheng
Rethinking Structural Encodings: Adaptive Graph Transformer for Node Classification Task. WWW (2023)
Yuanyi Ren, Hang Ni, Yingxue Zhang, Xi Wang, Guojie Song, Dong Li, Jianye Hao
Dual-Process Graph Neural Network for Diversified Recommendation. CIKM (2023)
Chao-Fan Pan, Xue-Yang Min, Heng-Ru Zhang, Guojie Song, Fan Min
Behavior imitation of individual board game players. Appl. Intell. 53 (10) (2023)
Fan Min, Jinyu Tang, Shulin Pan, Guojie Song
CAUC: Combining Channel Attention U-Net and Convolution for Seismic Data Resolution Improvement. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Yinghe Wu, Shulin Pan, Yaojie Chen, Jingyi Chen, Shengbo Yi, Dongjun Zhang, Guojie Song
An Unsupervised Inversion Method for Seismic Brittleness Parameters Driven by the Physical Equation. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Yun-Peng Shi, Chang-Zhong Wang, Shulin Pan, Guojie Song, Fan Min
A CNN Based Physical Constraint Modifier Model for Reflectivity Inversion. ICMLC (2023)
Dou Zeng, Qiong Xu, Shulin Pan, Guojie Song, Fan Min
Seismic image super-resolution reconstruction through deep feature mining network. Appl. Intell. 53 (19) (2023)
Di Jin, Luzhi Wang, Yizhen Zheng, Guojie Song, Fei Jiang, Xiang Li, Wei Lin, Shirui Pan
Dual Intent Enhanced Graph Neural Network for Session-based New Item Recommendation. CoRR (2023)
Lingjun Xu, Shiyin Zhang, Guojie Song, Junshan Wang, Tianshu Wu, Guojun Liu
Taxonomy-Enhanced Graph Neural Networks. CIKM (2022)
Yinghe Wu, Shulin Pan, Jingyi Chen, Guojie Song, Qiyong Gou
A Surface-Wave Inversion Method Based on FHLV Loss Function in LSTM. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Guojie Song, Liang Zhang, Ziyao Li, Yi Li
Large Scale Network Embedding: A Separable Approach. IEEE Trans. Knowl. Data Eng. 34 (4) (2022)
Xiaojun Ma, Qin Chen, Yuanyi Ren, Guojie Song, Liang Wang
Meta-Weight Graph Neural Network: Push the Limits Beyond Global Homophily. CoRR (2022)
Shuwen Yang, Zhihao Yang, Dong Li, Yingxue Zhang, Zhanguang Zhang, Guojie Song, Jianye Hao
Versatile Multi-stage Graph Neural Network for Circuit Representation. NeurIPS (2022)
Junshan Wang, Wenhao Zhu, Guojie Song, Liang Wang
Streaming Graph Neural Networks with Generative Replay. KDD (2022)
Xue-Yang Min, Kun Qian, Ben-Wen Zhang, Guojie Song, Fan Min
Multi-label active learning through serial-parallel neural networks. Knowl. Based Syst. 251 (2022)
Xiaojun Ma, Hanyue Chen, Guojie Song
LEReg: Empower Graph Neural Networks with Local Energy Regularization. CoRR (2022)
Guojie Song, Qingqing Long, Yi Luo, Yiming Wang, Yilun Jin
Deep Convolutional Neural Network Based Medical Concept Normalization. IEEE Trans. Big Data 8 (5) (2022)
Di Jin, Wenjun Wang, Guojie Song, Philip S. Yu, Jiawei Han
Guest Editorial: Special Issue on Network Structural Modeling and Learning in Big Data. IEEE Trans. Big Data 8 (4) (2022)
Shuwen Yang, Tianyu Wen, Ziyao Li, Guojie Song
Equivalent Distance Geometry Error for Molecular Conformation Comparison. CoRR (2022)
Guojie Song, Yizhou Zhang, Lingjun Xu, Haibing Lu
Domain Adaptive Network Embedding. IEEE Trans. Big Data 8 (5) (2022)
Zheng Fang, Lingjun Xu, Guojie Song, Qingqing Long, Yingxue Zhang
Polarized Graph Neural Networks. WWW (2022)
Xiaojun Ma, Qin Chen, Yuanyi Ren, Guojie Song, Liang Wang
Meta-Weight Graph Neural Network: Push the Limits Beyond Global Homophily. WWW (2022)
Guojie Song, Chuan Shi, Yizhou Sun, Zhiyuan Liu
Guest Editorial: Special Issue on Social Media Computing. IEEE Trans. Big Data 8 (4) (2022)
Zheng Fang, Ziyun Zhang, Guojie Song, Yingxue Zhang, Dong Li, Jianye Hao, Xi Wang
Invariant Factor Graph Neural Networks. ICDM (2022)
Yue Peng, Kun Qian, Guojie Song, Fan Min
Multi-label Feature Extraction With Distance-Based Graph Attention Network. IJCRS (2022)
