| 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 |
| 2025 | ICML | LensLLM: Unveiling Fine-Tuning Dynamics for LLM Selection. | Xinyue Zeng, Haohui Wang, Junhong Lin, Jun Wu, Tyler Cody, Dawei Zhou |
| 2024 | ICML | EvoluNet: Advancing Dynamic Non-IID Transfer Learning on Graphs. | Haohui Wang, Yuzhen Mao, Yujun Yan, Yaoqing Yang, Jianhui Sun, Kevin Choi, Balaji Veeramani, Alison Hu, Edward Bowen, Tyler Cody, Dawei Zhou |
| 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 |
| 2023 | ICST | Metric Learning Improves the Ability of Combinatorial Coverage Metrics to Anticipate Classification Error. | Tyler Cody, Laura J. Freeman |
| 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 | ICST | Systematic Training and Testing for Machine Learning Using Combinatorial Interaction Testing. | Tyler Cody, Erin Lanus, Daniel D. Doyle, Laura J. Freeman |
| 2021 | ICMLA | Trade-offs in Metric Learning for Bearing Fault Diagnosis. | Tyler Cody, Stephen C. Adams, Peter A. Beling |
| 2021 | SMC | Pareto-Optimal Active Learning with Cost. | Stephen C. Adams, Tyler Cody, Peter A. Beling |