Juho Leinonen

Academy Research Fellow
Academy Research Fellow
T313 Dept. Computer Science
Full researcher profile
https://research.aalto.fi/...

Areas of expertise

113 Computer and information sciences, 516 Educational sciences, Software engineering, operating systems, man-computer interaction

Honors and awards

ACE2024 Best Paper Award

Best paper award for "Evaluating LLM-generated Worked Examples in an Introductory Programming Course": https://dl.acm.org/doi/10.1145/3636243.3636252
Award or honor granted for a specific work Department of Computer Science Jan 2024

UKICER 2023 Best Paper Award

For "Exploring the Interplay of Achievement Goals, Self-Efficacy, Prior Experience and Course Achievement"
Award or honor granted for a specific work Computer Science Lecturers Sep 2023

The best practitioner paper at the 25th Australasian Computing Education Conference, ACE 2023

Award or honor granted for a specific work Department of Computer Science Jan 2023

ICER 2022 Best Paper Award for Article "Automatic Generation of Programming Exercises and Code Explanations Using Large Language Models"

Award or honor granted for a specific work Computer Science Lecturers Jan 2022

SIGCSE TS 2022 Best Paper Computing Education Research

For "Time-on-Task Metrics for Predicting Performance"
Award or honor granted for a specific work Department of Computer Science Mar 2022

Best Paper Award at the 23rd Australasian Computing Education Conference, ACE2021

Best Paper Award at the 23rd Australasian Computing Education Conference (ACE2021) for the paper "Exploring the Effects of Contextualized Problem Descriptions on Problem Solving”.
Award or honor granted for a specific work Department of Computer Science Feb 2021

Publications

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, Sami Sarsa 2024 Communications of the ACM

Decoding Logic Errors

Stephen MacNeil, Paul Denny, Andrew Tran, Juho Leinonen, Seth Bernstein, Arto Hellas, Sami Sarsa, Joanne Kim 2024 ACE 2024 - Proceedings of the 26th Australasian Computing Education Conference, Held in conjunction with

Solving Proof Block Problems Using Large Language Models

Seth Poulsen, Sami Sarsa, James Prather, Juho Leinonen, Brett A. Becker, Arto Hellas, Paul Denny, Brent N. Reeves 2024 SIGCSE 2024 - Proceedings of the 55th ACM Technical Symposium on Computer Science Education

Instructor Perceptions of AI Code Generation Tools - A Multi-Institutional Interview Study

Judy Sheard, Paul Denny, Arto Hellas, Juho Leinonen, Lauri Malmi 2024 SIGCSE 2024 - Proceedings of the 55th ACM Technical Symposium on Computer Science Education

Exploring the Responses of Large Language Models to Beginner Programmers’ Help Requests

Arto Hellas, Juho Leinonen, Sami Sarsa, Charles Koutcheme, Lilja Kujanpää, Juha Sorva 2023 ICER '23: Proceedings of the 2023 ACM Conference on International Computing Education Research - Volume 1

Automated Program Repair Using Generative Models for Code Infilling

Charles Koutcheme, Sami Sarsa, Juho Leinonen, Arto Hellas, Paul Denny 2023 Artificial Intelligence in Education : 24th International Conference, AIED 2023, Tokyo, Japan, July 3–7, 2023, Proceedings

Evaluating Distance Measures for Program Repair

Charles Koutcheme, Sami Sarsa, Juho Leinonen, Lassi Haaranen, Arto Hellas 2023 ICER '23: Proceedings of the 2023 ACM Conference on International Computing Education Research - Volume 1

Automated Questionnaires About Students’ JavaScript Programs: Towards Gauging Novice Programming Processes

Teemu Lehtinen, Lassi Haaranen, Juho Leinonen 2023 Proceedings of the 25th Australasian Computing Education Conference

Comparing Code Explanations Created by Students and Large Language Models

Juho Leinonen, Paul Denny, Stephen Macneil, Sami Sarsa, Seth Bernstein, Joanne Kim, Andrew Tran, Arto Hellas 2023 ITiCSE 2023 - Proceedings of the 2023 Conference on Innovation and Technology in Computer Science Education

Seeing Program Output Improves Novice Learning Gains

Juho Leinonen, Arto Hellas, John Edwards 2023 ITiCSE 2023 - Proceedings of the 2023 Conference on Innovation and Technology in Computer Science Education