- "Mining Long Patterns"
Feida Zhu, Frequent Pattern Mining, edited by Charu C. Aggarwal
and Jiawei Han, 978-3-319-07820-5, Springer, 2014, 83-104.
- "InfoNetOLAP: OLAP and Mining of Information Networks"
Chen Chen, Feida Zhu, Xifeng Yan, Jiawei Han, Philip S. Yu, and Raghu Ramakrishnan, Link Mining: Models, Algorithms and Applications, edited by Philip S. Yu, Christos Faloutsos, and Jiawei Han, Springer. 2010
- "Mining Frequent Approximate Sequential Patterns."
Feida Zhu, Xifeng Yan, Philip S. Yu, Jiawei Han, Next Generation Data Mining, edited by Hillol Kargupta, Jiawei Han, Philip S . Yu, Rajeev Motwani, and Vipin Kumar, Chapman and Hall/CRC Press. 2008
- "Structured Learning from Heterogeneous Behavior for Social Identity Linkage"
Siyuan Liu, Shuhui Wang, and Feida Zhu, IEEE Transactions on Knowledge and Data Engineering(TKDE) 2015 no. 1, pp. 1
- "Detecting Anomaly Collections using Extreme Feature Ranks"
Hanbo Dai, Feida Zhu, Ee-Peng Lim, and Hwee Hwa Pang, Data Mining and Knowledge Discovery (DMKD) May 2015, Volume 29, Issue 3, pp 689-731
- "Detecting Click Fraud in Online Advertising: A Data Mining Approach"
Richard Oentaryo, Ee-Peng Lim, Michael Finegold, David Lo, Feida Zhu et al, Journal of Machine Learning Research (JMLR) 14 (2013) 1-39
- "Mining Diversity On Social Media Networks"
Lu Liu, Feida Zhu, Meng Jiang, Jiawei Han, Lifeng Sun and Shiqiang Yang, Multimedia Tools Appl. 56(1): 179-205, 2012.
- "Mining Top-K Large Structural Patterns in a Massive Network"
Feida Zhu, Qiang Qu, David Lo, Xifeng Yan, Jiawei Han and Philip S. Yu Proc. of the VLDB Endowment PVLDB 4(11): 807-818, 2011
- "Graph OLAP: Towards Online Analytical Processing on Graphs"
Chen Chen, Xifeng Yan, Feida Zhu, Jiawei Han, and Philip S. Yu, Knowledge and Information Systems (KAIS),2009, Volume 21, Issue 1, pages 41-63
- "Feature-based Substructure Similarity Search"
Xifeng Yan, Feida Zhu, Philip S. Yu and Jiawei Han ACM Transactions on Database Systems (TODS), Pages 1418 -1453, Volume 31 , Issue 4, Dec. 2006.
- "DaVinci: Data-driven Visual Interface Construction for Subgraph Search in Graph Databases"
Jinbo Zhang, Sourav Bhowmick, Hong Nguyen, Byron Choi, and Feida Zhu, The 31st IEEE Internaltional Conference on Data Enginnering (ICDE’15), Seoul, Korea, 2015
- "Characterizing Silent Users in Social Media Communities"
Wei Gong, Ee-Peng Lim and Feida Zhu, the International AAAI Conference on Web and Social Media (ICWSM'15), Oxford, UK, 2015
- "User Profiling via Affinity-aware Friendship"
Zhuohua Chen, Feida Zhu, Guangming Guo,and Hongyan Liu, The 6th International Conference on Social Informatics (SocInfo'14), Barcelona, Spain, 2014
- "High Utility Episode Mining Made Practical and Fast"
Guangming Guo, Lei Zhang, Qi Liu, Enhong Chen, Feida Zhu, and Guan Chu, the 10th International Conference on Advanced Data Mining and Applications (ADMA'14), Guilin, China, 2014
- "Interestingness-Driven Diffussion Process Summarization in Dynamic Networks"
Qiang Qu, Siyuan Liu, Christian Jensen, Feida Zhu and Christos Falousos, The 2014 European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, (ECML/PKDD'14), Nancy, France, 2014
- "Diversified Social Influence Maximization"
Fangshuang Tang, Qi Liu, Hengshu Zhu, Enhong Chen, and Feida Zhu, The 2014 IEEE/ACM International Conference on
Advances in Social Network Analysis and Mining (ASONAM'14), Beijing,China, 2014
- "CLEar: A Real-time Online Observatory for Bursty and Viral Events"
Runquan Xie, Feida Zhu, Hui Ma, Wei Xie, Chen Lin, VLDB 2014, Hangzhou, China, September, 2014
