| 2026 | EDBT | A vision for sustainable, equitable healthcare applications with XAI and transfer learning to augment neural models. | Aparna S. Varde, Benjamin Schnack Brandt Rasmussen |
| 2025 | CHASE | Demo: A Framework for Ranking The Clinical Trials with Large Language Model Prompting. | Shibbir Ahmed Arif, Anand Gopeekrishnan, Hao Liu, Aparna S. Varde |
| 2025 | ICDM | Geospatial Data Mining for Turbine Layout and Energy Forecasting in Offshore Wind Farms. | Cristian Noriega Monsalve, Aparna S. Varde, Stefan A. Robila |
| 2023 | ICTAI | Hybrid CNN-LSTM and Domain Modeling in Climate-Energy Analysis for a Smart Environment. | Sarahana Shrestha, Brian Buckley, Aparna S. Varde, Daniel Cwynar |
| 2023 | WWW | Extracting Cultural Commonsense Knowledge at Scale. | Tuan-Phong Nguyen, Simon Razniewski, Aparna S. Varde, Gerhard Weikum |
| 2023 | WWW | Temporal Ordinance Mining for Event-Driven Social Media Reaction Analytics. | Aparna S. Varde, Gerard de Melo, Boxiang Dong |
| 2022 | EDBT | A Framework for German-English Machine Translation with GRU RNN. | Levi Corallo, Guanghui Li, Kenna Reagan, Abhishek Saxena, Aparna S. Varde, Brandon Wilde |
| 2022 | EDBT | CSK-SNIFFER: Commonsense Knowledge for Sniffing Object Detection Errors. | Anurag Garg, Niket Tandon, Aparna S. Varde |
| 2022 | ICTAI | Enriching Smart Cities by Optimizing Electric Vehicle Ride-Sharing through Game Theory. | Darko Radakovic, Anuradha Singh, Aparna S. Varde, Pankaj Lal |
| 2021 | WSDM | Information to Wisdom: Commonsense Knowledge Extraction and Compilation. | Simon Razniewski, Niket Tandon, Aparna S. Varde |
| 2020 | AAAI | I Am Guessing You Can't Recognize This: Generating Adversarial Images for Object Detection Using Spatial Commonsense (Student Abstract). | Anurag Garg, Niket Tandon, Aparna S. Varde |
| 2020 | ICTAI | Using Commonsense Knowledge and Text Mining for Implicit Requirements Localization. | Onyeka Emebo, Aparna S. Varde, Vaibhav K. Anu, Niket Tandon, Olawande J. Daramola |
| 2018 | ICTAI | Object Detection with Neural Models, Deep Learning and Common Sense to Aid Smart Mobility. | Abidha Pandey, Manish Puri, Aparna S. Varde |
| 2018 | ICTAI | Smart Governance Through Opinion Mining of Public Reactions on Ordinances. | Manish Puri, Aparna S. Varde, Xu Du, Gerard de Melo |
| 2018 | WWW | Mapping Ordinances and Tweets using Smart City Characteristics to Aid Opinion Mining. | Manish Puri, Xu Du, Aparna S. Varde, Gerard de Melo |
| 2017 | ICTAI | Enhancing Autonomous Vehicles with Commonsense: Smart Mobility in Smart Cities. | Priya Persaud, Aparna S. Varde, Stefan A. Robila |
| 2016 | ICDE | Air quality assessment from social media and structured data: Pollutants and health impacts in urban planning. | Xu Du, Onyeka Emebo, Aparna S. Varde, Niket Tandon, Sreyasi Nag Chowdhury, Gerhard Weikum |
| 2015 | DASFAA | Scalable Learning Technologies for Big Data Mining. | Gerard de Melo, Aparna S. Varde |
| 2014 | CIKM | PIKM 2014: The 7th ACM Workshop for Ph.D. Students in Information and Knowledge Management. | Gerard de Melo, Mouna Kacimi, Aparna S. Varde |
| 2013 | ICDM | Cloud Based Predictive Analytics: Text Classification, Recommender Systems and Decision Support. | Klavdiya Hammond, Aparna S. Varde |
