Juho Leinonen

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Hello! I’m a tenure-track assistant professor and an academy research fellow at the Department of Computer Science at Aalto University. Previously, I was a postdoc at The University of Auckland, Aalto University, and the University of Helsinki, where I also completed my PhD in 2019. I also hold the title of docent from the University of Helsinki.

The key question that my research seeks to answer is how to best support and engage diverse learner populations with educational technology and artificial intelligence. My research tackles this challenge in three intertwined ways: 1) by developing deeper insights into students’ learning through fine-grained learning analytics; 2) by utilizing educational technology, artificial intelligence, and large language models to support both students and teachers; and 3) by leveraging learnersourcing to create ample learning opportunities tailored to distinct student needs.

If you’re interested in chatting more about these topics, feel free to get in touch!

Selected publications

  1. :trophy:
    Probing the Unknown: Exploring Student Interactions with Probeable Problems at Scale in Introductory Programming
    Paul Denny, Viraj Kumar, Stephen MacNeil, James Prather, and Juho Leinonen
    In Proceedings of the 30th ACM Conference on Innovation and Technology in Computer Science Education V. 1 2025
    Best Research Paper of 2025 Award at the GenAI in CS Education Workshop: Practice and Research (AICSEPAR) 2026

  2. Computing Education in the Era of Generative AI
    Paul Denny, James Prather, Brett A Becker, James Finnie-Ansley, Arto Hellas, Juho Leinonen, Andrew Luxton-Reilly, Brent N Reeves, Eddie Antonio Santos, and Sami Sarsa
    Communications of the ACM 2024

  3. The Robots Are Here: Navigating the Generative AI Revolution in Computing Education
    James Prather, Paul Denny, Juho Leinonen, Brett A Becker, Ibrahim Albluwi, Michelle Craig, Hieke Keuning, Natalie Kiesler, Tobias Kohn, Andrew Luxton-Reilly, Stephen MacNeil, Andrew Petersen, Raymond Pettit, Brent N Reeves, and Jaromir Savelka
    2023