- "An Integrated Model For User Attribute Discovery: A Case Study on Political Affiliation Identification"
Swapna Gottipati, Minghui Qiu, Liu Yang†, Feida Zhu, and Jing Jiang, The 2014 Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD’14), Tainan, Taiwan, May, 2014
- "Who am I on Twitter? A Cross-Country Comparison"
Wei Dong, Minghui Qiu and Feida Zhu, The 23rd International World Wide Web Conference (WWW’14), Seoul, Korea, April, 2014
- "LASER: A Living AnalyticS ExpeRimentation System for Large-scale Online Controlled Experiments"
Kwan Hui Lim, Ee-Peng Lim, Palakorn Achananuparp, Adrian Vu, Agus Trisnajaya Kwee and Feida Zhu, The 23rd International World Wide Web Conference (WWW’14), Seoul, Korea, April, 2014
- "HYDRA: Large-scale Social Identity Linkage via Heterogeneous Behavior Modeling"
Siyuan Liu, Shuhui Wang, Jinbo Zhang, Feida Zhu and Ramayya Krishnan, 2014 ACM SIGMOD/PODS Conference. (SIGMOD'14), Snowbird, Utah, USA, June, 2014
- "On Finding the Point Where There is No Return: Turning Point Mining on Game Data"
Wei Gong, Ee-Peng Lim, Feida Zhu, Palakorn Achananuparp, and David Lo, The 2014 SIAM International Conference on Data Mining (SDM’14), Philadelphia, Pennsylvania, USA, April, 2014
- "TopicSketch: Real-time Bursty Topic Detection from Twitter"
Wei Xie, Feida Zhu, Jing Jiang, Ee-Peng Lim, and Ke Wang, Proc. of the 13th IEEE International Conference on Data Mining. (ICDM'13), Dallas, Texas, December, 2013
- "Predicting User's Political Party using Ideological Stances"
Swapna Gottipati, Minghui Qiu, Liu Yang, Feida Zhu and Jing Jiang, Proc. of the 5th International Conference on Social Informatics. (SocInfo'13), Kyoto, Japan, November, 2013.
- "Information vs Interaction: An Alternative User Ranking Model for Social Networks"
Wei Xie, Ai Phuong Hoang, Feida Zhu and Ee-Peng Lim Proc. of the 5th International Conference on Social Informatics. (SocInfo'13), Kyoto, Japan, November, 2013.
- "Social Listening for Customer Acquisition"
Juan DU, Biying TAN, Feida ZHU, and Ee-Peng LIM Proc. of the 5th International Conference on Social Informatics. (SocInfo'13), Kyoto, Japan, November, 2013.
- "CQARank: Jointly Model Topics and Expertise in Community Question Answering"
Liu YANG, Minghui QIU, Swapna GOTTIPATI, Feida ZHU, Jing JIANG, Huiping SUN, and Zhong
CHEN, 10/2013, ACM International Conference on Information and Knowledge Management
(CIKM 2013), San Francisco, USA
- "DelayFlow Centrality for Identifying Critical Nodes in Transportation Networks"
Yew-Yih CHENG, Roy Ka-Wei LEE, Ee Peng LIM, and Feida ZHU, 08/2013, The international conference
on Advances in Social Network Analysis and Mining (ASONAM 2013), Niagara Falls, Canada
- "FloTra: Flower-shape Trajectory Mining for Instance-specific Parameter Tuning"
Lindawati LINDAWATI, Feida ZHU, and Hoong Chuin LAU, 08/2013, The 10th edition of the Metaheuristics
International Conference (MIC 2013), Singapore
- "A Direct Mining Approach To Efficient Constrained Graph Pattern Discovery"
Feida Zhu, Zequn Zhang, Qiang Qu, 2013 ACM SIGMOD International Conference on Management of Data (SIGMOD'13), New York, USA, June, 2013.
- "Reviving Dormant Ties in an Online Social Network Experiment"
Ee-Peng Lim, Denzil Correa, David Lo, Michael Finegold, Feida Zhu, The 7th International AAAI Conference on Weblogs and Social Media (ICWSM'13), Boston, USA, July, 2013.
- "Real Time Event Detection in Twitter"
Xun Wang, Feida Zhu, Jing Jiang, Sujian Li, The 14th International Conference on Web-Age Information Management (WAIM'13), Beidaihe, China, June, 2013.
