FORGE 2026
Sun 12 - Sat 18 April 2026 Rio de Janeiro, Brazil
co-located with ICSE 2026

This program is tentative and subject to change.

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Sun 12 Apr

Displayed time zone: Brasilia, Distrito Federal, Brazil change

09:00 - 10:30
Opening + Keynote (Prof. Zhi Jin)FORGE Program / Keynotes at Oceania I
Chair(s): Gabriele Bavota Software Institute @ Università della Svizzera Italiana, Xing Hu Zhejiang University, Christoph Treude Singapore Management University
09:00
15m
Day opening
Opening Message from the Chairs
Keynotes

09:15
75m
Keynote
Keynote: How to Enable Large Language Models to Accelerate the Process of Requirements Understanding and Analysis
Keynotes
Zhi Jin Peking University, Wuhan University
11:00 - 12:30
Session I - Testing, Quality, and RefactoringResearch Papers / Data and Benchmarking at Oceania I
Chair(s): Rosalia Tufano Università della Svizzera Italiana
11:00
12m
Talk
Backporting in Robot Operating System: Identifying Commit Purpose and Propagation Need with Large Language Models
Research Papers
Pankaj Manoharlal Thakur North Carolina State University, Kyle Thomson North Carolina State University, Wesley K.G. Assunção North Carolina State University, Bowen Xu North Carolina State University
11:12
6m
Talk
PatchGPT: Multi-Agent Patch Backporting without Model Fine-Tuning
Research Papers
Ye Liu Singapore Management University, Ruidong Han Singapore Management University, Chengyan Ma Singapore Management University, Yuqing Niu , David Lo Singapore Management University, Ye Liu Nanyang Technological University
11:18
12m
Talk
From Human to Machine Refactoring: Assessing GPT-4’s Impact on Python Class Quality and Readability
Research Papers
Alessandro Midolo University of Catania, Emiliano Tramontana University of Catania, Massimiliano Di Penta University of Sannio, Italy
Pre-print
11:30
12m
Talk
XMENTOR: A Rank-Aware Aggregation Approach for Human-Centered Explainable AI in Just-in-Time Software Defect Prediction
Research Papers
Saumendu Roy University of Saskatchewan, Banani Roy University of Saskatchewan, Chanchal K. Roy University of Saskatchewan, Richard Bassey University of Saskatchewan
11:42
12m
Talk
Exploring the Potential of Large Language Models in Simulink-Stateflow Mutant Generation
Research Papers
Pablo Valle Mondragon University, Shaukat Ali Simula Research Laboratory and Oslo Metropolitan University, Aitor Arrieta Mondragon University
Pre-print
11:54
6m
Talk
Tricky²: Towards a Benchmark for Evaluating Human and LLM Error Interactions
Data and Benchmarking
Cole Granger William & Mary, Dipin Khati William & Mary, Daniel Rodriguez-Cardenas William & Mary, Denys Poshyvanyk William & Mary
12:00
12m
Talk
Reasoning about Multi-hop Fault Propagation with LLM Agents for Root Cause Analysis in Cloud-based Systems
Research Papers
Evelien Riddell University of Waterloo, James Riddell University of Waterloo, Gengyi Sun University of Waterloo, Michal Antkiewicz University of Waterloo, Canada, Krzysztof Czarnecki University of Waterloo, Canada, Evelien Riddell University of Waterloo
Pre-print
12:12
12m
Talk
Execution-free Agentic Program Repair for Enterprise-Scale Development
Research Papers
Saurabh Bodhe Advanced Micro Devices (AMD), Sanjukta De Advanced Micro Devices, Subhayan Roy Advanced Micro Devices (AMD), Jaydip Pokiya Advanced Micro Devices (AMD), Indira Vats University of Toronto; Advanced Micro Devices (AMD), Sehajpreet Kaur Advanced Micro Devices (AMD), Monica Li Advanced Micro Devices (AMD), Lejin Varghese Advanced Micro Devices (AMD), Max Kiehn Advanced Micro Devices (AMD), Yonas Bedasso Advanced Micro Devices
14:00 - 15:30
Session II - Human-AI Collaboration, Multi-agent Systems, & BenchmarkingData and Benchmarking / Research Papers at Oceania I
Chair(s): Massimiliano Di Penta University of Sannio, Italy
14:00
12m
Talk
Reporting LLM Prompting in Automated Software Engineering: A Guideline Based on Current Practices and Expectations
Research Papers
Alexander Korn University of Duisburg-Essen, Lea Zaruchas University of Cologne, Chetan Arora Monash University, Andreas Metzger University of Duisburg-Essen, Sven Smolka University of Duisburg-Essen, Fanyu Wang Monash University, Andreas Vogelsang paluno – The Ruhr Institute for Software Technology, University of Duisburg-Essen, Alexander Korn University of Duisburg-Essen
14:12
12m
Talk
Impacts of Generative AI on Agile Teams' Productivity: A Multi-Case Longitudinal Study
Research Papers
Rafael Tomaz Pontifical Catholic University of Rio de Janeiro (PUC-Rio), Paloma Guenes Pontifical Catholic University of Rio de Janeiro (PUC-Rio), Allysson Allex Araújo Federal University of Cariri, Maria Teresa Baldassarre Department of Computer Science, University of Bari , Marcos Kalinowski Pontifical Catholic University of Rio de Janeiro (PUC-Rio)
Pre-print
14:24
6m
Talk
Visual Loop: Bridging the Cognitive Gap in Software Development Through Visual-AI Collaboration
Research Papers
Luis F. Gomes Carnegie Mellon University, Xin Zhou Singapore Management University, Singapore, David Lo Singapore Management University, Rui Abreu Faculty of Engineering of the University of Porto, Portugal, Rui Abreu University of Porto
14:30
12m
Talk
AutoReSpec: A Framework for Generating Specification using Large Language Models
Research Papers
Ragib Shahariar Ayon Texas State University, Shibbir Ahmed Texas State University
14:42
6m
Talk
CodeViz: Collaborative Multi-Agent System for Analytical and Visualization Tasks in Data Science
Research Papers
Sai Sanjna Chintakunta Pennsylvania State University, Nathalia Nascimento Pennsylvania State University, Everton Guimaraes Pennsylvania State University
14:48
6m
Talk
SEMODS: A Validated Dataset of Open-Source Software Engineering Models
Data and Benchmarking
Alexandra González Universitat Politècnica de Barcelona - BarcelonaTech (UPC), Xavier Franch Universitat Politècnica de Catalunya, Silverio Martínez-Fernández UPC-BarcelonaTech
DOI Pre-print
14:54
6m
Talk
Towards Comprehensive Benchmarking Infrastructure for LLMs In Software Engineering
Data and Benchmarking
Daniel Rodriguez-Cardenas William & Mary, Xiaochang Li William & Mary, Marcos Macedo Queen's University, Antonio Mastropaolo William and Mary, USA, Dipin Khati William & Mary, Yuan Tian Queen's University, Kingston, Ontario, Huajie Shao College of William & Mary, Denys Poshyvanyk William & Mary
15:00
6m
Talk
OmniBench-RAG: A Multi-Domain Evaluation Platform for Retrieval-Augmented Generation Tools
Data and Benchmarking
Jiaxuan Liang Huazhong University of Science and Technology, China, shide zhou Huazhong University of Science and Technology, Kailong Wang Huazhong University of Science and Technology, JIAXUAN LIANG Huazhong University of Science and Technology
16:00 - 17:30
Industry Keynotes IKeynotes at Oceania I
Chair(s): Chao Peng ByteDance
16:00
45m
Keynote
Semantics Matters: Architecting Business Context for Generative AI in Software Engineering
Keynotes
Nicole Davila Zup Innovation & UFRGS
16:45
45m
Keynote
The Mindful IDE: From Noise to Nuance
Keynotes
Maliheh Izadi Delft University of Technology

