Guojie Song - RankMe

197 papers A* 47A 14B 9C 6Misc 1Journal 85Unranked 35

Year	Rank	Type	Title / Venue / Authors
2026	A	`conf`	Addressing Aggregation-Induced Information Loss in Graph Neural Networks. WSDM Wenhao Zhu, Haonan Dong, Guojie Song, Zhengzhou Zhu
2026	J	`jnl`	Meta Context Engineering via Agentic Skill Evolution. CoRR Haoran Ye, Xuning He, Vincent Arak, Haonan Dong, Guojie Song
2025	A	`conf`	Adaptive Heterogeneous Graph Neural Networks: Bridging Heterophily and Heterogeneity. CIKM Qin Chen, Guojie Song
2025	J	`jnl`	Adaptive Heterogeneous Graph Neural Networks: Bridging Heterophily and Heterogeneity. CoRR Qin Chen, Guojie Song
2025	B	`conf`	Attribute-Enhanced Fine Tuning for Subject-Driven Generation. IEEE Big Data Shiyin Zhang, Wenhao Chen, Guojie Song, Gang Shen, Wenjun Ma, Rundong Cao
2025	J	`jnl`	AuroRA: Breaking Low-Rank Bottleneck of LoRA with Nonlinear Mapping. CoRR Haonan Dong, Wenhao Zhu, Guojie Song, Liang Wang
2025	J	`jnl`	CausalRec: A CausalBoost Attention Model for Sequential Recommendation. CoRR Yunbo Hou, Tianle Yang, Ruijie Li, Li He, Liang Wang, Weiping Li, Bo Zheng, Guojie Song
2025	A*	`conf`	DAGPrompT: Pushing the Limits of Graph Prompting with a Distribution-aware Graph Prompt Tuning Approach. WWW Qin Chen, Liang Wang, Bo Zheng, Guojie Song
2025	J	`jnl`	DAGPrompT: Pushing the Limits of Graph Prompting with a Distribution-aware Graph Prompt Tuning Approach. CoRR Qin Chen, Liang Wang, Bo Zheng, Guojie Song
2025	J	`jnl`	Dual Enhanced Meta-Learning With Adaptive Task Scheduler for Cold-Start Recommendation. IEEE Trans. Knowl. Data Eng. Dongxiao He, Jiaqi Cui, Xiaobao Wang, Guojie Song, Yuxiao Huang, Lingfei Wu
2025	A*	`conf`	EAVIT: Efficient and Accurate Human Value Identification From Text Data via LLMs. IJCAI Wenhao Zhu, Yuhang Xie, Guojie Song, Xin Zhang
2025	J	`jnl`	EAVIT: Efficient and Accurate Human Value Identification from Text data via LLMs. CoRR Wenhao Zhu, Yuhang Xie, Guojie Song, Xin Zhang
2025	—	`conf`	Generative Psycho-Lexical Approach for Constructing Value Systems in Large Language Models. ACL (1) Haoran Ye, Tianze Zhang, Yuhang Xie, Liyuan Zhang, Yuanyi Ren, Xin Zhang, Guojie Song
2025	J	`jnl`	Generative Psycho-Lexical Approach for Constructing Value Systems in Large Language Models. CoRR Haoran Ye, Tianze Zhang, Yuhang Xie, Liyuan Zhang, Yuanyi Ren, Xin Zhang, Guojie Song
2025	J	`jnl`	Large Language Model Psychometrics: A Systematic Review of Evaluation, Validation, and Enhancement. CoRR Haoran Ye, Jing Jin, Yuhang Xie, Xin Zhang, Guojie Song
2025	A*	`conf`	Measuring Human and AI Values Based on Generative Psychometrics with Large Language Models. AAAI Haoran Ye, Yuhang Xie, Yuanyi Ren, Hanjun Fang, Xin Zhang, Guojie Song
2025	J	`jnl`	Meta-R1: Empowering Large Reasoning Models with Metacognition. CoRR Haonan Dong, Haoran Ye, Wenhao Zhu, Kehan Jiang, Guojie Song
2025	—	`conf`	RL4CO: An Extensive Reinforcement Learning for Combinatorial Optimization Benchmark. KDD (2) Federico Berto, Chuanbo Hua, Junyoung Park, Laurin Luttmann, Yining Ma, Fanchen Bu, Jiarui Wang, Haoran Ye, Minsu Kim, Sanghyeok Choi, Nayeli Gast Zepeda, André Hottung, Jianan Zhou, Jieyi Bi, Yu Hu, Fei Liu, Hyeonah Kim, Jiwoo Son, Haeyeon Kim, Davide Angioni, Wouter Kool, Zhiguang Cao, Qingfu Zhang, Joungho Kim, Jie Zhang, Kijung Shin, Cathy Wu, Sungsoo Ahn, Guojie Song, Changhyun Kwon, Kevin Tierney, Lin Xie, Jinkyoo Park
2025	—	`conf`	TransPlace: Transferable Circuit Global Placement via Graph Neural Network. KDD (1) Yunbo Hou, Haoran Ye, Shuwen Yang, Yingxue Zhang, Siyuan Xu, Guojie Song
2025	J	`jnl`	TransPlace: Transferable Circuit Global Placement via Graph Neural Network. CoRR Yunbo Hou, Haoran Ye, Yingxue Zhang, Siyuan Xu, Guojie Song
2025	B	`conf`	Transformer for Heterogeneous Graphs. IEEE Big Data Shiyin Zhang, Zheng Fang, Guojie Song
