§         Selected Recent Publications(2007 onwards)

Journal Papers

§         Wei Shen, Jiawei Han, Jianyong Wang, Xiaojie Yuan, Zhenglu Yang. SHINE+: A General Framework for Domain-Specific Entity Linking with Heterogeneous Information Networks. Accepted to appear in IEEE Transactions on Knowledge and Data Engineering. (IEEE TDKE)

§         Wei Zhang, Jianyong Wang. Integrating Topic and Latent Factors for Scalable Personalized Review-based Rating Prediction. IEEE Transactions on Knowledge and Data Engineering. PP: 3013-3027. (IEEE TDKE)

§         Wei Shen, Jianyong Wang, Jiawei Han. Entity Linking with a Knowledge Base: Issues, Techniques, and Solutions.  IEEE Transactions on Knowledge and Data Engineering, Vol. 27, No. 2, Feb. 2015, PP: 443-460. (IEEE TDKE)

§         Xu Pu, Jianyong Wang, Zhenhua Song, Ping Luo, Min Wang. Efficient Incremental Update and Querying in AWETO RDF Storage System. Int. J. Data & Knowledge Engineering, Vol. 89, Jan. 2014, PP: 55-75. (DKE, Elsevier)

§         Chun Li, Qingyan Yang, Jianyong Wang, Ming Li. Efficient Mining of Gap-Constrained Subsequences and its Various Applications. ACM Transactions on Knowledge Discovery from Data, Vol. 6, No.1, Article No. 2, March 2012. (ACM TKDD)

§         Xiaoming Fan, Jianyong Wang, Xu Pu, Lizhu Zhou, Bing Lv. On Graph-based Name Disambiguation. ACM Journal of Data and Information Quality, Vol. 2, No. 2, Article 10. February 2011.  (ACM JDIQ).

§         Guoliang Li, Jianhua Feng, Xiaofang Zhou, Jianyong Wang. Providing Built-in Keyword Search Capabilities in RDBMS. VLDB Journal, Vol. 20, No. 1, Feb. 2011, PP: 1-19. (VLDB J. , Springer Science).

§         Jianyong Wang, Yuzhou Zhang, Lizhu Zhou, George Karypis, Charu C. Aggarwal. CONTOUR: An Efficient Algorithm for Discovering Discriminating Subsequences. Int. J. Data Mining and Knowledge Discovery, Vol. 18, No. 1, Feb. 2009, PP: 1-29. (DMKD, Springer Science).

§         Jianyong Wang, Jiawei Han, Chun Li. Frequent Closed Sequence Mining without Candidate Maintenance. IEEE Transactions on Knowledge and Data Engineering, Vol. 19, No. 8, August 2007, PP: 1042-1056. (IEEE TKDE)

§         Zhiping Zeng, Jianyong Wang, Lizhu Zhou, George Karypis. Out-of-Core Coherent Closed Quasi-Clique Mining from Large Dense Graph Databases. ACM Transactions on Database Systems, Volume 32, Issue 2, Article No. 13, June 2007. (ACM TODS)

 

Conference Papers

§         Jianhua Yin, Jianyong Wang. A Text Clustering Algorithm Using an Online Clustering Scheme for Initialization. Proc. 22nd ACM SIGKDD Int. Conf. on Knowledge Discovery and Data Mining, San Francisco, CA, USA, August 13-17, 2016. PP: .1995-2004. (ACM SIGKDD'16).

§         Wei Zhang, Quan Yuan, Jiawei Han, Jianyong Wang. Collaborative Multi-Level Embedding Learning from Reviews for Rating Prediction. Proc. 25th Int. Conf. on Artificial Intelligence. New York, USA, July 9-July 15, 2016.  PP: 2986-2992. (IJCAI'16)

§         Jianhua Yin, Jianyong Wang. A Model-based Approach for Text Clustering with Outlier Detection. Proc. the 32nd IEEE International Conference on Data Engineering, Helsinki, Finland, May 16-20, 2016.  PP: 625-636 (IEEE ICDE'16)

§         Chenwei Ran, Wei Shen, Jianyong Wang, Xuan Zhu. Domain-specific knowledge base enrichment using Wikipedia tables.  Proc. the IEEE International Conference on Data Mining,  Atlantic City, NJ, USA, Nov. 14-17, 2015. PP: 349-358. (IEEE ICDM'15)

