| 2026 | AAAI | Breakable Machine: A K-12 Classroom Game for Transformative AI Literacy Through Spoofing and eXplainable AI (XAI). | Olli Hilke, Nicolas Pope, Juho Kahila, Henriikka Vartiainen, Teemu Roos, Tuomo Parkki, Matti Tedre |
| 2025 | AAAI | An XAI Social Media Platform for Teaching K-12 Students AI-Driven Profiling, Clustering, and Engagement-Based Recommending. | Nicolas Pope, Juho Kahila, Henriikka Vartiainen, Mohammed Saqr, Sonsoles Lpez-Pernas, Teemu Roos, Jari Laru, Matti Tedre |
| 2024 | ICALT | Exploring the Dynamics of Scaffolding in K-12 ML/AI Education: Insights from a Machine Learning Workshop. | Ilkka Jormanainen, Henriikka Vartiainen, Juho Kahila, Matti Tedre |
| 2024 | ICALT | An Educational Tool for Learning about Social Media Tracking, Profiling, and Recommendation. | Nicolas Pope, Juho Kahila, Jari Laru, Henriikka Vartiainen, Teemu Roos, Matti Tedre |
| 2024 | ICALT | A No-Code AI Education Tool for Learning AI in K-12 by Making Machine Learning-Driven Apps. | Nicolas Pope, Henriikka Vartiainen, Juho Kahila, Jari Laru, Matti Tedre |
| 2023 | ITiCSE | Generation AI: Participatory Machine Learning Co-Design Projects with K-9 Students in Finland. | Matti Tedre, Kati Mkitalo, Henriikka Vartiainen, Juho Kahila, Jari Laru, Megumi Iwata |
| 2022 | CHI | Interacting By Drawing: Introducing Machine Learning Ideas to Children at a K-9 Science Fair. | Tapani Toivonen, Ilkka Jormanainen, Matti Tedre, Radu Mariescu-Istodor, Teemu Valtonen, Henriikka Vartiainen, Juho Kahila |
| 2020 | FIE | Machine Learning Introduces New Perspectives to Data Agency in K - 12 Computing Education. | Matti Tedre, Henriikka Vartiainen, Juho Kahila, Tapani Toivonen, Ilkka Jormanainen, Teemu Valtonen |
| 2020 | FIE | Machine learning for middle-schoolers: Children as designers of machine-learning apps. | Henriikka Vartiainen, Tapani Toivonen, Ilkka Jormanainen, Juho Kahila, Matti Tedre, Teemu Valtonen |
| 2020 | ICALT | Co-Designing Machine Learning Apps in K-12 With Primary School Children. | Tapani Toivonen, Ilkka Jormanainen, Juho Kahila, Matti Tedre, Teemu Valtonen, Henriikka Vartiainen |