MeDeT: Medical Device Digital Twins Creation with Few-shot Meta-learning (ICSE 2026 - Journal-first Papers) - ICSE 2026

Sun 12 - Sat 18 April 2026 Rio de Janeiro, Brazil

Who

Hassan Sartaj, Shaukat Ali, Julie Marie Gjøby

Track

ICSE 2026 Journal-first Papers

Time Zone

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When

Fri 17 Apr 2026 16:15 - 16:30 at Oceania IX - AI for Software Engineering 29 Chair(s): Tien N. Nguyen

Abstract

This proposal presents the details of our journal-first paper, which is intended for presentation at the IEEE/ACM International Conference on Software Engineering (ICSE 2026). The paper was accepted on December 3, 2024, and subsequently published on July 3, 2025. As it introduces an AI-driven approach for developing digital twins of IoT devices to enable automated testing of IoT applications, the work aligns closely with the core research areas of ICSE 2026.

Hassan Sartaj

Simula Research Laboratory

Norway

Shaukat Ali

Simula Research Laboratory and Oslo Metropolitan University

Norway

Julie Marie Gjøby

Welfare Technologies Section, Oslo Kommune Helseetaten

Time Zone

The program is currently displayed in (GMT-03:00) Brasilia, Distrito Federal, Brazil.

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The GMT offsets shown reflect the offsets at the moment of the conference.

Time Band

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Session Program

Fri 17 Apr
Displayed time zone: Brasilia, Distrito Federal, Brazil change

	16:00 - 17:30	AI for Software Engineering 29Journal-first Papers / Research Track at Oceania IX Chair(s): Tien N. Nguyen University of Texas at Dallas

	16:00 15m Talk		Learning Program Behavioral Models from Synthesized Input-Output Pairs Journal-first Papers Tural Mammadov CISPA Helmholtz Center for Information Security, Dietrich Klakow Saarland University, Alexander Koller Saarland University, Andreas Zeller CISPA Helmholtz Center for Information Security
	16:15 15m Talk		MeDeT: Medical Device Digital Twins Creation with Few-shot Meta-learning Journal-first Papers Hassan Sartaj Simula Research Laboratory, Shaukat Ali Simula Research Laboratory and Oslo Metropolitan University, Julie Marie Gjøby Welfare Technologies Section, Oslo Kommune Helseetaten
	16:30 15m Talk		Change And Cover: Last-Mile, Pull Request-Based Regression Test Augmentation Research Track Zitong Zhou UCLA, Matteo Paltenghi University of Stuttgart, Miryung Kim UCLA and Amazon Web Services, Michael Pradel CISPA Helmholtz Center for Information Security Link to publication Media Attached
	16:45 15m Talk		HarnessLLM: Rust Verification Harness Generation with Large Language Models Research Track Minghua Wang Ant Group, Yuwei Liu Ant Group, Lin Huang Ant Group
	17:00 15m Talk		Agentic Predicates Reasoning for Directed Fuzzing Research Track Jie Zhu University of Chicago, Chihao Shen University of Maryland, Ziyang Li Johns Hopkins University, Jiahao Yu Northwestern University, Yizheng Chen University of Maryland, Kexin Pei The University of Chicago Pre-print
	17:15 15m Talk		Relax with Capybaras Research Track Media Attached