2024	J	`jnl`	ABA-FWI: Augmented Boundary Attention for Full Waveform Inversion. IEEE Trans. Geosci. Remote. Sens. Qiong Xu, Fan Min, Shulin Pan, Xing-Yi Zhang, Guojie Song, Ke Wang, Xindong Wu
2024	A*	`conf`	AnchorGT: Efficient and Flexible Attention Architecture for Scalable Graph Transformers. IJCAI Wenhao Zhu, Guojie Song, Liang Wang, Shaoguo Liu
2024	J	`jnl`	AnchorGT: Efficient and Flexible Attention Architecture for Scalable Graph Transformers. CoRR Wenhao Zhu, Guojie Song, Liang Wang, Shaoguo Liu
2024	J	`jnl`	DD-Net: Dual Decoder Network With Curriculum Learning for Full Waveform Inversion. IEEE Trans. Geosci. Remote. Sens. Xing-Yi Zhang, Fan Min, Shulin Pan, Qiong Xu, Xue-Yang Min, Guojie Song, Ke Wang
2024	A	`conf`	Laner-GNN: Adapting to Long-Tail Degree Distribution with Latent Neighborhood Restorers. ECAI Lingjun Xu, Haowen Li, Guojie Song, Liang Wang, Bo Zheng
2024	J	`jnl`	Measuring Human and AI Values based on Generative Psychometrics with Large Language Models. CoRR Haoran Ye, Yuhang Xie, Yuanyi Ren, Hanjun Fang, Xin Zhang, Guojie Song
2024	A*	`conf`	ReEvo: Large Language Models as Hyper-Heuristics with Reflective Evolution. NeurIPS Haoran Ye, Jiarui Wang, Zhiguang Cao, Federico Berto, Chuanbo Hua, Haeyeon Kim, Jinkyoo Park, Guojie Song
2024	J	`jnl`	ReEvo: Large Language Models as Hyper-Heuristics with Reflective Evolution. CoRR Haoran Ye, Jiarui Wang, Zhiguang Cao, Guojie Song
2024	A*	`conf`	RoutePlacer: An End-to-End Routability-Aware Placer with Graph Neural Network. KDD Yunbo Hou, Haoran Ye, Yingxue Zhang, Siyuan Xu, Guojie Song
2024	J	`jnl`	RoutePlacer: An End-to-End Routability-Aware Placer with Graph Neural Network. CoRR Yunbo Hou, Haoran Ye, Yingxue Zhang, Siyuan Xu, Guojie Song
2024	J	`jnl`	SeismicTransformer: An attention-based deep learning method for the simulation of seismic wavefields. Comput. Geosci. Yanjin Xiang, Zhiliang Wang, Ziang Song, Rong Huang, Guojie Song, Fan Min
2024	—	`conf`	ValueBench: Towards Comprehensively Evaluating Value Orientations and Understanding of Large Language Models. ACL (1) Yuanyi Ren, Haoran Ye, Hanjun Fang, Xin Zhang, Guojie Song
2024	J	`jnl`	ValueBench: Towards Comprehensively Evaluating Value Orientations and Understanding of Large Language Models. CoRR Yuanyi Ren, Haoran Ye, Hanjun Fang, Xin Zhang, Guojie Song
2023	Misc	`conf`	A CNN Based Physical Constraint Modifier Model for Reflectivity Inversion. ICMLC Yun-Peng Shi, Chang-Zhong Wang, Shulin Pan, Guojie Song, Fan Min
2023	J	`jnl`	An Automatic Screening Method for the Passive Surface-Wave Imaging Based on the F-K Domain Energy Characteristics. IEEE Trans. Geosci. Remote. Sens. Yinghe Wu, Shulin Pan, Shengbo Yi, Jingyi Chen, Qinghui Cui, Guojie Song
2023	J	`jnl`	An Unsupervised Inversion Method for Seismic Brittleness Parameters Driven by the Physical Equation. IEEE Trans. Geosci. Remote. Sens. Yinghe Wu, Shulin Pan, Yaojie Chen, Jingyi Chen, Shengbo Yi, Dongjun Zhang, Guojie Song
2023	J	`jnl`	Behavior imitation of individual board game players. Appl. Intell. Chao-Fan Pan, Xue-Yang Min, Heng-Ru Zhang, Guojie Song, Fan Min
2023	J	`jnl`	CAUC: Combining Channel Attention U-Net and Convolution for Seismic Data Resolution Improvement. IEEE Geosci. Remote. Sens. Lett. Fan Min, Jinyu Tang, Shulin Pan, Guojie Song
2023	A*	`conf`	Continual Learning on Dynamic Graphs via Parameter Isolation. SIGIR Peiyan Zhang, Yuchen Yan, Chaozhuo Li, Senzhang Wang, Xing Xie, Guojie Song, Sunghun Kim
2023	J	`jnl`	Continual Learning on Dynamic Graphs via Parameter Isolation. CoRR Peiyan Zhang, Yuchen Yan, Chaozhuo Li, Senzhang Wang, Xing Xie, Guojie Song, Sunghun Kim
2023	J	`jnl`	D IEEE Trans. Geosci. Remote. Sens. Fan Min, Linrong Wang, Shulin Pan, Guojie Song
2023	A*	`conf`	Dual Intent Enhanced Graph Neural Network for Session-based New Item Recommendation. WWW Di Jin, Luzhi Wang, Yizhen Zheng, Guojie Song, Fei Jiang, Xiang Li, Wei Lin, Shirui Pan
