This year, CAIN will again include a Doctoral Symposium, providing students with the opportunity to receive rich feedback on their PhD work related to the CAIN themes of Software Engineering applied to AI and Data Science (for details on the topics, please refer to the page “CAIN Scope”). Students may submit single-author extended abstracts (don’t include supervisors’ names as co-authors) of early-stage ideas or late-stage work for review by the Doctoral Symposium Committee.
Sun 12 AprDisplayed time zone: Brasilia, Distrito Federal, Brazil change
08:00 - 17:30 | Sunday RegistrationICSE Social, Networking and Special Rooms at Main Entrance Registration for ICSE 2026. | ||
08:00 9h30mRegistration | ICSE 2026 Registration ICSE Social, Networking and Special Rooms | ||
09:00 - 10:30 | Opening & KeynoteDoctoral Symposium / CAIN Scope / Industry Track / Journal-First Track / Research Track / / Posters / CAIN Program at Oceania X Chair(s): Xavier Franch Universitat Politècnica de Catalunya, Qinghua Lu Data61, CSIRO, Justus Bogner Vrije Universiteit Amsterdam | ||
09:00 30mDay opening | Opening CAIN Program | ||
09:30 60mKeynote | Engineering Maturity for AI Adoption: Lessons from Industry Keynote CAIN 2026 – Keynote Speakers Ipek Ozkaya Carnegie Mellon University | ||
10:30 - 11:00 | Sunday Morning BreakICSE Catering at Catering and Exhibition Hall (Europa I to IV) This break will provide an opportunity for networking and relaxation between sessions. | ||
10:30 30mCoffee break | Break ICSE Catering | ||
12:30 - 14:00 | Sunday LunchICSE Catering at Catering and Exhibition Hall (Europa I to IV) Lunch time with a variety of meal options available for attendees, including vegetarian choices. This session will provide an opportunity for attendees to enjoy a meal while networking with colleagues and discussing the day’s events. | ||
12:30 90mLunch | Lunch ICSE Catering | ||
15:30 - 16:00 | Sunday Afternoon BreakICSE Catering at Catering and Exhibition Hall (Europa I to IV) Afternoon Break with a variety of beverages and snacks available for attendees. This break will provide an opportunity for networking and relaxation between sessions. | ||
15:30 30mCoffee break | Break ICSE Catering | ||
17:30 - 18:30 | CAIN Town Hall MeetingDoctoral Symposium / CAIN Scope / Industry Track / Journal-First Track / Research Track / / Posters / CAIN Program at Oceania X Chair(s): Helena Holmström Olsson Malmö University, Justus Bogner Vrije Universiteit Amsterdam, Jennifer Horkoff Chalmers and the University of Gothenburg | ||
17:30 60mMeeting | CAIN Town Hall Meeting CAIN Program | ||
19:00 - 21:00 | CAIN ReceptionDoctoral Symposium / CAIN Scope / Industry Track / Journal-First Track / Research Track / / Posters / CAIN Program at Europa II Chair(s): Xavier Franch Universitat Politècnica de Catalunya, Qinghua Lu Data61, CSIRO | ||
19:00 2hSocial Event | CAIN Reception CAIN Program | ||
Mon 13 AprDisplayed time zone: Brasilia, Distrito Federal, Brazil change
08:00 - 17:30 | Monday RegistrationICSE Social, Networking and Special Rooms at Main Entrance Registration for ICSE 2026. | ||
08:00 9h30mRegistration | ICSE 2026 Registration ICSE Social, Networking and Special Rooms | ||
10:30 - 11:00 | Monday Morning BreakICSE Catering at Catering and Exhibition Hall (Europa I to IV) This break will provide an opportunity for networking and relaxation between sessions. | ||
10:30 30mCoffee break | Break ICSE Catering | ||
11:00 - 12:30 | |||
11:00 30mKeynote | AI Reinventing Software Engineering Doctoral Symposium Jan Bosch Chalmers University of Technology | ||
11:30 30mDoctoral symposium paper | Closing the Diagnostic Gap: An Explainable Testing Framework for Validation and Verification of AI-Based SystemsDoctoral Symposium Doctoral Symposium Halit Eris Technical University of Munich | ||
12:00 30mDoctoral symposium paper | The Inauditable Lie: Achieving Verifiable and Compliant AI Systems by DesignDoctoral Symposium Doctoral Symposium Filippo Scaramuzza Tilburg University and Eindhoven University of Technology | ||
12:30 - 14:00 | Monday LunchICSE Catering at Catering and Exhibition Hall (Europa I to IV) Lunch time with a variety of meal options available for attendees, including vegetarian choices. This session will provide an opportunity for attendees to enjoy a meal while networking with colleagues and discussing the day’s events. | ||
12:30 90mLunch | Lunch ICSE Catering | ||
14:00 - 15:30 | |||
14:00 30mDoctoral symposium paper | Toward Architecture-Aware Evaluation Metrics for LLM AgentsDoctoral Symposium Doctoral Symposium Débora Lêda de Lucena Souza Federal University of Campina Grande | ||