| 2013 | ICDM | Decision Support in Data Centers for Sustainability. | Michael J. Pawlish, Aparna S. Varde, Stefan A. Robila |
| 2012 | CIKM | Cloud computing for environment-friendly data centers. | Michael J. Pawlish, Aparna S. Varde, Stefan A. Robila |
| 2012 | CIKM | PIKM 2012: 5th ACM workshop for PhD students in information and knowledge management. | Aparna S. Varde, Fabian M. Suchanek |
| 2011 | EDBT | SITAC: discovering | Amal Chaminda Kaluarachchi, Debjani Roychoudhury, Aparna S. Varde, Gerhard Weikum |
| 2011 | EDBT | The hidden web, XML and the Semantic Web: scientific data management perspectives. | Fabian M. Suchanek, Aparna S. Varde, Richi Nayak, Pierre Senellart |
| 2011 | ICDM | The Deployment of MML for Data Analytics over the Cloud. | Jonathan Tancer, Aparna S. Varde |
| 2011 | SDM | Chernoff Dimensionality Reduction-Where Fisher Meets FKT. | Jing Peng, Guna Seetharaman, Stefan A. Robila, Aparna S. Varde, Wei Fan |
| 2010 | AAAI | Intelligent Time-Aware Query Translation for Text Sources. | Amal Chaminda Kaluarachchi, Aparna S. Varde, Jing Peng, Anna Feldman |
| 2010 | CIKM | Incorporating terminology evolution for query translation in text retrieval with association rules. | Amal Chaminda Kaluarachchi, Aparna S. Varde, Srikanta J. Bedathur, Gerhard Weikum, Jing Peng, Anna Feldman |
| 2010 | CIKM | PIKM 2010: ACM workshop for ph.d. students in information and knowledge management. | Anisoara Nica, Aparna S. Varde |
| 2010 | CIKM | A decision support system for green data centers. | Michael J. Pawlish, Aparna S. Varde |
| 2010 | FlAIRS | Automatic Classification of Article Errors in L2 Written English. | Aliva M. Pradhan, Aparna S. Varde, Jing Peng, Eileen Fitzpatrick |
| 2009 | DASFAA | Knowledge Discovery over the Deep Web, Semantic Web and XML. | Aparna S. Varde, Fabian M. Suchanek, Richi Nayak, Pierre Senellart |
| 2008 | DEXA | Component Selection to Optimize Distance Function Learning in Complex Scientific Data Sets. | Aparna S. Varde, Stephen Bique, Elke A. Rundensteiner, David C. Brown, Jianyu Liang, Richard D. Sisson Jr., Ehsan Sheybani, Brian Sayre |
| 2007 | ICDE | Learning the Relative Importance of Features in Image Data. | Aparna S. Varde, Elke A. Rundensteiner, Giti Javidi, Ehsan Sheybani, Jianyu Liang |
| 2007 | SIGMOD | AutoDomainMine: a graphical data mining system for process optimization. | Aparna S. Varde, Elke A. Rundensteiner, Richard D. Sisson Jr. |
| 2006 | AAAI | Integrating Clustering and Classification for Estimating Process Variables in Materials Science. | Aparna S. Varde, Elke A. Rundensteiner, Carolina Ruiz, David C. Brown, Mohammed Maniruzzaman, Richard D. Sisson Jr. |
| 2006 | CIKM | Designing semantics-preserving cluster representatives for scientific input conditions. | Aparna S. Varde, Elke A. Rundensteiner, Carolina Ruiz, David C. Brown, Mohammed Maniruzzaman, Richard D. Sisson Jr. |
| 2006 | ICDCIT | Mining Images of Material Nanostructure Data. | Aparna S. Varde, Jianyu Liang, Elke A. Rundensteiner, Richard D. Sisson Jr. |
| 2005 | KDD | Learning semantics-preserving distance metrics for clustering graphical data. | Aparna S. Varde, Elke A. Rundensteiner, Carolina Ruiz, Mohammed Maniruzzaman, Richard D. Sisson Jr. |
| 2002 | DEXA | MEDWRAP: Consistent View Maintenance over Distributed Multi-relation Sources. | Aparna S. Varde, Elke A. Rundensteiner |