2023	J	`jnl`	Dual Intent Enhanced Graph Neural Network for Session-based New Item Recommendation. CoRR Di Jin, Luzhi Wang, Yizhen Zheng, Guojie Song, Fei Jiang, Xiang Li, Wei Lin, Shirui Pan
2023	A	`conf`	Dual-Process Graph Neural Network for Diversified Recommendation. CIKM Yuanyi Ren, Hang Ni, Yingxue Zhang, Xi Wang, Guojie Song, Dong Li, Jianye Hao
2023	J	`jnl`	Fast convex set projection with deep prior for seismic interpolation. Expert Syst. Appl. Fan Min, Linrong Wang, Shulin Pan, Guojie Song
2023	A*	`conf`	Hierarchical Transformer for Scalable Graph Learning. IJCAI Wenhao Zhu, Tianyu Wen, Guojie Song, Xiaojun Ma, Liang Wang
2023	J	`jnl`	Hierarchical Transformer for Scalable Graph Learning. CoRR Wenhao Zhu, Tianyu Wen, Guojie Song, Xiaojun Ma, Liang Wang
2023	A*	`conf`	KDLGT: A Linear Graph Transformer Framework via Kernel Decomposition Approach. IJCAI Yi Wu, Yanyang Xu, Wenhao Zhu, Guojie Song, Zhouchen Lin, Liang Wang, Shaoguo Liu
2023	J	`jnl`	LSTC: When label-specific features meet third-order label correlations. Inf. Sci. Xing-Yi Zhang, Fan Min, Guojie Song, Hong Yu
2023	J	`jnl`	Learning discrete adaptive receptive fields for graph convolutional networks. Sci. China Inf. Sci. Xiaojun Ma, Ziyao Li, Guojie Song, Chuan Shi
2023	A*	`conf`	On Structural Expressive Power of Graph Transformers. KDD Wenhao Zhu, Tianyu Wen, Guojie Song, Liang Wang, Bo Zheng
2023	J	`jnl`	On Structural Expressive Power of Graph Transformers. CoRR Wenhao Zhu, Tianyu Wen, Guojie Song, Liang Wang, Bo Zheng
2023	A*	`conf`	Rethinking Structural Encodings: Adaptive Graph Transformer for Node Classification Task. WWW Xiaojun Ma, Qin Chen, Yi Wu, Guojie Song, Liang Wang, Bo Zheng
2023	J	`jnl`	Seismic image super-resolution reconstruction through deep feature mining network. Appl. Intell. Dou Zeng, Qiong Xu, Shulin Pan, Guojie Song, Fan Min
2023	J	`jnl`	Self-dependence multi-label learning with double k for missing labels. Artif. Intell. Rev. Kun Qian, Xue-Yang Min, Yusheng Cheng, Guojie Song, Fan Min
2022	J	`jnl`	A Surface-Wave Inversion Method Based on FHLV Loss Function in LSTM. IEEE Geosci. Remote. Sens. Lett. Yinghe Wu, Shulin Pan, Jingyi Chen, Guojie Song, Qiyong Gou
2022	J	`jnl`	Deep Convolutional Neural Network Based Medical Concept Normalization. IEEE Trans. Big Data Guojie Song, Qingqing Long, Yi Luo, Yiming Wang, Yilun Jin
2022	J	`jnl`	Domain Adaptive Network Embedding. IEEE Trans. Big Data Guojie Song, Yizhou Zhang, Lingjun Xu, Haibing Lu
2022	J	`jnl`	Equivalent Distance Geometry Error for Molecular Conformation Comparison. CoRR Shuwen Yang, Tianyu Wen, Ziyao Li, Guojie Song
2022	J	`jnl`	Guest Editorial: Special Issue on Network Structural Modeling and Learning in Big Data. IEEE Trans. Big Data Di Jin, Wenjun Wang, Guojie Song, Philip S. Yu, Jiawei Han
2022	J	`jnl`	Guest Editorial: Special Issue on Social Media Computing. IEEE Trans. Big Data Guojie Song, Chuan Shi, Yizhou Sun, Zhiyuan Liu
2022	A*	`conf`	Invariant Factor Graph Neural Networks. ICDM Zheng Fang, Ziyun Zhang, Guojie Song, Yingxue Zhang, Dong Li, Jianye Hao, Xi Wang
2022	J	`jnl`	LEReg: Empower Graph Neural Networks with Local Energy Regularization. CoRR Xiaojun Ma, Hanyue Chen, Guojie Song
2022	J	`jnl`	Large Scale Network Embedding: A Separable Approach. IEEE Trans. Knowl. Data Eng. Guojie Song, Liang Zhang, Ziyao Li, Yi Li
2022	A*	`conf`	Meta-Weight Graph Neural Network: Push the Limits Beyond Global Homophily. WWW Xiaojun Ma, Qin Chen, Yuanyi Ren, Guojie Song, Liang Wang
2022	J	`jnl`	Meta-Weight Graph Neural Network: Push the Limits Beyond Global Homophily. CoRR Xiaojun Ma, Qin Chen, Yuanyi Ren, Guojie Song, Liang Wang
2022	—	`conf`	Multi-label Feature Extraction With Distance-Based Graph Attention Network. IJCRS Yue Peng, Kun Qian, Guojie Song, Fan Min
