| 2025 | EMNLP | From Capabilities to Performance: Evaluating Key Functional Properties of LLM Architectures in Penetration Testing. | Lanxiao Huang, Daksh Dave, Tyler Cody, Peter A. Beling, Ming Jin |
| 2025 | EMNLP | GENUINE: Graph Enhanced Multi-level Uncertainty Estimation for Large Language Models. | Tuo Wang, Adithya Kulkarni, Tyler Cody, Peter A. Beling, Yujun Yan, Dawei Zhou |
| 2025 | ICDM | Measuring Resilience from Cascading Transfer Learning in Manufacturing Systems. | Tyler Cody, Peter A. Beling |
| 2024 | RO-MAN | Action Over Words: Predicting Human Trust in AI Partners Through Gameplay Behaviors. | Kiana Jafari Meimandi, Matthew L. Bolton, Peter A. Beling |
| 2023 | ICMLA | Transfer Distance and Operating Envelopes to Detect Non-Stationarity in Cyber Environments. | Stephen C. Adams, Tyler Cody, Ramin Salman Roughani, Peter A. Beling |
| 2022 | ICMLA | Exposing Surveillance Detection Routes via Reinforcement Learning, Attack Graphs, and Cyber Terrain. | Lanxiao Huang, Tyler Cody, Christopher Redino, Abdul Rahman, Akshay Kakkar, Deepak Kushwaha, Cheng Wang, Ryan Clark, Daniel Radke, Peter A. Beling, Edward Bowen |
| 2022 | ICMLA | Active Learning with Combinatorial Coverage. | Sai Prathyush Katragadda, Tyler Cody, Peter A. Beling, Laura J. Freeman |
| 2022 | WSC | Identifying Correlates of Emergent Behaviors in Agent-Based Simulation Models Using Inverse Reinforcement Learning. | Faraz Dadgostari, Samarth Swarup, Stephen C. Adams, Peter A. Beling, Henning S. Mortveit |
| 2021 | AAAI | Value-Decomposition Multi-Agent Actor-Critics. | Jianyu Su, Stephen C. Adams, Peter A. Beling |
| 2021 | ICMLA | Trade-offs in Metric Learning for Bearing Fault Diagnosis. | Tyler Cody, Stephen C. Adams, Peter A. Beling |
| 2021 | ICONIP | An Agent-Based Market Simulator for Back-Testing Deep Reinforcement Learning Based Trade Execution Strategies. | Siyu Lin, Peter A. Beling |
| 2021 | SMC | Pareto-Optimal Active Learning with Cost. | Stephen C. Adams, Tyler Cody, Peter A. Beling |
| 2021 | SMC | Inverse Reinforcement Learning for Strategy Identification. | Mark Rucker, Stephen C. Adams, Roy Hayes, Peter A. Beling |
| 2020 | IJCAI | An End-to-End Optimal Trade Execution Framework based on Proximal Policy Optimization. | Siyu Lin, Peter A. Beling |
| 2020 | SENSYS | Is my sensor sleeping, hibernating, or broken?: A data-driven monitoring system for indoor energy harvesting sensors. | Alan Wang, Jianyu Su, Arsalan Heydarian, Bradford Campbell, Peter A. Beling |
| 2019 | ICMLA | Active Learning to Improve Static Analysis. | Maxwell Berman, Stephen C. Adams, Tim Sherburne, Cody H. Fleming, Peter A. Beling |
| 2018 | TrustCom | Model-Based Trust Assessment for Internet of Things Networks. | Stephen C. Adams, Peter A. Beling, Steven Greenspan, Maria C. Velez-Rojas, Serge Mankovski |
| 2018 | TrustCom | Selecting System Specific Cybersecurity Attack Patterns Using Topic Modeling. | Stephen C. Adams, Bryan T. Carter, Cody H. Fleming, Peter A. Beling |
| 2018 | TrustCom | Privacy Preserving Distributed Deep Learning and Its Application in Credit Card Fraud Detection. | Yang Wang, Stephen C. Adams, Peter A. Beling, Steven Greenspan, Sridhar Rajagopalan, Maria C. Velez-Rojas, Serge Mankovski, Steven M. Boker, Donald E. Brown |
| 2018 | SDM | Cost-sensitive Classifier Selection when there is Additional Cost Information. | Ryan Meekins, Stephen C. Adams, Peter A. Beling, Kevin Farinholt, Nathan Hipwell, Ali Chaudhry, Sherwood Polter, Qing Dong |