§         Wei Zhang, Jianyong Wang. A Location and Time Aware Social Collaborative Retrieval Approach for New Successive Point-of-Interest Recommendation. Proc. the 24th ACM International Conference on Information and Knowledge Management, Melbourne, Australia, October 19-23, 2015. PP: 1221-1230.  (ACM CIKM'15)

§         Wei Zhang, Jianyong Wang. A Collective Bayesian Poisson Factorization Model for Cold-start Local Event Recommendation. Proc. 21st ACM SIGKDD Int. Conf. on Knowledge Discovery and Data Mining, Sydney, Australia, August 10-13, 2015. PP: 1455-1456. (ACM SIGKDD'15)

§         Wei Zhang, Jianyong Wang. Prior-based Dual Additive Latent Dirichlet Allocation for User-item Connected Documents. Proc. 24th Int. Conf. on Artificial Intelligence. Buenos Aires, Argrntina, July 25-July 31, 2015.  PP: 1405-1411. (IJCAI'15)

§         Wei Feng, Chao Zhang, Wei Zhang, Jiawei Han, Jianyong Wang, Charu Aggarwal, Jianbin Huang. StreamCube: Hierarchical Spatio-temporal Hashtag Clustering for Event Exploration over the Twitter Stream. Proc. the 31st IEEE International Conference on Data Engineering, Seoul, Korea, April 13-17, 2015. PP: 1561-1572.  (IEEE ICDE'15, Application Track)

§         Jianhua Yin, Jianyong Wang. A Dirichlet Multinomial Mixture Model-based Approach for Short Text Clustering. Proc. the 2014 ACM SIGKDD Int. Conf. on Knowledge Discovery and Data Mining, New York, USA, Aug. 24 - Aug. 27, 2014. PP: 233-242.(ACM SIGKDD'14)

§         Wei Shen, Jiawei Han, Jianyong Wang.  A Probabilistic Model for Linking Named Entities in Web Text with Heterogeneous Information Networks. Proc. the 2014 ACM SIGMOD conference, Snowbird, Utah, USA, June 22-27, 2014.  PP:1199-1210. (ACM SIGMOD'14)

§         Wei Feng, Jianyong Wang. We Can Learn Your #Hashtags: Connecting Tweets to Explicit Topics. Proc. the 30th IEEE International Conference on Data Enginerring, Chicago, IL, USA, March 31- April 4, 2014. PP:856-867. (IEEE ICDE'14)

§         Lili Jiang, Ping Luo, Jianyong Wang, Yuhong Xiong, Bingduan Lin, Min Wang, Ning An. GRIAS: an Entity-Relation Graph based Framework for Discovering Entity Aliases. Proc. the 2013 IEEE International Conference on Data Mining, Dallas, Texas, USA, December 7-10, 2013.  PP:310-319. (IEEE ICDM'13)

§         Wei Zhang, Jianyong Wang, Wei Feng. Combining Latent factor Model with Location Features for Event-based Group Recommendation. Proc. the 19th ACM SIGKDD Int. Conf. on Knowledge Discovery and Data Mining, Chicago, USA, Aug. 11 - Aug. 14, 2013. PP:910-918. (ACM SIGKDD'13)

§         Wei Shen, Jianyong Wang, Ping Luo, Min Wang. Linking Named Entities in Tweets with Knowledge Base via User Interest Modeling. Proc. the 19th ACM SIGKDD Int. Conf. on Knowledge Discovery and Data Mining, Chicago, USA, Aug. 11 - Aug. 14, 2013. PP:68-76. (ACM SIGKDD'13)

§         Wei Zhang, Wei Feng, Jianyong Wang. Integrating Semantic Relatedness and Words Intrinsic Features for Keyword Extraction. Proc. 23rd Int. Conf. on Artificial Intelligence, Beijing, China, Aug. 3-9, 2013. PP:2225-2231. (IJCAI'13)

§         Wei Feng, Jianyong Wang. Retweet or not? Personalized Tweet Re-ranking. Proc. the Sixth ACM Int. Conf. on Web Search and Data Mining, Rome, Italy, Feb. 4 - Feb. 8, 2013. PP: 577-586. (ACM WSDM'13)

§         Wei Shen, Jianyong Wang, Ping Luo, Min Wang. A Graph-Based Approach for Ontology Population with Named Entities. Proc. the 21st ACM Conference on Information and Knowledge Management,  Maui, Hawaii, Oct 29-Nov. 2, 2012. PP: 345-354.(ACM CIKM'12)