- "TwiCube: A Real-time Twitter Online Community Analysis Tool"
Juan Du, Wei Xie, Cheng Li, Feida Zhu and Ee-Peng Lim, The 18th International Conference on Database Systems for Advanced Applications (DASFAA'13), Wuhan, China, April, 2013.
(Best Demo Paper Runner-Up!)
- "Dynamic Label Propagation in Social Networks"
Juan Du, Feida Zhu and Ee-Peng Lim, The 18th International Conference on Database Systems for Advanced Applications (DASFAA'13), Wuhan, China, April, 2013.
- "It Is Not Just What We Say, But How We Say Them: LDA-based Behavior-Topic Model"
Minghui Qiu, Feida Zhu and Jing Jiang, 2013 SIAM International Conference on Data Mining (SDM'13), Austin, Texas, USA, May, 2013.
- "Automated Parameter Tuning Framework for Heterogeneous and Large Instances: Case study in Quadratic Assignment Problem"
LINDAWATI, Zhi Yuan, Hoong Chuin Lau, and Feida Zhu, Learning and Intelligent OptimizatioN Conference (LION'13), Catania, Italy, January, 2013.
- "Impact of Multimedia in Sina Weibo: Popularity and Life Span"
Xun Zhao, Feida Zhu, Weining Qian, and Aoying Zhou Proc. of the Joint Conference of the Sixth Chinese Semantic Web Symposium and the First Chinese Web Science Conference (CSWS & CWSC '12), Shenzheng, China, November, 2012.
- "Detecting Anomalies in Bipartite Graphs with Mutual Dependency Principles"
Hanbo Dai, Feida Zhu, Ee-Peng Lim, Hweehwa Pang Proc. of the 12th IEEE International Conference on Data Mining (ICDM'12), Brussels, Belgium, December, 2012.
- "A Survey of Recommender Systems in Twitter"
Su Mon Kywe, Ee-Peng Lim, Feida Zhu Proc. of the 4th International Conference on Social Informatics. (SocInfo'12), Lausanne, Switzerland, December, 2012.
- "On Recommending Hashtags in Twitter Networks"
Su Mon Kywe, Tuan-Anh Hoang, Ee-Peng Lim, Feida Zhu Proc. of the 4th International Conference on Social Informatics. (SocInfo'12), Lausanne, Switzerland, December, 2012.
- "Mining Coherent Anomaly Collections On Web Data"
Hanbo Dai, Feida Zhu, Ee-Peng Lim, Hweehwa Pang Proc. of the 21st Int. Conf. on Information and Knowledge Management (CIKM'12), Hawaii, USA, October, 2012.
- "In-Game Action List Segmentation and Labeling in Real-Time Strategy Games"
Wei Gong, Ee-Peng Lim, Feida Zhu, Palakorn Achananuparp, David Lo, Freddy Chong Tat Chua Proc. of the 8th IEEE Conference on Computational Intelligence and Games (CIG' 12), Granada, Spain, September, 2012.
- "Follow Link Seeking Strategy: A Pattern Based Approach"
Agus Trisnajaya Kwee, Ee-Peng Lim, Palakorn Achananuparp, Feida Zhu, Proc. of the 6th ACM workshop on Social Network Mining and Analysis (SNAKDD' 12), Beijing, August, 2012.
- "Collective Churn Prediction in Social Network"
Richard Oentaryo, Ee-Peng Lim, David Lo, Feida Zhu, Philips Prasetyo Proc. of the 4th Int. Conf. on Advances in Social Networks Analysis and Mining (ASONAM'12), Istanbul, Turkey, August, 2012.
- "Instance-specific Parameter Tuning via Constraint-based Clustering"
Lindawati, Hoongchuin Lau, Feida Zhu, Proc. of the 1st Int. Workshop on COmbining COnstraint solving with MIning and LEarning(CoCoMile' 12) joint with ECAI 2012, Montpellier, France, August, 2012.
- "Finding Bursty Topics From Microblogs"
Qiming Diao, Jing Jiang, Feida Zhu, Ee-Peng Lim Proc. of the 50th Annual Meeting of the Association for Computational Linguistics (ACL'12), Jeju Island, Korea, July, 2012.
- "When a Friend In Twitter is a Friend In Life"
Wei Xie, Cheng Li, Feida Zhu, Ee-Peng Lim, Xueqing Gong Proc. of the 4th ACM Int. Conf. on Web Science (WebSci' 12), Chicago, Illinois, USA, July, 2012.