14:30 30mDoctoral symposium paper | Characterizing Architectural Complexity on Machine Learning-Enabled SystemsDoctoral Symposium Doctoral Symposium Renato Cordeiro Ferreira IME-USP | JADS-TiU/TUe | ||
15:00 30mKeynote | Spray and Pray: Curse or Cure for Academic Publishing in the Age of GenAI? Doctoral Symposium Brian Fitzgerald Lero - The Irish Software Research Centre and University of Limerick | ||
14:00 - 15:30 | Quality Attributes and AssuranceResearch Track / CAIN Program at Oceania X Chair(s): Eric Knauss Chalmers | University of Gothenburg | ||
14:00 8mShort-paper | Quality Model for Machine Learning ComponentsShort Paper Research Track Grace Lewis Carnegie Mellon Software Engineering Institute, Rachel A Brower-Sinning Carnegie Mellon Software Engineering Institute, Robert Edman Carnegie Mellon Software Engineering Institute, Ipek Ozkaya Carnegie Mellon University, Sebastian Echeverria Carnegie Mellon Software Engineering Institute, Alex Derr Carnegie Mellon Software Engineering Institute, Collin Beaudoin Fairfield University, Katherine R. Maffey Carnegie Mellon University Pre-print | ||
14:08 12mFull-paper | Optimising for Energy Efficiency and Performance in Machine LearningFull Paper Research Track Emile Dos Santos Ferreira University of Cambridge, Andrei Paleyes Department of Computer Science and Technology, Univesity of Cambridge, Neil D. Lawrence Department of Computer Science and Technology, Univesity of Cambridge Pre-print | ||
14:20 8mShort-paper | The Energy Impact of Domain Model Design in Classical PlanningShort Paper Research Track Ilche Georgievski University of Stuttgart, Serhat Tekin University of Stuttgart, Marco Aiello University of Stuttgart Pre-print | ||
14:28 12mFull-paper | LLMs as Design Partners for AI-Based System Patterns: An Empirical EvaluationFull Paper Research Track Felipe Rodrigues de Oliveira State University of Ceara, Brazil, Felipe Vasconcelos De Souza State University of Ceara, Brazil, Ana Luiza Bessa De Paula Barros State University of Ceara, Brazil, Paulo Maia State University of Ceará | ||
14:40 12mFull-paper | Statistical Confidence in Functional Correctness: An Approach for AI Product Functional Correctness EvaluationFull Paper Research Track Wallace Albertini Pontifical Catholic University of Rio de Janeiro, Marina Condé Araújo Department of Informatics - Pontifical Catholic University of Rio de Janeiro (PUC-Rio), Júlia Condé Araújo Department of Informatics - Pontifical Catholic University of Rio de Janeiro (PUC-Rio), Antonio Pedro Santos Alves Pontifical Catholic University of Rio de Janeiro, Marcos Kalinowski Pontifical Catholic University of Rio de Janeiro (PUC-Rio) | ||
14:52 12mFull-paper | SETA: Statistical Fault Attribution for Compound AI SystemsFull Paper Research Track Sayak Chowdhury IIITB - International Institute of Information Technology Bangalore, Meenakshi D'Souza IIITB - International Institute of Information Technology Bangalore Pre-print File Attached | ||
15:04 26mLive Q&A | Joint Q&A (Quality Attributes and Assurance) CAIN Program | ||
15:30 - 16:00 | Monday Afternoon BreakICSE Catering at Catering and Exhibition Hall (Europa I to IV) Afternoon Break with a variety of beverages and snacks available for attendees. This break will provide an opportunity for networking and relaxation between sessions. | ||
15:30 30mCoffee break | Break ICSE Catering | ||
16:00 - 17:30 | Engineering GenAI SystemsIndustry Track / Research Track / CAIN Program at Oceania X Chair(s): Karthik Vaidhyanathan IIIT Hyderabad | ||
16:00 8mShort-paper | Graphical-Probabilistic Modeling of Generative Flows in LLM-Native Software SystemsShort Paper Research Track | ||
16:08 12mFull-paper | Cognition Envelopes for Bounded AI Reasoning in Autonomous UAS OperationsFull Paper Research Track Pedro Antonio Alarcon Granadeno University of Notre Dame, Arturo Miguel Russell Bernal University of Notre Dame, Sofia Nelson University of Notre Dame, Demetrius Hernandez University of Notre Dame, Maureen Petterson University of Notre Dame, Michael Murphy University of Notre Dame, Walter J. Scheirer University of Notre Dame, Jane Cleland-Huang University of Notre Dame Pre-print | ||
16:20 8mIndustry talk | Current challenges and new prospects in software engineering practices for Geospatial AIShort Paper Industry Track | ||
16:28 8mShort-paper | The Physics of AIShort Paper Research Track Scott Barnett Applied Artificial Intelligence Initiative, Deakin University, Aleksandar Pasquini Deakin University, Stefanus Kurniawan Deakin University, Shangeetha Sivasothy Applied Artificial Intelligence Institute, Deakin University, Rhys Hill Deakin University, Rajesh Vasa Deakin University, Australia | ||