Wenhao Zhu, Ziyao Li, Lingsheng Cai, Guojie Song
Stepping Back to SMILES Transformers for Fast Molecular Representation Inference. CoRR (2021)
Zheng Fang, Qingqing Long, Guojie Song, Kunqing Xie
Spatial-Temporal Graph ODE Networks for Traffic Flow Forecasting. CoRR (2021)
Qingqing Long, Yilun Jin, Yi Wu, Guojie Song
Theoretically Improving Graph Neural Networks via Anonymous Walk Graph Kernels. CoRR (2021)
Yiding Zhang, Xiao Wang, Chuan Shi, Nian Liu, Guojie Song
Lorentzian Graph Convolutional Networks. CoRR (2021)
Jianan Zhao, Xiao Wang, Chuan Shi, Binbin Hu, Guojie Song, Yanfang Ye
Heterogeneous Graph Structure Learning for Graph Neural Networks. AAAI (2021)
Zheng Fang, Qingqing Long, Guojie Song, Kunqing Xie
Spatial-Temporal Graph ODE Networks for Traffic Flow Forecasting. KDD (2021)
Chen Li, Linmei Hu, Chuan Shi, Guojie Song, Yuanfu Lu
Sequence-aware Heterogeneous Graph Neural Collaborative Filtering. SDM (2021)
Haibing Lu, Xi Chen, Qi Liu, Michele Samorani, Guojie Song, Yanjiang Yang
Stochastic Workflow Authorizations With Queueing Constraints. IEEE Trans. Dependable Secur. Comput. 18 (4) (2021)
Xiaojun Ma, Hanyue Chen, Guojie Song
LEReg: Empower Graph Neural Networks with Local Energy Regularization. CIKM (2021)
Yi Li, Yilun Jin, Guojie Song, Zihao Zhu, Chuan Shi, Yiming Wang
GraphMSE: Efficient Meta-path Selection in Semantically Aligned Feature Space for Graph Neural Networks. AAAI (2021)
Guojie Song, Yun Wang, Lun Du, Yi Li, Junshan Wang
Network Embedding on Hierarchical Community Structure Network. ACM Trans. Knowl. Discov. Data 15 (4) (2021)
Ziyao Li, Shuwen Yang, Guojie Song, Lingsheng Cai
HamNet: Conformation-Guided Molecular Representation with Hamiltonian Neural Networks. CoRR (2021)
Qingqing Long, Lingjun Xu, Zheng Fang, Guojie Song
HGK-GNN: Heterogeneous Graph Kernel based Graph Neural Networks. KDD (2021)
Qingqing Long, Yilun Jin, Yi Wu, Guojie Song
Theoretically Improving Graph Neural Networks via Anonymous Walk Graph Kernels. WWW (2021)
Yiding Zhang, Xiao Wang, Chuan Shi, Nian Liu, Guojie Song
Lorentzian Graph Convolutional Networks. WWW (2021)
Xiaojun Ma, Junshan Wang, Hanyue Chen, Guojie Song
Improving Graph Neural Networks with Structural Adaptive Receptive Fields. WWW (2021)
Shuwen Yang, Ziyao Li, Guojie Song, Lingsheng Cai
Deep Molecular Representation Learning via Fusing Physical and Chemical Information. NeurIPS (2021)
Shuwen Yang, Ziyao Li, Guojie Song, Lingsheng Cai
Deep Molecular Representation Learning via Fusing Physical and Chemical Information. CoRR (2021)
Ziyao Li, Shuwen Yang, Guojie Song, Lingsheng Cai
Conformation-Guided Molecular Representation with Hamiltonian Neural Networks. ICLR (2021)
Junshan Wang, Yilun Jin, Guojie Song, Xiaojun Ma
EPNE: Evolutionary Pattern Preserving Network Embedding. CoRR (2020)
Qingqing Long, Yilun Jin, Guojie Song, Yi Li, Wei Lin
Graph Structural-topic Neural Network. CoRR (2020)
Shuwen Yang, Guojie Song, Yilun Jin, Lun Du
Domain Adaptive Classification on Heterogeneous Information Networks. IJCAI (2020)
Junshan Wang, Guojie Song, Yi Wu, Liang Wang
Streaming Graph Neural Networks via Continual Learning. CoRR (2020)
Guojie Song, Yuanhao Li, Junshan Wang, Lun Du
Inferring explicit and implicit social ties simultaneously in mobile social networks. Sci. China Inf. Sci. 63 (4) (2020)
Junshan Wang, Ziyao Li, Qingqing Long, Weiyu Zhang, Guojie Song, Chuan Shi
Learning Node Representations from Noisy Graph Structures. CoRR (2020)
Xiao Wang, Ruijia Wang, Chuan Shi, Guojie Song, Qingyong Li
Multi-Component Graph Convolutional Collaborative Filtering. AAAI (2020)
Junshan Wang, Ziyao Li, Qingqing Long, Weiyu Zhang, Guojie Song, Chuan Shi
Learning Node Representations from Noisy Graph Structures. ICDM (2020)
