宋國傑（教授）檢視原始碼討論檢視歷史
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宋國傑，男，北京大學智能學院教授。
教育背景
2004年博士畢業於北京大學信息科學技術學院
研究領域
學術成果
學術論著
1. Sizhen Du, Guojie Song*, Haikun Hong. Learning Dynamic Dependency Network Structure with Time Lag. SCIENCE CHINA Information Sciences v61, n5, May 1, 2018. 【學院A類】
2. Dong Liu, Yun Jing, Jing Zhao, Wenjun Wang, Guojie Song. A Fast and Efficient Algorithm for Mining Top-k Nodes in Complex Networks. Scientific Reports | 2017 Feb 27;7:43330. doi: 10.1038/srep43330.【5-year IF=5.525】【學院 A類】
3. Jing Zhang, Jie Tang, Yuanyi Zhong, Yuchen Mo, Juanzi Li, Guojie Song, Wendy Hall, and Jimeng Sun. StructInf: Mining Structural Influence from Social Streams. AAAI 2017: 73-80. 【CCF A類】
4. Guojie Song, Yuanhao Li, Xiaodong Chen, Xinran He, Jie Tang: Influential Node Tracking on Dynamic Social Network: An Interchange Greedy Approach. IEEE Trans. Knowl. Data Eng. (TKDE) 29(2): 359-372 (2017)【CCF A類】
5. Guojie Song, Lei Han, Kunqing Xie: Overlapping Decomposition for Gaussian Graphical Modeling. IEEE Transactions on TKDE 2015:2217-2230.【CCF A類】
6. Guojie Song, Xiabing Zhou, Yu Wang, Kunqing Xie: Influence Maximization on Large-Scale Mobile Social Network: A Divide-and-Conquer Method. IEEE Transactions on TPDS2015:1379-1392【CCF A類】
7. 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【學院 A類】
8. Lei Han, Yu Zhang, Guojie Song*, Kunqing Xie: Encoding Tree Sparsity in Multi-Task Learning: A Probabilistic Framework. AAAI2014:1854-1860【CCF A類】
9. Lei Han, Guojie Song, Gao Cong, Kunqing Xie: Overlapping decomposition for causal graphical modeling. KDD2012:114-122.【CCF A類】
10. Qingye Jiang, Guojie Song, Gao Cong, Yu Wang, Kunqing Xie. Simulated Annealing based Influence Maximization in Social Networks. AAAI 2011:127-132【CCF A類】
11. 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.【CCF A類】
科研項目
面向社會網絡信息傳播的網絡重構關鍵技術研究
國家自然科學基金
學術任職
中國中文信息學會社會媒體處理專業委員會委員[1]