Please visit my Google Scholar profile for all my publications.
Nan Li, "Uncovering interesting attributed anomalies in large graphs", [pdf].
Tobias G. Tiecke, Xianming Liu, Amy Zhang, Andreas Gros, Nan Li, Gregory Yetman, Talip Kilic, Siobhan Murray, Brian Blankespoor, Espen B. Prydz, Hai-Anh H. Dang, "Mapping the world population one building at a time", CoRR abs/1712.05839 (2017), [pdf]
Nan Li, Huan Sun, Kyle Chipman, Jemin George, Xifeng Yan, "A Probabilistic Approach to Uncovering Attributed Graph Anomalies", Proc. of the 2014 SIAM International Conference on Data Mining (SDM'14),Philadelphia, PA, Apr. 24-26, 2014, pp. 82-90, [pdf].
Nan Li, Ziyu Guan, Lijie Ren, Jian Wu, Jiawei Han, Xifeng Yan. "gIceberg: towards iceberg analysis in large graphs", Proc. of the 2013 IEEE International Conference on Data Engineering (ICDE'13), Brisbane, Australia, Apr. 8-12, 2013, pp. 1021-1032, [pdf].
Nan Li, Xifeng Yan, Zhen Wen, Arijit Khan, "Density index and proximity search in large graphs", Proc. of the 2012 ACM International Conference on Information and Knowledge Management (CIKM'12), Maui, HI, USA, Oct. 29-Nov. 2, 2012, pp. 235-244, [pdf].
Arijit Khan, Nan Li, Xifeng Yan, Ziyu Guan, Supriyo Chakraborty and Shu Tao, "Neighborhood based fast graph search in large networks", Proc. of the 2011 International Conference on Management of Data (SIGMOD'11), Athens, Greece, Jun. 12-16, 2011, pp. 901-912.
Charu Aggarwal, Nan Li, "On node classification in dynamic content-based networks", Proc. of the 2011 SIAM International Conference on Data Mining (SDM'11),Phoenix, AZ, USA, Apr. 28-30, 2011, pp. 355-366 [pdf].
Nan Li, Naoki Abe, "Temporal cross-sell optimization using action proxy-driven reinforcement learning", ICDM 2011 Workshop on Optimization BasedMethods for Emerging Data Mining Problems (ICDMW’11), Vancouver, Canada, Dec. 2011, pp. 259-266 [pdf].
Nan Li, Yinghui Yang, Xifeng Yan, "Cross-selling optimization for customized product promotion", Proc. of the 2010 SIAM International Conference on Data Mining (SDM'10), Columbus, OH, USA, Apr. 29-May 1, 2010, pp. 918-929 [pdf].
Charu Aggarwal, Nan Li, "On supervised mining of dynamic content-based networks", Statistical Analysis and Data Mining, Vol. 5, No. 1, 2012, pp. 16-34 [pdf].
Nan Li, Desheng Dash Wu, "Using text mining and sentiment analysis for online forums hotspot detection and forecast", Decision Support Systems, Vol. 48, No. 2, 2010, pp. 354-368 [pdf].
Nan Li, Xun Liang, Xinli Li, Chao Wang, Desheng Dash Wu, "Network environment and financial risk using machine learning and sentiment analysis", Hum. Ecol. Risk Assess., Vol. 15, No. 2, 2009, pp. 227-252 [pdf].