2022	J	`jnl`	Multi-label active learning through serial-parallel neural networks. Knowl. Based Syst. Xue-Yang Min, Kun Qian, Ben-Wen Zhang, Guojie Song, Fan Min
2022	A*	`conf`	Polarized Graph Neural Networks. WWW Zheng Fang, Lingjun Xu, Guojie Song, Qingqing Long, Yingxue Zhang
2022	A*	`conf`	Streaming Graph Neural Networks with Generative Replay. KDD Junshan Wang, Wenhao Zhu, Guojie Song, Liang Wang
2022	A	`conf`	Taxonomy-Enhanced Graph Neural Networks. CIKM Lingjun Xu, Shiyin Zhang, Guojie Song, Junshan Wang, Tianshu Wu, Guojun Liu
2022	A*	`conf`	Versatile Multi-stage Graph Neural Network for Circuit Representation. NeurIPS Shuwen Yang, Zhihao Yang, Dong Li, Yingxue Zhang, Zhanguang Zhang, Guojie Song, Jianye Hao
2021	A*	`conf`	Conformation-Guided Molecular Representation with Hamiltonian Neural Networks. ICLR Ziyao Li, Shuwen Yang, Guojie Song, Lingsheng Cai
2021	A*	`conf`	Deep Molecular Representation Learning via Fusing Physical and Chemical Information. NeurIPS Shuwen Yang, Ziyao Li, Guojie Song, Lingsheng Cai
2021	J	`jnl`	Deep Molecular Representation Learning via Fusing Physical and Chemical Information. CoRR Shuwen Yang, Ziyao Li, Guojie Song, Lingsheng Cai
2021	A*	`conf`	GraphMSE: Efficient Meta-path Selection in Semantically Aligned Feature Space for Graph Neural Networks. AAAI Yi Li, Yilun Jin, Guojie Song, Zihao Zhu, Chuan Shi, Yiming Wang
2021	A*	`conf`	HGK-GNN: Heterogeneous Graph Kernel based Graph Neural Networks. KDD Qingqing Long, Lingjun Xu, Zheng Fang, Guojie Song
2021	J	`jnl`	HamNet: Conformation-Guided Molecular Representation with Hamiltonian Neural Networks. CoRR Ziyao Li, Shuwen Yang, Guojie Song, Lingsheng Cai
2021	A*	`conf`	Heterogeneous Graph Structure Learning for Graph Neural Networks. AAAI Jianan Zhao, Xiao Wang, Chuan Shi, Binbin Hu, Guojie Song, Yanfang Ye
2021	A*	`conf`	Improving Graph Neural Networks with Structural Adaptive Receptive Fields. WWW Xiaojun Ma, Junshan Wang, Hanyue Chen, Guojie Song
2021	A	`conf`	LEReg: Empower Graph Neural Networks with Local Energy Regularization. CIKM Xiaojun Ma, Hanyue Chen, Guojie Song
2021	A*	`conf`	Lorentzian Graph Convolutional Networks. WWW Yiding Zhang, Xiao Wang, Chuan Shi, Nian Liu, Guojie Song
2021	J	`jnl`	Lorentzian Graph Convolutional Networks. CoRR Yiding Zhang, Xiao Wang, Chuan Shi, Nian Liu, Guojie Song
2021	J	`jnl`	Network Embedding on Hierarchical Community Structure Network. ACM Trans. Knowl. Discov. Data Guojie Song, Yun Wang, Lun Du, Yi Li, Junshan Wang
2021	A	`conf`	Sequence-aware Heterogeneous Graph Neural Collaborative Filtering. SDM Chen Li, Linmei Hu, Chuan Shi, Guojie Song, Yuanfu Lu
2021	A*	`conf`	Spatial-Temporal Graph ODE Networks for Traffic Flow Forecasting. KDD Zheng Fang, Qingqing Long, Guojie Song, Kunqing Xie
2021	J	`jnl`	Spatial-Temporal Graph ODE Networks for Traffic Flow Forecasting. CoRR Zheng Fang, Qingqing Long, Guojie Song, Kunqing Xie
2021	J	`jnl`	Stepping Back to SMILES Transformers for Fast Molecular Representation Inference. CoRR Wenhao Zhu, Ziyao Li, Lingsheng Cai, Guojie Song
2021	J	`jnl`	Stochastic Workflow Authorizations With Queueing Constraints. IEEE Trans. Dependable Secur. Comput. Haibing Lu, Xi Chen, Qi Liu, Michele Samorani, Guojie Song, Yanjiang Yang
2021	A*	`conf`	Theoretically Improving Graph Neural Networks via Anonymous Walk Graph Kernels. WWW Qingqing Long, Yilun Jin, Yi Wu, Guojie Song
2021	J	`jnl`	Theoretically Improving Graph Neural Networks via Anonymous Walk Graph Kernels. CoRR Qingqing Long, Yilun Jin, Yi Wu, Guojie Song
2020	A*	`conf`	Active Domain Transfer on Network Embedding. WWW Lichen Jin, Yizhou Zhang, Guojie Song, Yilun Jin
2020	A*	`conf`	Domain Adaptive Classification on Heterogeneous Information Networks. IJCAI Shuwen Yang, Guojie Song, Yilun Jin, Lun Du
2020	A	`conf`	EPNE: Evolutionary Pattern Preserving Network Embedding. ECAI Junshan Wang, Yilun Jin, Guojie Song, Xiaojun Ma
