2025
AlgoPilot: Fully Autonomous Program Synthesis Without Human-Written Programs.
CoRR, January, 2025
2024
"Turing Tests" For An AI Scientist.
CoRR, 2024
Transformer-based Parameter Estimation in Statistics.
CoRR, 2024
Automated Discovery of Integral with Deep Learning.
CoRR, 2024
2011
FACTO: a fact lookup engine based on web tables.
Proceedings of the 20th International Conference on World Wide Web, 2011
Semi-supervised truth discovery.
Proceedings of the 20th International Conference on World Wide Web, 2011
Max margin learning on domain-independent web information extraction.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011
Topic modeling for named entity queries.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011
2010
Automatic extraction of clickable structured web contents for name entity queries.
Proceedings of the 19th International Conference on World Wide Web, 2010
Building taxonomy of web search intents for name entity queries.
Proceedings of the 19th International Conference on World Wide Web, 2010
Veracity Analysis and Object Distinction.
Proceedings of the Link Mining: Models, Algorithms, and Applications, 2010
Scalable Link-Based Similarity Computation and Clustering.
Proceedings of the Link Mining: Models, Algorithms, and Applications, 2010
2009
Exploring optimization of semantic relationship graph for multi-relational Bayesian classification.
Decis. Support Syst., 2009
Multiple intents re-ranking.
Proceedings of the 41st Annual ACM Symposium on Theory of Computing, 2009
2008
Truth Discovery with Multiple Conflicting Information Providers on the Web.
IEEE Trans. Knowl. Data Eng., 2008
Scalable mining and link analysis across multiple database relations.
SIGKDD Explor., 2008
BibNetMiner: mining bibliographic information networks.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2008
Exploring the Power of Heuristics and Links in Multi-relational Data Mining.
Proceedings of the Foundations of Intelligent Systems, 17th International Symposium, 2008
2007
Scalable Mining and Link Analysis Across Multiple Database Relations
PhD thesis, 2007
CrossClus: user-guided multi-relational clustering.
Data Min. Knowl. Discov., 2007
Object Distinction: Distinguishing Objects with Identical Names.
Proceedings of the 23rd International Conference on Data Engineering, 2007
2006
Efficient Classification across Multiple Database Relations: A CrossMine Approach.
IEEE Trans. Knowl. Data Eng., 2006
LinkClus: Efficient Clustering via Heterogeneous Semantic Links.
Proceedings of the 32nd International Conference on Very Large Data Bases, 2006
<i>VisFlowCluster-IP</i>: Connectivity-Based Visual Clustering of Network Hosts.
Proceedings of the Security and Privacy in Dynamic Environments, 2006
2005
Outsourcing Internet Security: Economic Analysis of Incentives for Managed Security Service Providers.
Proceedings of the Internet and Network Economics, First International Workshop, 2005
Searching for Related Objects in Relational Databases.
Proceedings of the 17th International Conference on Scientific and Statistical Database Management, 2005
Efficient Classification from Multiple Heterogeneous Databases.
Proceedings of the Knowledge Discovery in Databases: PKDD 2005, 2005
Cross-relational clustering with user's guidance.
Proceedings of the Eleventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2005
The Design of VisFlowConnect-IP: A Link Analysis System for IP Security Situational Awareness.
Proceedings of the 3rd IEEE International Workshop on Information Assurance (IWIA 2005), 2005
Monitormining: creating domain knowledge for system automation using a gray-box approach.
Proceedings of the Integrated Network Management, 2005
Mining Evolving Customer-Product Relationships in Multi-Dimensional Space.
Proceedings of the 21st International Conference on Data Engineering, 2005
2004
VisFlowConnect: netflow visualizations of link relationships for security situational awareness.
Proceedings of the 1st ACM Workshop on Visualization and Data Mining for Computer Security, 2004
VisFlowConnect: providing security situational awareness by visualizing network traffic flows.
Proceedings of the 23rd IEEE International Performance Computing and Communications Conference, 2004
CrossMine: Efficient Classification Across Multiple Database Relations.
Proceedings of the 20th International Conference on Data Engineering, 2004
2003
CPAR: Classification based on Predictive Association Rules.
Proceedings of the Third SIAM International Conference on Data Mining, 2003
Semantic image clustering using relevance feedback.
Proceedings of the 2003 International Symposium on Circuits and Systems, 2003
2002
A New Textual/Non-Textual Classifier for Document Skew Correction.
Proceedings of the 16th International Conference on Pattern Recognition, 2002