I am currently an associate professor in Department of Machine Intelligence, School of Electronics Engineering and Computer Science, Peking University.
I am now recruiting interns who have strong mathematical abilities, coding skills and great devotion in graph representation learning. If you are interested in working with me, please send your detailed resume to my email: email@example.com
New! Shi Chuan, Guojie Song: Modeling Theory and Mining Method of Complex and Heterogeneous Networked Data, CCF Nature Science Award (Second Prize)
New! Haibing Lu, Qi Liu, Samorani Michele, Guojie Song, Xi Chen, Yanjiang Yang . Stochastic Workflow Authorizations with Queueing Constraints, Accepted by IEEE Transactions on Dependable and Secure Computing.【CCF A】
New! Xiaojun Ma, Ziyao Li, Siwei Wei, Guojie Song: Elaborating the Bayesian Priors in Unsupervised Graph Embedding via Graph Concepts. ADMA2020. 【Best Research Paper Award】
New! Guojie Song, Qingqing Long, Yizhou Zhang, Lingjun Xu, Haibing Lu. Domain Adaptive Network Embedding. Accepted by in IEEE Transactions on Big Data (TBD2020).
New! Guojie Song, Qingqing Long, Yi Luo, Pengyu Li, Yiming Wang. Deep Convolutional Neural Network based Medical Conception Normalization. Accepted by IEEE Transactions on Big Data (TBD2020).
New! Junshan Wang, Ziyao Li, Qingqing Long, Weiyu Zhang, Guojie Song, and Chuan Shi. Learning Node Representations from Noisy Graph Structures. ICDM2020 【CCF B】
New! Junshan Wang, Guojie Song, Yi Wu, Liang Wang. Streaming Graph Neural Networks via Continuous Learning. CIKM2020【CCF B】.
New! Guojie Song, Liang Zhang, Ziyao Li, Yi Li. Large Scale Network Embedding: A Separable Approach, TKDE2020【CCF A】
New! Shuwen Yang, Guojie Song, Yilun Jin, Lun Du. Domain Adaptive Classification on Heterogeneous Information Networks, IJCAI2020【CCF A】
New! Lichen Jin, Yizhou Zhang, Guojie Song, Yilun Jin. Active Domain Transfer on Network Embedding. WWW2020 【CCF A】
New! Junshan Wang, Yilun Jin, Guojie Song and Xiaojun Ma .EPNE: Evolutionary Pattern Preserving Network Embedding.ECAI 2020 【CCF B】
New! Shuai Liu, Wenhao Huang, Guojie Song. Real-time Transportation Prediction Correction using Reconstruction Error in Deep Learning. TKDD 【CCF B】
New! Xiao Wang, Ruijie Wang, Chuan Shi, Guojie Song. Multi-Component Graph Convolutional Collaborative Filtering. AAAI2020. 【CCF A】
New! Ziqiang Cheng, Yang Yang, Wei Wang, Wenjie Hu, Yueting Zhuang, Guojie Song. Time2Graph: Revisiting Time Series Modeling with Dynamic Shapelets. AAAI2020. 【CCF A】
New! Yilun Jin, Guojie Song, Chuan Shi. GraLSP: Graph Neural Networks with Local Structural Patterns. AAAI2020.【CCF A】
- Data Mining, Machine Learning algorithms and models
- Graph representation learning, Graph Neural Networks
- Social Network Analysis
- Intelligent Transportation System
- Xiaojun Ma, Ziyao Li, Siwei Wei, Guojie Song: Elaborating the Bayesian Priors in Unsupervised Graph Embedding via Graph Concepts. ADMA2020. 【 Best Research Paper Award】
- Qingqing Long, Yiming Wang, Lun Du, Guojie Song, Wei Lin. Subspace Network Embedding: A Hierarchical Community Structure Preserving Approach. CIKM2019.【Best Paper Runner Up Award】
- Wenhao Huang, Guojie Song, Haikun Hong, Kunqing Xie. Deep Architecture for Traffic Flow Prediction: Deep Belief Networks With Multitask Learning. IEEE Transactions on ITS2014:2191-2201【Google Scholar Citation 605】【ESI Paper】
- Xinran He, Guojie Song, Wei Chen, Qingye Jiang. Influence blocking maximization in social networks under the competitive linear threshold model. SDM 2012:463-474.【Google Scholar Citation 301】
- Yu Wang, Gao Cong, Guojie Song, Kunqing Xie: Community-based greedy algorithm for mining top-K influential nodes in social networks. KDD:2010:1039-1048.【Google Scholar Citation 521】