2020	J	`jnl`	EPNE: Evolutionary Pattern Preserving Network Embedding. CoRR Junshan Wang, Yilun Jin, Guojie Song, Xiaojun Ma
2020	C	`conf`	Elaborating the Bayesian Priors in Unsupervised Graph Embedding via Graph Concepts. ADMA Xiaojun Ma, Ziyao Li, Siwei Wei, Guojie Song
2020	A*	`conf`	GraLSP: Graph Neural Networks with Local Structural Patterns. AAAI Yilun Jin, Guojie Song, Chuan Shi
2020	A*	`conf`	Graph Structural-topic Neural Network. KDD Qingqing Long, Yilun Jin, Guojie Song, Yi Li, Wei Lin
2020	J	`jnl`	Graph Structural-topic Neural Network. CoRR Qingqing Long, Yilun Jin, Guojie Song, Yi Li, Wei Lin
2020	J	`jnl`	Inferring explicit and implicit social ties simultaneously in mobile social networks. Sci. China Inf. Sci. Guojie Song, Yuanhao Li, Junshan Wang, Lun Du
2020	A*	`conf`	Learning Node Representations from Noisy Graph Structures. ICDM Junshan Wang, Ziyao Li, Qingqing Long, Weiyu Zhang, Guojie Song, Chuan Shi
2020	J	`jnl`	Learning Node Representations from Noisy Graph Structures. CoRR Junshan Wang, Ziyao Li, Qingqing Long, Weiyu Zhang, Guojie Song, Chuan Shi
2020	A*	`conf`	Multi-Component Graph Convolutional Collaborative Filtering. AAAI Xiao Wang, Ruijia Wang, Chuan Shi, Guojie Song, Qingyong Li
2020	J	`jnl`	Real-time Transportation Prediction Correction using Reconstruction Error in Deep Learning. ACM Trans. Knowl. Discov. Data Shuai Liu, Guojie Song, Wenhao Huang
2020	A	`conf`	Streaming Graph Neural Networks via Continual Learning. CIKM Junshan Wang, Guojie Song, Yi Wu, Liang Wang
2020	J	`jnl`	Streaming Graph Neural Networks via Continual Learning. CoRR Junshan Wang, Guojie Song, Yi Wu, Liang Wang
2020	A*	`conf`	Time2Graph: Revisiting Time Series Modeling with Dynamic Shapelets. AAAI Ziqiang Cheng, Yang Yang, Wei Wang, Wenjie Hu, Yueting Zhuang, Guojie Song
2019	J	`jnl`	Blow-up and global solutions for a class of time fractional nonlinear reaction-diffusion equation with weakly spatial source. Appl. Math. Lett. Jianxiong Cao, Guojie Song, Jie Wang, Qihong Shi, Sujing Sun
2019	J	`jnl`	Collective causal inference with lag estimation. Neurocomputing Sizhen Du, Guojie Song, Haikun Hong
2019	A*	`conf`	DANE: Domain Adaptive Network Embedding. IJCAI Yizhou Zhang, Guojie Song, Lun Du, Shuwen Yang, Yilun Jin
2019	J	`jnl`	DANE: Domain Adaptive Network Embedding. CoRR Yizhou Zhang, Guojie Song, Lun Du, Shuwen Yang, Yilun Jin
2019	—	`conf`	Fusion of Global and Local Gaussian-Hermite Moments for Face Recognition. IGTA Guojie Song, Dan He, Puchun Chen, Jidong Tian, Bin Zhou, Li Luo
2019	A*	`conf`	GCN-LASE: Towards Adequately Incorporating Link Attributes in Graph Convolutional Networks. IJCAI Ziyao Li, Liang Zhang, Guojie Song
2019	J	`jnl`	GCN-LASE: Towards Adequately Incorporating Link Attributes in Graph Convolutional Networks. CoRR Ziyao Li, Liang Zhang, Guojie Song
2019	J	`jnl`	GraLSP: Graph Neural Networks with Local Structural Patterns. CoRR Yilun Jin, Guojie Song, Chuan Shi
2019	A	`conf`	Hierarchical Community Structure Preserving Network Embedding: A Subspace Approach. CIKM Qingqing Long, Yiming Wang, Lun Du, Guojie Song, Yilun Jin, Wei Lin
2019	J	`jnl`	Multi-Component Graph Convolutional Collaborative Filtering. CoRR Xiao Wang, Ruijia Wang, Chuan Shi, Guojie Song, Qingyong Li
2019	J	`jnl`	Real-Time Estimation of the Urban Air Quality with Mobile Sensor System. ACM Trans. Knowl. Discov. Data Yun Wang, Guojie Song, Lun Du, Zhicong Lu
2019	A*	`conf`	SepNE: Bringing Separability to Network Embedding. AAAI Ziyao Li, Liang Zhang, Guojie Song
2019	A*	`conf`	Tag2Gauss: Learning Tag Representations via Gaussian Distribution in Tagged Networks. IJCAI Yun Wang, Lun Du, Guojie Song, Xiaojun Ma, Lichen Jin, Wei Lin, Fei Sun
2019	A*	`conf`	Tag2Vec: Learning Tag Representations in Tag Networks. WWW Junshan Wang, Zhicong Lu, Guojie Song, Yue Fan, Lun Du, Wei Lin
