FSE 2026
Sun 5 - Thu 9 July 2026 Montreal, Canada
Wed 8 Jul 2026 11:50 - 12:00 at MB 9C - SEET: Keynote + AI Orientation Chair(s): Ronnie de Souza Santos

Recent advances in multimodal generative AI (GenAI) extend student support beyond text-focused prompting to include audio dialogue, media upload, and real-time stream (\ i.e., live screen-sharing). Yet, the educational implications of these multimodal capabilities in software engineering (SE) development settings remain underexplored. This extended abstract presents a proposed study to investigate how students leverage multimodal GenAI while completing realistic SE tasks in an open-source software (OSS) workflow, and how multimodal interaction shapes task-solving processes and outcomes. We will conduct in-person think-aloud sessions (min. n = 25) in which participants use a multimodal GenAI tool (Google AI Studio) across interaction modes while working through bug fixing, feature implementation with pull request contribution, and test writing tasks. We will triangulate screen/audio recordings, interaction traces, and pre/post surveys to characterize modality selection and prompting strategies, assess participants’ usage patterns, and explore impacts on efficiency and solution accuracy. Essentially, the study aims to provide insights for CS/SE educators and tool designers on when multimodal GenAI support is beneficial, when it adds overhead, and how to scaffold its use to promote robust learning and practical skill development.

Wed 8 Jul

Displayed time zone: Eastern Time (US & Canada) change

10:30 - 12:30
SEET: Keynote + AI OrientationSoftware Engineering Education / Research Papers at MB 9C
Chair(s): Ronnie de Souza Santos University of Calgary
10:30
60m
Keynote
Training Models, Teaching Brains: Software Engineering Skills in an AI-Assisted World
Software Engineering Education
Julia Rubin The University of British Columbia
11:30
10m
Live Q&A
Q&A
Software Engineering Education

11:40
10m
Talk
Persona-Conditioned LLM Interaction for Software Engineering Education (Extended Abstract)
Software Engineering Education
Mohamad Kassab Boston University, Sulav G. Shrestha New York University Abu Dhabi
11:50
10m
Talk
Beyond Text: Understanding How Multimodal Generative AI Impacts Students Learning Software Development (Extended Abstract)
Software Engineering Education
Huayu Liang Virginia Tech, Chris Brown Virginia Tech
12:00
10m
Talk
Pragmatic Use of Generative AI in an Introductory Programming Course (extended abstract)
Software Engineering Education
Thomas Overklift Delft University of Technology, Andy Zaidman TU Delft
DOI Pre-print
12:10
10m
Talk
Refactoria: A Game-Based Tool for Learning Code Refactoring
Software Engineering Education
Eman Abdullah AlOmar Stevens Institute of Technology, USA, David Van Hise Stevens Institute of Technology, Stephen Pachucki , Nerissa Lundquist Stevens Institute of Technology, Christopher Engelbart
12:20
10m
Talk
Extended Abstract of Enabling Emotion-Aware Collaboration in Capstone Projects
Software Engineering Education
Wardah Naeem Awan LUT University, Maria Paasivaara LUT University, Finland & Aalto University, Finland