| 2026 | LAK | Practice as the Key to Success: Understanding the Role of Prior Knowledge, Affective States and Learning Resources in Computer Science Education. | Andres Felipe Zambrano, Jiayi Zhang, Maciej Pankiewicz, Ryan S. Baker |
| 2025 | AIED | Usage Patterns and Performance Gains in Gamified Online Judges: A Data-Driven Analysis Informed by Cognitive Psychology in CS1. | Luiz A. L. Rodrigues, Andres Felipe Zambrano, Maciej Pankiewicz, Amanda Barany, Ryan Baker |
| 2025 | EDM | srcML-DKT: Enhancing Deep Knowledge Tracing with Robust Code Representations from srcML. | Maciej Pankiewicz, Yang Shi, Ryan S. Baker |
| 2024 | EDM | Leveraging Large Language Models for Next-Generation Educational Technologies. | Neil T. Heffernan, Rose E. Wang, Christopher MacLellan, Arto Hellas, Chenglu Li, Candace A. Walkington, Joshua Littenberg-Tobias, David Joyner, Steven Moore, Adish Singla, Zach A. Pardos, Maciej Pankiewicz, Juho Kim, Shashank Sonkar, Clayton Cohn, Anthony Botelho, Andrew S. Lan, Lan Jiang, Mingyu Feng, Tanja Kser, Eamon Worden |
| 2024 | EDM | De-Identifying Student Personally Identifying Information with GPT-4. | Shreya Singhal, Andres Felipe Zambrano, Maciej Pankiewicz, Xiner Liu, Chelsea Porter, Ryan S. Baker |
| 2024 | ITiCSE | Navigating Compiler Errors with AI Assistance - A Study of GPT Hints in an Introductory Programming Course. | Maciej Pankiewicz, Ryan Shaun Baker |
| 2024 | ITiCSE | Comparison of Three Programming Error Measures for Explaining Variability in CS1 Grades. | Valdemar Svbensk, Maciej Pankiewicz, Jiayi Zhang, Elizabeth B. Cloude, Ryan Shaun Baker, Eric Fouh |
| 2024 | ITiCSE | Ordered Network Analysis in CS Education: Unveiling Patterns of Success and Struggle in Automated Programming Assessment. | Andres Felipe Zambrano, Maciej Pankiewicz, Amanda Barany, Ryan Shaun Baker |
| 2023 | AIED | Using Intelligent Tutoring on the First Steps of Learning to Program: Affective and Learning Outcomes. | Maciej Pankiewicz, Ryan Baker, Jaclyn Ocumpaugh |
| 2023 | ICCE | Measuring Self-regulated Learning Processes in Computer Science Education. | Elizabeth B. Cloude, Ryan S. Baker, Maciej Pankiewicz |
| 2023 | ICCE | Large Language Models (GPT) for automating feedback on programming assignments. | Maciej Pankiewicz, Ryan S. Baker |
| 2021 | ITiCSE | Assessing the Cold Start Problem in Adaptive Systems. | Maciej Pankiewicz |
| 2021 | ITiCSE | On-the-fly Estimation of Task Difficulty for Item-based Adaptive Online Learning Environments. | Maciej Pankiewicz, Marcin Bator |
| 2020 | EDM | Measuring task difficulty for online learning environments where multiple attempts are allowed - the Elo rating algorithm approach. | Maciej Pankiewicz |
| 2020 | ICCE | A warm-up for adaptive online learning environments - the Elo rating approach for assessing the cold start problem. | Maciej Pankiewicz |