2019	J	`jnl`	Tag2Vec: Learning Tag Representations in Tag Networks. CoRR Junshan Wang, Zhicong Lu, Guojie Song, Yue Fan, Lun Du, Wei Lin
2019	J	`jnl`	Time2Graph: Revisiting Time Series Modeling with Dynamic Shapelets. CoRR Ziqiang Cheng, Yang Yang, Wei Wang, Wenjie Hu, Yueting Zhuang, Guojie Song
2018	J	`jnl`	A Deep Spatial-Temporal Ensemble Model for Air Quality Prediction. Neurocomputing Junshan Wang, Guojie Song
2018	A*	`conf`	Chinese Medical Concept Normalization by Using Text and Comorbidity Network Embedding. ICDM Yizhou Zhang, Xiaojun Ma, Guojie Song
2018	J	`jnl`	Deep Air Learning: Interpolation, Prediction, and Feature Analysis of Fine-Grained Air Quality. IEEE Trans. Knowl. Data Eng. Zhongang Qi, Tianchun Wang, Guojie Song, Weisong Hu, Xi Li, Zhongfei Zhang
2018	A*	`conf`	Dynamic Network Embedding : An Extended Approach for Skip-gram based Network Embedding. IJCAI Lun Du, Yun Wang, Guojie Song, Zhicong Lu, Junshan Wang
2018	A*	`conf`	Galaxy Network Embedding: A Hierarchical Community Structure Preserving Approach. IJCAI Lun Du, Zhicong Lu, Yun Wang, Guojie Song, Yiming Wang, Wei Chen
2018	J	`jnl`	Inferring diffusion networks with life stage heterogeneity. Sci. China Inf. Sci. Tong Zhao, Guojie Song, Xinran He
2018	J	`jnl`	Learning dynamic dependency network structure with time lag. Sci. China Inf. Sci. Sizhen Du, Guojie Song, Haikun Hong, Dong Liu
2018	A	`conf`	MEgo2Vec: Embedding Matched Ego Networks for User Alignment Across Social Networks. CIKM Jing Zhang, Bo Chen, Xianming Wang, Hong Chen, Cuiping Li, Fengmei Jin, Guojie Song, Yutao Zhang
2018	A*	`conf`	Multi-Task Medical Concept Normalization Using Multi-View Convolutional Neural Network. AAAI Yi Luo, Guojie Song, Pengyu Li, Zhongang Qi
2018	J	`jnl`	Network topology inference from incomplete observation data. Sci. China Inf. Sci. Peng Dou, Guojie Song, Tong Zhao
2018	J	`jnl`	SepNE: Bringing Separability to Network Embedding. CoRR Ziyao Li, Liang Zhang, Guojie Song
2018	J	`jnl`	Spatio-Temporal Routine Mining on Mobile Phone Data. ACM Trans. Knowl. Discov. Data Tian Qin, Wufan Shangguan, Guojie Song, Jie Tang
2018	J	`jnl`	Temporal Causal Inference with Time Lag. Neural Comput. Sizhen Du, Guojie Song, Lei Han, Haikun Hong
2018	J	`jnl`	Traffic Events Oriented Dynamic Traffic Assignment Model for Expressway Network: A Network Flow Approach. IEEE Intell. Transp. Syst. Mag. Lun Du, Guojie Song, Yiming Wang, Jipeng Huang, Mengfei Ruan, Zhanyuan Yu
2017	J	`jnl`	A compact finite difference scheme for variable order subdiffusion equation. Commun. Nonlinear Sci. Numer. Simul. Jianxiong Cao, Yanan Qiu, Guojie Song
2017	J	`jnl`	Deep Air Learning: Interpolation, Prediction, and Feature Analysis of Fine-grained Air Quality. CoRR Zhongang Qi, Tianchun Wang, Guojie Song, Weisong Hu, Xi Li, Zhongfei Zhang
2017	J	`jnl`	Influential Node Tracking on Dynamic Social Network: An Interchange Greedy Approach. IEEE Trans. Knowl. Data Eng. Guojie Song, Yuanhao Li, Xiaodong Chen, Xinran He, Jie Tang
2017	A*	`conf`	StructInf: Mining Structural Influence from Social Streams. AAAI Jing Zhang, Jie Tang, Yuanyi Zhong, Yuchen Mo, Juanzi Li, Guojie Song, Wendy Hall, Jimeng Sun
2016	J	`jnl`	A time-space domain stereo finite difference method for 3D scalar wave propagation. Comput. Geosci. Yushu Chen, Guangwen Yang, Xiao Ma, Conghui He, Guojie Song
2016	—	`conf`	Budget Minimization with Time and Influence Constraints in Social Network. APWeb (1) Peng Dou, Sizhen Du, Guojie Song
2016	—	`conf`	Inferring Diffusion Network on Incomplete Cascade Data. WAIM (1) Peng Dou, Sizhen Du, Guojie Song
2016	A	`conf`	Routine Mining Based Anomaly Detection in Mobile Phone Data. SDM Tian Qin, Guojie Song, Sizhen Du
2015	B	`conf`	Improving deep neural network ensembles using reconstruction error. IJCNN Wenhao Huang, Haikun Hong, Kaigui Bian, Xiabing Zhou, Guojie Song, Kunqing Xie
