| 2023 | CHI | Structural Equation Modeling in HCI Research using SEMinR. | Andr Calero Valdez, Lilian Kojan, Nicholas Patrick Danks, Soumya Ray |
| 2023 | ICIS | Predictive Validation of Interaction Terms in PLS-SEM. | Nicholas P. Danks, Soumya Ray |
| 2022 | AAAI | Inferring Multiple Tissue Properties from Magnetic Resonance Fingerprinting Images. | Naren Nallapareddy, Soumya Ray |
| 2022 | ACL | Hybrid Semantics for Goal-Directed Natural Language Generation. | Connor Baumler, Soumya Ray |
| 2021 | ACL | Happy Dance, Slow Clap: Using Reaction GIFs to Predict Induced Affect on Twitter. | Boaz Shmueli, Soumya Ray, Lun-Wei Ku |
| 2021 | NAACL | Beyond Fair Pay: Ethical Implications of NLP Crowdsourcing. | Boaz Shmueli, Jan Fell, Soumya Ray, Lun-Wei Ku |
| 2020 | EMNLP | Reactive Supervision: A New Method for Collecting Sarcasm Data. | Boaz Shmueli, Lun-Wei Ku, Soumya Ray |
| 2018 | AAAI | Gesture Annotation With a Visual Search Engine for Multimodal Communication Research. | Sergiy Turchyn, Ins Olza Moreno, Cristbal Pagn Cnovas, Francis F. Steen, Mark Turner, Javier Valenzuela, Soumya Ray |
| 2017 | ICDM | An Analysis of Boosted Linear Classifiers on Noisy Data with Applications to Multiple-Instance Learning. | Rui Liu, Soumya Ray |
| 2016 | AAAI | Automated Volumetric Intravascular Plaque Classification Using Optical Coherence Tomography (OCT). | Ronny Shalev, Daisuke Nakamura, Setsu Nishino, Andrew M. Rollins, Hiram G. Bezerra, David L. Wilson, Soumya Ray |
| 2016 | ACL | Scaling a Natural Language Generation System. | Jonathan Pfeil, Soumya Ray |
| 2016 | ICML | On the Consistency of Feature Selection With Lasso for Non-linear Targets. | Yue Zhang, Weihong Guo, Soumya Ray |
| 2016 | IJCAI | A Unifying Framework for Learning Bag Labels from Generalized Multiple-Instance Data. | Gary Doran, Andrew Latham, Soumya Ray |
| 2015 | ICSE | Fault Localization in Embedded Control System Software. | Kai Liang, Zhuofu Bai, Murat Cenk Cavusoglu, Andy Podgurski, Soumya Ray |
| 2014 | AAAI | Learning Instance Concepts from Multiple-Instance Data with Bags as Distributions. | Gary Doran, Soumya Ray |
| 2014 | ACL | A Decision-Theoretic Approach to Natural Language Generation. | Nathan McKinley, Soumya Ray |
| 2013 | AAAI | SMILe: Shuffled Multiple-Instance Learning. | Gary Doran, Soumya Ray |
| 2013 | IAAI | Detection and Prediction of Adverse and Anomalous Events in Medical Robots. | Kai Liang, Feng Cao, Zhuofu Bai, Mark Renfrew, Murat Cenk Cavusoglu, Andy Podgurski, Soumya Ray |
| 2012 | ICST | CARIAL: Cost-Aware Software Reliability Improvement with Active Learning. | Boya Sun, Gang Shu, Andy Podgurski, Soumya Ray |
| 2011 | PAM | Can Network Characteristics Detect Spam Effectively in a Stand-Alone Enterprise? | Tu Ouyang, Soumya Ray, Michael Rabinovich, Mark Allman |
| 2010 | ISSRE | Improving the Precision of Dependence-Based Defect Mining by Supervised Learning of Rule and Violation Graphs. | Boya Sun, Andy Podgurski, Soumya Ray |
| 2008 | ICML | Automatic discovery and transfer of MAXQ hierarchies. | Neville Mehta, Soumya Ray, Prasad Tadepalli, Thomas G. Dietterich |
| 2007 | ICML | An integrated approach to feature invention and model construction for drug activity prediction. | Jesse Davis, Vtor Santos Costa, Soumya Ray, David Page |
| 2007 | ICML | Multi-task reinforcement learning: a hierarchical Bayesian approach. | Aaron Wilson, Alan Fern, Soumya Ray, Prasad Tadepalli |
| 2007 | UAI | Learning Bayesian Network Structure from Correlation-Immune Data. | Eric Lantz, Soumya Ray, David Page |
| 2005 | ICML | Supervised versus multiple instance learning: an empirical comparison. | Soumya Ray, Mark Craven |
| 2005 | ICML | Generalized skewing for functions with continuous and nominal attributes. | Soumya Ray, David Page |
| 2005 | ICML | Why skewing works: learning difficult Boolean functions with greedy tree learners. | Bernard Rosell, Lisa Hellerstein, Soumya Ray, David Page |
| 2004 | ICML | Sequential skewing: an improved skewing algorithm. | Soumya Ray, David Page |
| 2003 | IJCAI | Skewing: An Efficient Alternative to Lookahead for Decision Tree Induction. | David Page, Soumya Ray |
| 2003 | IJCAI | Hierarchical Hidden Markov Models for Information Extraction. | Marios Skounakis, Mark Craven, Soumya Ray |
| 2001 | ICML | Multiple Instance Regression. | Soumya Ray, David Page |
| 2001 | IJCAI | Representing Sentence Structure in Hidden Markov Models for Information Extraction. | Soumya Ray, Mark Craven |