Anni Coden, Marina Danilevsky, Daniel Gruhl, Linda Kato, and Meena Nagarajan. A Method to Accelerate Human in the Loop Clustering. SDM’17. Houston, Texas, April 2017. (pdf) (slides)



Alan Akbik, Laura Chiticariu, Marina Danilevsky, Yonas Kbrom, Yunyao Li, Huaiyu Zhu. Multilingual Information Extraction with POLYGLOTIE. COLING’16. Osaka, Japan, December 2016. (pdf)
Laura Chiticariu, Marina Danilevsky, Howard Ho, Rajasekar Krishnamurthy, Yunyao Li, Sriram Raghavan, Frederick Reiss, Shivakumar Vaithyanathan, Huaiyu Zhu. Web Information Extraction. Encyclopedia of Database Systems, pp. 1–9, Springer New York, 2016. (link)



Alan Akbik, Laura Chiticariu, Marina Danilevsky, Yunyao Li, Shivakumar Vaithyanathan, Huaiyu Zhu. Generating High Quality Proposition Banks for Multilingual Semantic Role Labeling. ACL’15. Beijing, China, July 2015. (pdf)



Marina Danilevsky, Chi Wang, Nihit Desai, Xiang Ren, Jingyi Guo, and Jiawei Han. Automatic Construction and Ranking of Topical Keyphrases on Collections of Short Documents. Proc. of 2014 SIAM Int. Conf. on Data Mining (SDM’14), Philadelphia, PA, April 2014. (pdf)



Chi Wang, Marina Danilevsky, Jialu Liu, Nihit Desai, Heng Ji, and Jiawei Han. Constructing Topical Hierarchies in Heterogeneous Information Networks. Proc. 2013 IEEE Int. Conf.on Data Mining (ICDM’13), Dallas, TX, Dec. 2013 (selected as one of the best papers for possible publication in the journal “Knowledge and Information Systems”.) (pdf)

Marina Danilevsky and Eunyee Koh. Information Graph Model and Application to Online Advertising. Proc. 2013 ACM CIKM Workshop on User Engagement Optimization (UEO’13), San Francisco, CA, Nov. 2013. (pdf)

Marina Danilevsky, Chi Wang, Fangbo Tao, Son Nguyen, Gong Chen, Nihit Desai, and Jiawei Han. AMETHYST: A System for Mining and Exploring Topical Hierarchies in Information Networks.  Proc. 2013 ACM SIGKDD Int. Conf. on Knowledge Discovery and Data Mining (KDD’13), (system demo paper), Chicago, IL, Aug. 2013. (pdf)

Chi Wang, Marina Danilevsky, Nihit Desai, 
Yinan Zhang, Phuong Nguyen, Thrivikrama Taula, and Jiawei Han. A Phrase Mining Framework for Recursive Construction of a Topical Hierarchy. Proc. 2013 ACM SIGKDD Int. Conf. on Knowledge Discovery and Data Mining (KDD’13), (system demo paper), Chicago, IL, Aug. 2013. (pdf)

Marina Danilevsky, Chi Wang, Nihit Desai, and Jiawei Han. Entity Role Discovery in Hierarchical Topical Communities. Proc. 2013 ACM SIGKDD Int. Workshop on Mining Data Semantics in Heterogeneous Information Networks (MDS’13), Chicago, IL, Aug. 2013. (pdf)

Jialu Liu, Chi Wang, Marina Danilevsky and Jiawei Han. Large-Scale Spectral Clustering on Graphs. Proc. 2013 Int. Joint Conf. on Artificial Intelligence (IJCAI’13), Beijing, China, Aug 2013. (pdf)

Joshua Hailpern, Marina Danilevsky, Andrew Harris, Sunah Suh, Reed LaBotz and Karrie Karahalios. ACES: A Cross-Discipline Platform and Method for Communication and Language Research. Proc. 2013 ACM SIGCHI Conf. on Computer Supported Collaborative Work (CSCW’13), San Antonio, Texas, USA, Feb 2013. (pdf)