2015	J	`jnl`	Influence Maximization on Large-Scale Mobile Social Network: A Divide-and-Conquer Method. IEEE Trans. Parallel Distributed Syst. Guojie Song, Xiabing Zhou, Yu Wang, Kunqing Xie
2015	A	`conf`	On Influential Nodes Tracking in Dynamic Social Networks. SDM Xiaodong Chen, Guojie Song, Xinran He, Kunqing Xie
2015	J	`jnl`	Overlapping Decomposition for Gaussian Graphical Modeling. IEEE Trans. Knowl. Data Eng. Guojie Song, Lei Han, Kunqing Xie
2015	B	`conf`	Probabilistic dynamic causal model for temporal data. IJCNN Xiabing Zhou, Wenhao Huang, Ni Zhang, Weisong Hu, Sizhen Du, Guojie Song, Kunqing Xie
2014	—	`conf`	A Spatial-temporal Topic Segmentation Model for Human Mobile Behavior. WAIM Xingxing Xing, Man Li, Weisong Hu, Wenhao Huang, Guojie Song, Kunqing Xie
2014	J	`jnl`	Deep Architecture for Traffic Flow Prediction: Deep Belief Networks With Multitask Learning. IEEE Trans. Intell. Transp. Syst. Wenhao Huang, Guojie Song, Haikun Hong, Kunqing Xie
2014	B	`conf`	Deep process neural network for temporal deep learning. IJCNN Wenhao Huang, Haikun Hong, Guojie Song, Kunqing Xie
2014	B	`conf`	Dynamic boosting in deep learning using reconstruction error. IJCNN Wenhao Huang, Ni Zhang, Weisong Hu, Haikun Hong, Guojie Song, Kunqing Xie
2014	A*	`conf`	Encoding Tree Sparsity in Multi-Task Learning: A Probabilistic Framework. AAAI Lei Han, Yu Zhang, Guojie Song, Kunqing Xie
2014	C	`conf`	Metric-Based Multi-Task Grouping Neural Network for Traffic Flow Forecasting. ISNN Haikun Hong, Wenhao Huang, Guojie Song, Kunqing Xie
2014	—	`conf`	Traffic zone division using mobile billing data. FSKD Xingxing Xing, Wenhao Huang, Guojie Song, Kunqing Xie
2014	B	`conf`	Who were you talking to - Mining interpersonal relationships from cellphone network data. ASONAM Mo Yu, Wenjun Si, Guojie Song, Zhenhui Li, John Yen
2013	—	`conf`	Accelerating the 3D Elastic Wave Forward Modeling on GPU and MIC. IPDPS Workshops Yang You, Haohuan Fu, Xiaomeng Huang, Guojie Song, Lin Gan, Wenjian Yu, Guangwen Yang
2013	—	`conf`	Adaptive Weight Optimization for Classification of Imbalanced Data. IScIDE Wenhao Huang, Guojie Song, Man Li, Weisong Hu, Kunqing Xie
2013	—	`conf`	Automated urban location annotation on mobile records. FSKD Wenhao Huang, Man Li, Weisong Hu, Guojie Song, Kunqing Xie
2013	—	`conf`	Cost sensitive GPS-based activity recognition. FSKD Wenhao Huang, Man Li, Weisong Hu, Guojie Song, Xingxing Xing, Kunqing Xie
2013	—	`conf`	Deep Architecture for Traffic Flow Prediction. ADMA (2) Wenhao Huang, Haikun Hong, Man Li, Weisong Hu, Guojie Song, Kunqing Xie
2013	—	`conf`	Hierarchical destination prediction based on GPS history. FSKD Wenhao Huang, Man Li, Weisong Hu, Guojie Song, Kunqing Xie
2012	—	`conf`	A online boosting approach for traffic flow forecasting under abnormal conditions. FSKD Tianshu Wu, Kunqing Xie, Dong Xinpin, Guojie Song
2012	—	`conf`	A short-term freeway traffic flow prediction method based on road section traffic flow structure pattern. ITSC Ping Zhang, Kunqing Xie, Guojie Song
2012	—	`conf`	An Adaption of Relief for Redundant Feature Elimination. ISNN (2) Tianshu Wu, Kunqing Xie, Chengkai Nie, Guojie Song
2012	A	`conf`	Influence Blocking Maximization in Social Networks under the Competitive Linear Threshold Model. SDM Xinran He, Guojie Song, Wei Chen, Qingye Jiang
2012	—	`conf`	Measurement analysis of traffic flow uncertainty on Chinese highway network. ITSC Ruiqi Liu, Xingxing Xing, Guojie Song, Kunqing Xie, Ping Zhang
2012	A*	`conf`	Overlapping decomposition for causal graphical modeling. KDD Lei Han, Guojie Song, Gao Cong, Kunqing Xie
2011	C	`conf`	Discrete Trajectory Prediction on Mobile Data. APWeb Nan Zhao, Wenhao Huang, Guojie Song, Kunqing Xie
2011	J	`jnl`	Influence Blocking Maximization in Social Networks under the Competitive Linear Threshold Model Technical Report CoRR Xinran He, Guojie Song, Wei Chen, Qingye Jiang