Yilun Jin, Guojie Song, Chuan Shi
GraLSP: Graph Neural Networks with Local Structural Patterns. AAAI (2020)
Qingqing Long, Yilun Jin, Guojie Song, Yi Li, Wei Lin
Graph Structural-topic Neural Network. KDD (2020)
Junshan Wang, Guojie Song, Yi Wu, Liang Wang
Streaming Graph Neural Networks via Continual Learning. CIKM (2020)
Junshan Wang, Yilun Jin, Guojie Song, Xiaojun Ma
EPNE: Evolutionary Pattern Preserving Network Embedding. ECAI (2020)
Xiaojun Ma, Ziyao Li, Siwei Wei, Guojie Song
Elaborating the Bayesian Priors in Unsupervised Graph Embedding via Graph Concepts. ADMA (2020)
Lichen Jin, Yizhou Zhang, Guojie Song, Yilun Jin
Active Domain Transfer on Network Embedding. WWW (2020)
Ziqiang Cheng, Yang Yang, Wei Wang, Wenjie Hu, Yueting Zhuang, Guojie Song
Time2Graph: Revisiting Time Series Modeling with Dynamic Shapelets. AAAI (2020)
Shuai Liu, Guojie Song, Wenhao Huang
Real-time Transportation Prediction Correction using Reconstruction Error in Deep Learning. ACM Trans. Knowl. Discov. Data 14 (2) (2020)
Jianxiong Cao, Guojie Song, Jie Wang, Qihong Shi, Sujing Sun
Blow-up and global solutions for a class of time fractional nonlinear reaction-diffusion equation with weakly spatial source. Appl. Math. Lett. 91 (2019)
Yilun Jin, Guojie Song, Chuan Shi
GraLSP: Graph Neural Networks with Local Structural Patterns. CoRR (2019)
Yizhou Zhang, Guojie Song, Lun Du, Shuwen Yang, Yilun Jin
DANE: Domain Adaptive Network Embedding. IJCAI (2019)
Ziyao Li, Liang Zhang, Guojie Song
GCN-LASE: Towards Adequately Incorporating Link Attributes in Graph Convolutional Networks. CoRR (2019)
Junshan Wang, Zhicong Lu, Guojie Song, Yue Fan, Lun Du, Wei Lin
Tag2Vec: Learning Tag Representations in Tag Networks. WWW (2019)
Xiao Wang, Ruijia Wang, Chuan Shi, Guojie Song, Qingyong Li
Multi-Component Graph Convolutional Collaborative Filtering. CoRR (2019)
Ziyao Li, Liang Zhang, Guojie Song
SepNE: Bringing Separability to Network Embedding. AAAI (2019)
Yun Wang, Lun Du, Guojie Song, Xiaojun Ma, Lichen Jin, Wei Lin, Fei Sun
Tag2Gauss: Learning Tag Representations via Gaussian Distribution in Tagged Networks. IJCAI (2019)
Yizhou Zhang, Guojie Song, Lun Du, Shuwen Yang, Yilun Jin
DANE: Domain Adaptive Network Embedding. CoRR (2019)
Sizhen Du, Guojie Song, Haikun Hong
Collective causal inference with lag estimation. Neurocomputing 323 (2019)
Yun Wang, Guojie Song, Lun Du, Zhicong Lu
Real-Time Estimation of the Urban Air Quality with Mobile Sensor System. ACM Trans. Knowl. Discov. Data 13 (5) (2019)
Ziyao Li, Liang Zhang, Guojie Song
GCN-LASE: Towards Adequately Incorporating Link Attributes in Graph Convolutional Networks. IJCAI (2019)
Qingqing Long, Yiming Wang, Lun Du, Guojie Song, Yilun Jin, Wei Lin
Hierarchical Community Structure Preserving Network Embedding: A Subspace Approach. CIKM (2019)
Ziqiang Cheng, Yang Yang, Wei Wang, Wenjie Hu, Yueting Zhuang, Guojie Song
Time2Graph: Revisiting Time Series Modeling with Dynamic Shapelets. CoRR (2019)
Guojie Song, Dan He, Puchun Chen, Jidong Tian, Bin Zhou, Li Luo
Fusion of Global and Local Gaussian-Hermite Moments for Face Recognition. IGTA (2019)
Junshan Wang, Zhicong Lu, Guojie Song, Yue Fan, Lun Du, Wei Lin
Tag2Vec: Learning Tag Representations in Tag Networks. CoRR (2019)
Zhongang Qi, Tianchun Wang, Guojie Song, Weisong Hu, Xi Li, Zhongfei Zhang
Deep Air Learning: Interpolation, Prediction, and Feature Analysis of Fine-Grained Air Quality. IEEE Trans. Knowl. Data Eng. 30 (12) (2018)
Yi Luo, Guojie Song, Pengyu Li, Zhongang Qi
Multi-Task Medical Concept Normalization Using Multi-View Convolutional Neural Network. AAAI (2018)

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Publication Activity (10 Years)

Top Topics

Top Venues

Guojie Song