Cindy Xide Lin, Ming Ji, Marina Danilevsky, and Jiawei Han. Efficient Mining of Correlated Sequential Patterns Based on Null Hypothesis. Proc. of 2012 Int. Workshop on Web-Scale Knowledge Representation, Retrieval, and Reasoning (Web-KR 2012), co-located with 2012 Int. Conf. on Information and Knowledge Management (CIKM’12), Maui, Hawaii, Oct. 2012. (pdf)

Quanquan Gu, Marina Danilevsky, Zhenhui Li, and Jiawei Han. Locality Preserving Feature Learning. In Proc. 2012 Int. Conf. on Artificial Intelligence and Statistics (AISTAT’12), La Palma, Canary Islands, April 2012. (pdf)



Xide Lin, Qiaozhu Mei, JIawei Han, Yunliang Jiang, and Marina DanilevskyThe Joint Inference of Topic Diffusion and Evolution in Social Communities. In Proc. 2011 IEEE Int. Conference on Data Mining (ICDM 2011), Vancouver, Canada, Dec. 2011. (pdf)

Ming Ji, Jiawei Han, and Marina DanilevskyRanking-Based Classification of Heterogeneous Information Networks. Proc. 2011 ACM SIGKDD Int. Conf. on Knowledge Discovery and Data Mining (KDD’11), San Diego, Aug. 2011. (pdf)

Joshua Hailpern, Marina Danilevsky, and Karrie Karahalios. ACES: Aphasia Emulation, Realism, and the Turing Test. Proc. 2011 Int. ACM SIGACCESS Conf. on Computers and Accessibility (ASSETS’11), Dundee, Scotland, Oct. 2011. (pdf)

Marina Danilevsky, Joshua Hailpern, and Jiawei Han. SCENE: Structural Conversation Evolution NEtwork. Proc. of 2011 International Conf. on Social Networks Analysis and Mining (ASONAM’11), Kaohsiung, Taiwan, July 2011. (pdf)

Timothy Weninger, Marina Danilevsky, Fabio Fumarola, Joshua Hailpern, Jiawei Han, Ming Ji, Thomas J. Johnston, Surya Kallumadi, Hyungsul Kim, Zhijin Li, David McCloskey, Yizhou Sun, Nathan E. TeGrotenhuis, Chi Wang, and Xiao Yu. WinaCS: Construction and Analysis of Web-Based Computer Science Information Networks. Proc. of 2011 ACM SIGMOD Int. Conf. on Management of Data (SIGMOD’11), (system demo paper), Athens, Greece, June 2011. (pdf)

Joshua Hailpern, Marina Danilevsky, Andrew Harris, Karrie Karahalios, Gary Dell, and Julie Hengst. ACES: Promoting Empathy Towards Aphasia Through Language Distortion Emulation Software. Proc. 2011 ACM CHI Conference on Human Factors in Computing Systems (CHI’11), Vancouver BC, May 2011. (pdf)



Ming Ji, Yizhou Sun, Marina Danilevsky, Jiawei Han, and Jing Gao. Graph Regularized Transductive Classification on Heterogeneous Information Networks. In Proc. 2010 European Conf. on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECMLPKDD’10), Barcelona, Spain, Sept. 2010. (pdf)

Martin Campbell-Kelly, Marina Danilevsky, Daniel D. Garcia-Swartz, and Shane Pederson. Clustering in the Creative Industries: Insights from the Origins of Computer Software. Industry and Innovation 17(4), 2010. (pdf)



Howard H. Chang, Marina Danilevsky, David S. Evans, and Daniel D. Garcia-Swartz. The Economics of Market Coordination for the pre-Fed Check Clearing System: A Peek into the Bloomington (IL) Node. Explorations in Economic History 45(4): 445-461, 2008. (pdf)