§         Wei Feng, Jianyong Wang. Incorporating Heterogeneous Information for Personalized Tag Recommendation in Social Tagging Systems. Proc. the 18th ACM SIGKDD Int. Conf. on Knowledge Discovery and Data Mining, Beijing, China, Aug. 12 - Aug. 16, 2012. PP: 1276-1284.  (ACM SIGKDD'12)

§         Wei Shen, Jianyong Wang, Ping Luo, Min Wang. LIEGE: Link Entities in Web Lists with Knowledge Base. Proc. the 18th ACM SIGKDD Int. Conf. on Knowledge Discovery and Data Mining, Beijing, China, Aug. 12 - Aug. 16, 2012. PP: 1424-1432.(ACM SIGKDD'12)

§         Jun Zhang, Xiaoming Fan, Jianyong Wang, Lizhu Zhou. Keyword-Propagation-Based Information Enriching and Noise Removal for Web News Videos. Proc. the 18th ACM SIGKDD Int. Conf. on Knowledge Discovery and Data Mining, Beijing, China, Aug. 12 - Aug. 16, 2012. PP: 561-569. (ACM SIGKDD'12, Industry track)

§         Lili Jiang, Jianyong Wang, Ping Luo, Ning An, Min Wang. Towards Alias Detection Without String Similarity: an Active Learning based Approach. Proc. the 35th ACM SIGIR Conference on Research and Development in Information Retrieval, Portland, Oregon, USA, Aug. 12-16, 2012. PP: 1155-1156 (ACM SIGIR'12, poster paper)

§         Wei Shen, Jianyong Wang, Ping Luo, and Min Wang. LINDEN: Linking Named Entities with Knowledge Base via Semantic Knowledge.  Proc. the 21st International World Wide Web Conference. April 16-20, 2012, Lyon, France. PP: 449-458.  (WWW'12)

§         Chuancong Gao, Jianyong Wang, Qingyan Yang. Efficient Mining of Closed Sequential Patterns on Stream Sliding Window. Proc. the 2011 IEEE International Conference on Data Mining, Vancouver, Canada, PP: 1044-1049, December 11-14, 2011.  (IEEE ICDM'11, short paper)

§         Xu Pu, Jianyong Wang, Ping Luo, Min Wang. AWETO: Efficient Incremental Update and Querying for RDF Storage System. Proc. the 20th ACM International Conference on Information and Knowledge Management, Glasgow, Scotland, UK, October 24-28, 2011. PP: 24452448. (ACM CIKM'11, poster paper)

§         Wei Shen, Jianyong Wang, Ping Luo, Min Wang, Conglei Yao. REACTOR: A Framework for Semantic Relation Extraction and Tagging over Enterprise Data. Proc. the 20th International World Wide Web Conference. March 28-April 1, 2011, Hyderabad, India. PP: 121-122.(WWW'11, poster paper)

§         Chun Li, Charu Aggarwal, Jianyong Wang. On Anonymization of Multi-graphs. Proc. the 11th SIAM Int. Conference on Data Mining. April 28-30, 2011. Phoenix, Arizona, USA. PP: 711-722.(SIAM SDM'11)

§         Wei Ping, Ye Xu, Jianyong Wang, Xian-Sheng Hua. FAMER: Making Multi-Instance Learning Better and Faster. Proc. the 11th SIAM Int. Conference on Data Mining. April 28-30, 2011. Phoenix, Arizona, USA. PP: 594-605.(SIAM SDM'11)

§         Qingyan Yang, Ju Fan, Jianyong Wang, Lizhu Zhou. Personalizing Web Page Recommendation via Collaborative Filtering and Topic-Aware Markov Model. Proc. the 2010 IEEE International Conference on Data Mining, Sydney, Australia, December 14-17, 2010. PP: 1145-1150. (IEEE ICDM'10, short paper)

§         Chuancong Gao, Jianyong Wang. Direct Mining of Discriminative Patterns for Classifying Uncertain Data. Proc. the 16th ACM SIGKDD Int. Conf. on Knowledge Discovery and Data Mining, Washington DC, USA, July 25 - July 28, 2010. PP: 861-870.  (ACM SIGKDD'10)

§         Lili Jiang, Jianyong Wang, Ning An, Shengyuan Wang, Jian Zhan, Lian Li. GRAPE: A Graph-Based Framework for Disambiguating People Appearances in Web Search. Proc. the 2009 IEEE International Conference on Data Mining, Miami, FL, USA, Dec. 6-9, 2009. PP: 199- 208.    (IEEE ICDM'09)

§         Chuancong Gao, Jianyong Wang. Efficient Itemset Generator Discovery Over a Stream Sliding Window. Proc. 18th ACM Conf. on Information and Knowledge Management , Hong Kong, China, Nov. 2009. PP: 355-364. (ACM CIKM'09)

§         Zhiping Zeng, Anthony K.H. Tung, Jianyong Wang, Jianhua Feng, Lizhu Zhou. Comparing Stars: On Approximating Graph Edit Distance. Proc. the 35th Int. Conf. on Very Large Data Bases, Lyon, France, Aug. 24-28, 2009. PP: 25-36.  (VLDB'09).