16:36 12mFull-paper | RAG-DIVE: A Dynamic Approach for Multi-Turn Dialogue Evaluation in Retrieval-Augmented GenerationFull Paper Research Track Lorenz Brehme University of Innsbruck, Austria, Benedikt Dornauer University of Innsbruck; University of Cologne, Jan-Henrik Böttcher University of Hildesheim, Klaus Schmid University of Hildesheim, Ruth Breu University of Innsbruck, Mircea-Cristian Racasan c.c.com Moser GmbH, 8074 Grambach, Austria | ||
16:48 8mShort-paper | Assisting Developers in the Selection of Generative AI ModelsShort Paper Research Track Raquel Berenguer Mueller Universitat Oberta de Catalunya, Sergio Cobos IN3 - UOC, Javier Luis Cánovas Izquierdo Universitat Oberta de Catalunya, Robert Clarisó Universitat Oberta de Catalunya | ||
16:56 19mLive Q&A | Joint Q&A (Engineering GenAI Systems) CAIN Program | ||
17:15 15mDay closing | Closing CAIN Program | ||
17:30 - 18:30 | |||
17:30 60mMeeting | Private Steering Committee Meeting CAIN Program | ||
20:00 - 23:00 | Social Event for Co-located ConferencesICSE Social, Networking and Special Rooms at Rio Scenarium Co-located event participants are invited to join us at Rio Scenarium for an informal evening with live Brazilian music, food, drinks, and great company in the heart of Lapa, a traditional samba region in Rio. Buses depart from the conference venue starting at 18:00. | ||
20:00 3hDinner | Social Event for Co-located Conferences ICSE Social, Networking and Special Rooms | ||
Accepted Papers
Submission Guidelines
All submissions should be accompanied by an endorsement letter from their advisor, including the assessment of the current status of the research and an expected date for the completion of the dissertation. For the early PhD category, the submissions should be 2 pages long, with one additional page permitted for references only. The submissions should clearly state:
- the problem to be solved in the student’s research (justify why this problem is important),
- the state-of-the art on why the problem is novel and covers a research gap (make clear that previous research and related work has not yet solved this problem),
- the research hypothesis or claim,
- the expected contributions of the research and their novelty,
- the plan for evaluating the contribution and presenting credible evidence of the results to the community.
For the late PhD category, the submissions should be 4 pages long, with one additional page permitted for references only. We welcome and encourage this type of submission for students that submitted in previous years in the early PhD category (if so, the submission should clearly show the progress since previous years). The submissions should include the bulleted items above, as well as:
- a description of the results achieved so far (including publications), and
- the planned timeline for completion.
Research and experience papers should be submitted to HotCRP.
By submitting to CAIN, authors acknowledge that they are aware of and agree to be bound by the ACM Policy and Procedures on Plagiarism and IEEE Plagiarism FAQ. The authors also acknowledge that they conform to the authorship policy of the ACM and the authorship policy of the IEEE.
Submissions must conform to the official ACM Primary Article Template, which can be obtained from the ACM Proceedings Template page. LaTeX users should use the sigconf option, as well as the review (to produce line numbers for easy reference by the reviewers). To that end, the following LaTeX code can be placed at the start of the LaTeX document: \documentclass[sigconf,review]{acmart}
Accepted submissions will be presented at the main conference via a poster and/or short presentation, depending on availability (likely on Sunday, April 12th). We will host a dedicated session for students with accepted submissions to give a more detailed presentation and receive expert feedback (likely on Monday, April 13th, after the keynote). The submissions may, at the review committee’s discretion, be published in the CAIN 2026 proceedings.
Regarding the CAIN 2026 proceedings:
- “The official publication date is the date the proceedings are made available in the ACM or IEEE Digital Libraries. This date may be up to two weeks prior to the first day of ICSE 2026. The official publication date affects the deadline for any patent filings related to published work. Purchase of additional pages in the proceedings is not allowed.”
- “Purchase of additional pages in the proceedings is not allowed”.
Authors of all accepted submissions are required to register for the CAIN 2026 conference.