| 2019 | DSAA | Analyzing Driving Data using the ADAPT Distributed Analytics Platform for Connected Vehicles. | Hillol Kargupta, Priyanka Kargupta |
| 2010 | KDD | The next generation of transportation systems, greenhouse emissions, and data mining. | Hillol Kargupta, Joo Gama, Wei Fan |
| 2010 | KDD | MineFleet: an overview of a widely adopted distributed vehicle performance data mining system. | Hillol Kargupta, Kakali Sarkar, Michael Gilligan |
| 2009 | ICDM | TagLearner: A P2P Classifier Learning System from Collaboratively Tagged Text Documents. | Haimonti Dutta, Xianshu Zhu, Tushar Mahule, Hillol Kargupta, Kirk D. Borne, Codrina Lauth, Florian Holz, Gerhard Heyer |
| 2009 | ISI | Assured Information Sharing Life Cycle. | Tim Finin, Anupam Joshi, Hillol Kargupta, Yelena Yesha, Joel Sachs, Elisa Bertino, Ninghui Li, Chris Clifton, Gene Spafford, Bhavani Thuraisingham, Murat Kantarcioglu, Alain Bensoussan, Nathan Berg, Latifur Khan, Jiawei Han, ChengXiang Zhai, Ravi S. Sandhu, Shouhuai Xu, Jim Massaro, Lada A. Adamic |
| 2009 | SDM | Scalable Distributed Change Detection from Astronomy Data Streams Using Local, Asynchronous Eigen Monitoring Algorithms. | Kamalika Das, Kanishka Bhaduri, Sugandha Arora, Wesley Griffin, Kirk D. Borne, Chris Giannella, Hillol Kargupta |
| 2008 | EuroPar | Topic 5: Parallel and Distributed Databases. | Domenico Talia, Josep Llus Larriba-Pey, Hillol Kargupta, Esther Pacitti |
| 2008 | ICDM | Distributed Linear Programming and Resource Management for Data Mining in Distributed Environments. | Haimonti Dutta, Hillol Kargupta |
| 2008 | SDM | An Efficient Local Algorithm for Distributed Multivariate Regression in Peer-to-Peer Networks. | Kanishka Bhaduri, Hillol Kargupta |
| 2007 | ICDCS | Uniform Data Sampling from a Peer-to-Peer Network. | Souptik Datta, Hillol Kargupta |
| 2007 | SDM | Distributed Top-K Outlier Detection from Astronomy Catalogs using the DEMAC System. | Haimonti Dutta, Chris Giannella, Kirk D. Borne, Hillol Kargupta |
| 2006 | ICDCS | In-Network Outlier Detection in Wireless Sensor Networks. | Joel W. Branch, Boleslaw K. Szymanski, Chris Giannella, Ran Wolff, Hillol Kargupta |
| 2006 | SDM | K-Means Clustering Over a Large, Dynamic Network. | Souptik Datta, Chris Giannella, Hillol Kargupta |
| 2006 | SDM | Local L2-Thresholding Based Data Mining in Peer-to-Peer Systems. | Ran Wolff, Kanishka Bhaduri, Hillol Kargupta |
| 2005 | EuroPar | Topic 5 - Parallel and Distributed Databases, Data Mining and Knowledge Discovery. | Domenico Talia, Hillol Kargupta, Patrick Valduriez, Rui Camacho |
| 2005 | HiPC | Orthogonal Decision Trees for Resource-Constrained Physiological Data Stream Monitoring Using Mobile Devices. | Haimonti Dutta, Hillol Kargupta, Anupam Joshi |
| 2004 | ICDM | Communication Efficient Construction of Decision Trees Over Heterogeneously Distributed Data. | Chris Giannella, Kun Liu, Todd Olsen, Hillol Kargupta |
| 2004 | ICDM | Orthogonal Decision Trees. | Hillol Kargupta, Haimonti Dutta |
| 2004 | ICDM | Privacy-Sensitive Bayesian Network Parameter Learning. | Da Meng, Krishnamoorthy Sivakumar, Hillol Kargupta |
| 2004 | SDM | VEDAS: A Mobile and Distributed Data Stream Mining System for Real-Time Vehicle Monitoring. | Hillol Kargupta, Ruchita Bhargava, Kun Liu, Michael Powers, Patrick Blair, Samuel Bushra, James Dull, Kakali Sarkar, Martin Klein, Mitesh Vasa, David Handy |
| 2003 | ICDM | On the Privacy Preserving Properties of Random Data Perturbation Techniques. | Hillol Kargupta, Souptik Datta, Qi Wang, Krishnamoorthy Sivakumar |
| 2003 | ISI | Privacy Sensitive Distributed Data Mining from Multi-party Data. | Hillol Kargupta, Kun Liu, Jessica Ryan |
| 2001 | ICDM | Distributed Web Mining Using Bayesian Networks from Multiple Data Streams. | Rong Chen, Krishnamoorthy Sivakumar, Hillol Kargupta |
| 2001 | ICDM | Mining Decision Trees from Data Streams in a Mobile Environment. | Hillol Kargupta, Byung-Hoon Park |
| 2001 | KDD | Data mining "to go": ubiquitous KDD for mobile and distributed environments. | Hillol Kargupta, Anupam Joshi |
| 2001 | SDM | A Fourier Analysis Based Approach to Learning Decision Trees in a Distributed Environment. | Byung-Hoon Park, Rajeev Ayyagari, Hillol Kargupta |
| 2000 | GECCO | Computation in Genetic Code-Like Transformations. | Hillol Kargupta |
| 2000 | KDD | Distributed and parallel knowledge discovery (workshop session - title only). | Hillol Kargupta, Philip Chan, Vipin Kumar, Zoran Obradovic |
| 2000 | PPSN | The Genetic Code-Like Transformations and Their Effect on Learning Functions. | Hillol Kargupta |
| 1999 | KDD | Collective, Hierarchical Clustering from Distributed, Heterogeneous Data. | Erik L. Johnson, Hillol Kargupta |
| 1998 | PPSN | Further Experimentations on the Scalability of the GEMGA. | Hillol Kargupta, Sanghamitra Bandyopadhyay |
| 1997 | AMIA | Web Based Parallel/Distributed Medical Data Mining Using Software Agents. | Hillol Kargupta, Brian Stafford, Ilker Hamzaoglu |
| 1997 | KDD | Scalable, Distributed Data Mining - An Agent Architecture. | Hillol Kargupta, Ilker Hamzaoglu, Brian Stafford |
| 1996 | FOGA | SEARCH, Blackbox Optimization, And Sample Complexity. | Hillol Kargupta, David E. Goldberg |
| 1996 | ICEC | The Performance of the Gene Expression Messy Genetic Algorithm On Real Test Functions. | Hillol Kargupta |
| 1996 | ICEC | The Gene Expression Messy Genetic Algorithm. | Hillol Kargupta |
| 1996 | ICEC | Polynominal Complexity Blackbox Search: Lessons From the SEARCH Framework. | Hillol Kargupta, David E. Goldberg |
| 1992 | PPSN | Ordering Genetic Algorithms and Deception. | Hillol Kargupta, Kalyanmoy Deb, David E. Goldberg |