§         Yuzhou Zhang, Jianyong Wang, Yi Wang, Lizhu Zhou. Parallel Community Detection on Large Networks with Propinquity Dynamics. Proc. the 15th ACM SIGKDD Int. Conf. on Knowledge Discovery and Data Mining, Paris, France, June 28 - July 1, 2009.  PP:997-1005. (ACM SIGKDD'09)

§         Charu C. Aggarwal, Yan Li, Jianyong Wang, Jing Wang. Frequent Pattern Mining with Uncertain Data. Proc. the 15th ACM SIGKDD Int. Conf. on Knowledge Discovery and Data Mining, Paris, France, June 28 - July 1, 2009. PP: 29-37. (ACM SIGKDD'09)

§         Zhiping Zeng, Jianyong Wang, Jun Zhang, Lizhu Zhou. FOGGER: An Algorithm for Graph Generator Discovery. Proc. 12th International Conference on Extending Database Technology, Saint-Petersburg, Russia, Mar. 2009.  PP: 517-528. (EDBT'09)

§         Guoliang Li, Beng Chin Ooi, Jianhua Feng, Jianyong Wang, Lizhu Zhou. EASE: An Effective 3-in-1 Keyword Search Method for Unstructured, Semi-structured and Structured Data. Proc. 2008 ACM SIGMOD International Conference on Management of Data, Vancouver, Canada, June 2008. PP: 903-915. (ACM SIGMOD'08)

§         Chuancong Gao, Jianyong Wang, Yukai He, Lizhu Zhou. Efficient Mining of Frequent Sequence Generators. Proc. 17th Int. World Wide Web Conference (Posters track), Beijing, China, April 2008, PP: 1051-1052. (WWW'08, poster paper, Best Poster Award)

§         Yuzhou Zhang, Jianyong Wang, Zhiping Zeng, Lizhu Zhou. Parallel Mining of Closed Quasi-Cliques. Proc. 22nd IEEE International Parallel and Distributed Processing Symposium , Miami, Florida USA,  April 2008 (Session 16: Algorithms - Theory, Article No. 2). (IEEE IPDPS'08)

§         Guoliang Li, Jianhua Feng, Jianyong Wang, Lizhu Zhou. Efficient Keyword Search for Valuable LCAs over XML Documents. Proc. of ACM Sixteenth Int. Conf. on Information and Knowledge Management, Lisboa, Portugal, November 2007, PP: 31-40.  (ACM CIKM'07)

§         Charu C. Aggarwal, Na Ta, Jianyong Wang, Jianhua Feng and Mohammed J. Zaki. XProj: A Framework for Projected Structural Clustering of XML Documents. Proc. 13th ACM SIGKDD Int. Conf. on Knowledge Discovery and Data Mining. San Jose, CA, USA. Aug. 12-15, 2007, PP: 46-55. (ACM SIGKDD'07)

Book Chapter/Entry

o  Jianyong Wang. Sequential patterns. Encyclopedia of Database Systems. LING LIU and M. TAMER ÖZSU (Eds.). 2009. PP: 2621-2626. (EDS, Springer US, DOI:10.1007/978-0-387-39940-9_343, ISBN: 978-0-387-35544-3 (Print) 978-0-387-39940-9 (Online))

Demo Papers

o  Chuancong Gao, Qingyan Yang, Jianyong Wang.  SEQUEL: Query Completion via Pattern Mining on Multi-Column Structural Data. Proc. the 19th ACM International Conference on Information and Knowledge Management, Toronto, Canada, October 26-30, 2010. PP: 1955-1956.  (ACM CIKM'10, demo paper)

o  Lili Jiang, Wei Shen, Jianyong Wang, Ning An. GRAPE: A System for Disambiguating and Tagging People Names in Web Search.  Proc. 19th International World Wide Web Conference, Raleigh, NC, USA, April 26-30, 2010. PP: 1257-1260 (WWW'10, demo paper)