2011	A*	`conf`	Simulated Annealing Based Influence Maximization in Social Networks. AAAI Qingye Jiang, Guojie Song, Gao Cong, Yu Wang, Wenjun Si, Kunqing Xie
2011	—	`conf`	Transportation Modes Identification from Mobile Phone Data Using Probabilistic Models. ADMA (2) Dafeng Xu, Guojie Song, Peng Gao, Rongzeng Cao, Xinwei Nie, Kunqing Xie
2010	—	`conf`	A novel approach to estimate human space-time path based on mobile phone call records. Geoinformatics Hao Tian, Xiujun Ma, Han Wang, Guojie Song, Kunqing Xie
2010	—	`conf`	Anchor Points Seeking of Large Urban Crowd Based on the Mobile Billing Data. ADMA (1) Wenhao Huang, Zhengbin Dong, Nan Zhao, Hao Tian, Guojie Song, Guanhua Chen, Yun Jiang, Kunqing Xie
2010	A*	`conf`	Community-based greedy algorithm for mining top-K influential nodes in mobile social networks. KDD Yu Wang, Gao Cong, Guojie Song, Kunqing Xie
2010	—	`conf`	Locally kernel regression adapting with data distribution in prediction of traffic flow. Geoinformatics Lei Han, Meng Shuai, Kunqing Xie, Guojie Song, Xiujun Ma
2009	—	`conf`	A Novel Spatio-temporal Clustering Approach by Process Similarity. FSKD (5) Fan Lin, Kunqing Xie, Guojie Song, Tianshu Wu
2009	J	`jnl`	Accelerating sequence searching: dimensionality reduction method. Knowl. Inf. Syst. Guojie Song, Bin Cui, Baihua Zheng, Kunqing Xie, Dongqing Yang
2009	—	`conf`	Adequacy of Data for Mining Individual Friendship Pattern from Cellular Phone Call Logs. FSKD (5) Zhengbin Dong, Guojie Song, Kunqing Xie, Yixian Sun, Jingyao Wang
2009	J	`jnl`	Efficient Skyline Computation in Structured Peer-to-Peer Systems. IEEE Trans. Knowl. Data Eng. Bin Cui, Lijiang Chen, Linhao Xu, Hua Lu, Guojie Song, Quanqing Xu
2009	—	`conf`	Numerical Learning Method for Process Neural Network. ISNN (1) Tianshu Wu, Kunqing Xie, Guojie Song, Xingui He
2009	—	`conf`	Statistical Analysis of Real Large-Scale Mobile Social Network. FSKD (2) Zhengbin Dong, Guojie Song, Kunqing Xie, Ke Tang, Jingyao Wang
2008	—	`conf`	A Kalman Filter Based Approach for Outlier Detection in Sensor Networks. CSSE (4) Meng Shuai, Kunqing Xie, Guanhua Chen, Xiuli Ma, Guojie Song
2008	—	`conf`	A Multiple SVR Approach with Time Lags for Traffic Flow Prediction. ITSC Tianshu Wu, Kunqing Xie, Guojie Song, Cheng Hu
2008	—	`conf`	An On-Road Wireless Sensor Network Approach for Urban Traffic State Monitoring. ITSC Meng Shuai, Kunqing Xie, Xiujun Ma, Guojie Song
2008	—	`conf`	An online approach based on locally weighted learning for short-term traffic flow prediction. GIS Meng Shuai, Kunqing Xie, Wen Pu, Guojie Song, Xiujun Ma
2008	—	`conf`	Hybrid Process Neural Network based on Spatio-Temporal Similarities for Short-Term Traffic Flow Prediction. ITSC Cheng Hu, Kunqing Xie, Guojie Song, Tianshu Wu
2008	—	`conf`	Real-Time Short-Term Traffic Flow Forecasting Based on Process Neural Network. ISNN (2) Shan He, Cheng Hu, Guojie Song, Kunqing Xie, Yizhou Sun
2008	C	`conf`	Squeezing Long Sequence Data for Efficient Similarity Search. APWeb Guojie Song, Bin Cui, Baihua Zheng, Kunqing Xie, Dongqing Yang
2007	B	`conf`	An Optimized Process Neural Network Model. DASFAA Guojie Song, Dongqing Yang, Yunfeng Liu, Bin Cui, Ling Wu, Kunqing Xie
2007	B	`conf`	CLAIM: An Efficient Method for Relaxed Frequent Closed Itemsets Mining over Stream Data. DASFAA Guojie Song, Dongqing Yang, Bin Cui, Baihua Zheng, Yunfeng Liu, Kunqing Xie
2007	C	`conf`	Dealing with Query Contention Issue in Real-Time Data Warehouses by Dynamic Multi-level Caches. CIT Ziyu Lin, Dongqing Yang, Guojie Song, Tengjiao Wang
2007	C	`conf`	User-Oriented Materialized View Selection. CIT Ziyu Lin, Dongqing Yang, Guojie Song, Tengjiao Wang
2006	—	`conf`	A Mixed Process Neural Network and its Application to Churn Prediction in Mobile Communications. ICDM Workshops Guojie Song, Dongqing Yang, Ling Wu, Tengjiao Wang, Shiwei Tang