| 2017 | ICDM | An Empirical Evaluation of Techniques for Feature Selection with Cost. | Stephen C. Adams, Ryan Meekins, Peter A. Beling |
| 2017 | WSC | Agent-based model construction using inverse reinforcement learning. | Kamwoo Lee, Mark Rucker, William T. Scherer, Peter A. Beling, Matthew S. Gerber, Hyojung Kang |
| 2015 | PAAMS | Agent-Based Model for Order Routing and Financial Market Integration. | Andrew Todd, Peter A. Beling, William T. Scherer |
| 2014 | IJCNN | Algorithmic trading behavior identification using reward learning method. | Steve Y. Yang, Qifeng Qiao, Peter A. Beling, William T. Scherer |
| 2014 | IECON | Statistical models of horizontal and vertical stochastic noise for the Microsoft Kinect™ sensor. | Benjamin Choo, Michael D. DeVore, Peter A. Beling |
| 2014 | IECON | Efficacy of statistical model-based pose estimation of rigid objects with corresponding CAD models using commodity depth sensors. | Michael J. Landau, Peter A. Beling, Michael D. DeVore |
| 2014 | WSC | Computational intelligence in financial engineering trading competition: a system for project-based learning. | Nachapon Chaidarun, Scott Tepsuporn, Roy Hayes, Peter A. Beling, William T. Scherer, Stefano Grazioli |
| 2014 | WSC | The need for a real time strategy game language. | Roy Hayes, Peter A. Beling, William T. Scherer |
| 2014 | WSC | An agent-based financial simulation for use by researchers. | Roy Hayes, Andrew Todd, Nachapon Chaidarun, Scott Tepsuporn, Peter A. Beling, William T. Scherer |
| 2012 | WSC | Agent based model of the e-mini future: application for policy making. | Roy Hayes, Mark E. Paddrik, Andrew Todd, Steve Y. Yang, Peter A. Beling, William T. Scherer |
| 2011 | AIED | Classroom Video Assessment and Retrieval via Multiple Instance Learning. | Qifeng Qiao, Peter A. Beling |
| 2009 | ICDM | Localized Content Based Image Retrieval with Self-Taught Multiple Instance Learning. | Qifeng Qiao, Peter A. Beling |
| 2003 | SMC | Machine quantification of text-based economic reports for use in predictive modeling. | Lu Gao, Peter A. Beling |
| 2000 | SMC | Contribution-based approach for feature selection in linear programming-based models. | Venkat Chalasani, Peter A. Beling |
| 2000 | SMC | Optimization based decision trees for multi-modal problems. | Venkat Chalasani, Peter A. Beling |
| 2000 | SMC | A meta-Gaussian approach to learning non-Gaussian Bayesian network structure. | Hui Zhu, Peter A. Beling |
| 1998 | SMC | A fast symmetric penalty algorithm for the linear complementarity problem. | Peter A. Beling, Sushil Verma |
| 1998 | SMC | Tensored nearest-neighbor classifiers. | Venkat Chalasani, Peter A. Beling |
| 1998 | SMC | Optimization based classifiers for road extraction. | Venkat Chalasani, Peter A. Beling |
| 1998 | SMC | Induction of rule-based scoring functions. | Silla Mullei, Peter A. Beling |
| 1998 | SMC | Hybrid evolutionary algorithms for a multiobjective financial problem. | Silla Mullei, Peter A. Beling |
| 1998 | SMC | A heuristic for the topological design of two-tiered networks. | Luong Tran, Peter A. Beling |
| 1997 | STOC | Combinatorial Complexity of the Central Curve. | Peter A. Beling, Sushil Verma |
| 1992 | STOC | Polynomial Algorithms for Linear Programming over the Algebraic Numbers | Ilan Adler, Peter A. Beling |
| 1991 | FOCS | Polynomial Algorithms for LP over a Subring of the Algebraic Integers with Applications to LP with Circulant Matrices | Ilan Adler, Peter A. Beling |