- "Detecting Anomalous Twitter Users by Extreme Group Behaviors"
Hanbo Dai, Ee-Peng Lim, Feida Zhu, Hweehwa Pang Proc. of the 2012 ACM Int. Conf. on Net Science (NetSci' 12), Chicago, Illinois, USA, July, 2012.
- "Detecting Extreme Rank Anomalous Collections"
Hanbo Dai, Feida Zhu, Ee-Peng Lim, Hweehwa Pang Proc. of the 12th SIAM International Conference on Data Mining (SDM' 12), Anaheim, California, USA, April, 2012.
- "Mining Top-K Large Structural Patterns in a Massive Network"
Feida Zhu, Qiang Qu, David Lo, Xifeng Yan, Jiawei Han, Philip S. Yu Proc. of the 37th Int. Conf. on Very Large Data Bases (VLDB' 11): P. 807-818, Seattle, USA, August, 2011
- "On Modeling Virality of Twitter Content"
Tuan-Anh Hoang, Ee-Peng Lim, Palakorn Achananuparp, Jing Jiang, Feida Zhu Proc. of the 13th Int. Conf. on Asian Digital Libraries (ICADL'11), P. 212-221, Bejing, China, October, 2011
- "Efficient Topological OLAP on Information Networks"
Qiang Qu, Feida Zhu, Xifeng Yan, Jiawei Han, Philip S. Yu, Hongyan Li Proc. of the 16th Int. Conf. on Database Systems for Advanced Applications (DASFAA'11), P.389-403, Hong Kong, April, 2011
- "Mining Diversity On Networks"
Liu Lu, Feida Zhu, Chen Chen, Xifeng Yan, Jiawei Han, Philip S. Yu, and Shiqiang Yang Proc. of the 15th Int. Conf. on Database Systems for Advanced Applications (DASFAA'10), P. 384-398, Japan, April, 2010 (Acceptance rate: 23%)
- "Top-K Aggregation Queries over Large Networks"
Xifeng Yan, Bin He, Feida Zhu, and Jiawei Han Proc. of the 26th International Conference on Data Engineering (ICDE '10), USA, Mar. 2010 (Acceptance rate: 19%)
- "Graph OLAP: Towards Online Analytical Processing on Graphs"
Chen Chen, Xifeng Yan, Feida Zhu, Jiawei Han, and Philip S. Yu, Proc. of the 8th International Conference on Data Mining (ICDM'08), Pisa, Italy, Dec. 2008. (Acceptance rate: 9.7%)
-Selected as a best ICDM 2008 paper for publication in Knowledge and Information Systems (KAIS).
- "Text Cube: Computing IR Measures for Multidimensional Text Database Analysis"
Cindy Xide Lin, Bolin Ding, Jiawei Han, Feida Zhu, and Bo Zhao, Proc. of the 8th International Conference on Data Mining (ICDM'08), Pisa, Italy, Dec. 2008. (Acceptance rate: 19.9%)
- "Efficient Discovery of Frequent Approximate Sequential Patterns"
Feida Zhu, Xifeng Yan, Jiawei Han, and Philip S. Yu, Proc. of the 7th Int. Conf. on Data Mining (ICDM'07), Omaha, NE, Oct. 2007. (Acceptance rate: 19.1%)
- “gApprox: Mining Frequent Approximate Patterns from a Massive Network”
Chen Chen, Xifeng Yan, Feida Zhu, and Jiawei Han, Proc. of the 7th Int. Conf. on Data Mining (ICDM'07), Omaha, NE, Oct. 2007. (Acceptance rate: 19.1%)
- “gPrune: A Constraint Pushing Framework for Graph Pattern Mining”
Feida Zhu, Xifeng Yan, Jiawei Han, and Philip S. Yu, Proc. of the 11th Pacific-Asia Conf. on Knowledge Discovery and Data Mining (PAKDD'07), Nanjing, China, May 2007. (Acceptance rate: 4.66%)
(Best Student Paper Award!)
- “Mining Colossal Frequent Patterns by Core Pattern Fusion”
Feida Zhu, Xifeng Yan, Jiawei Han, Philip S. Yu, and Hong Cheng, Proc. of the 23th Int. Conf. on Data Engineering (ICDE'07), Istanbul, Turkey, April 2007. (Acceptance rate: 18.5%)
(Best Student Paper Award!)
- “Searching Substructures with Superimposed Distance”
Xifeng Yan, Feida Zhu, Jiawei Han, and Philip S. Yu, Proc. of the 22th Int. Conf. on Data Engineering (ICDE'06), Atlanta, Georgia, April 2006. (Acceptance rate: 19%)
Pinnacle Lab