Mon 13 Apr

Displayed time zone: Brasilia, Distrito Federal, Brazil change

09:00 - 10:30
Keynote (Prof. Michael Pradel) + AwardsFORGE Program / Keynotes at Oceania I
Chair(s): Gabriele Bavota Software Institute @ Università della Svizzera Italiana
09:00
75m
Keynote
Keynote: Natural Language as Specification: LLM-Based Validation of Software Evolution
Keynotes
Michael Pradel CISPA Helmholtz Center for Information Security
10:15
15m
Awards
Awards session
Keynotes

11:00 - 12:30
Session III - Code Generation & MigrationData and Benchmarking / Research Papers at Oceania I
Chair(s): Daniel Rodriguez-Cardenas William & Mary
11:00
6m
Talk
Deep Graph-Language Fusion for Structure-Aware Code Generation
Research Papers
Mert Tiftikci TU Darmstadt; hessian.AI, Amir Molzam Sharifloo TU Darmstadt, Mira Mezini TU Darmstadt; hessian.AI; National Research Center for Applied Cybersecurity ATHENE, Mert Tiftikci Technical University of Darmstadt
11:06
12m
Talk
Assessing, Exploiting, and Mitigating Syntactic Robustness Failures in LLM-Based Code Generation
Research Papers
Laboni Sarker University of California at Santa Barbara, Mara Downing , Achintya Desai University of California, Santa Barbara, Tevfik Bultan University of California at Santa Barbara
11:18
6m
Talk
Detecting and Correcting Hallucinations in LLM-Generated Code via Deterministic AST Analysis
Research Papers
Dipin Khati William & Mary, Daniel Rodriguez-Cardenas William & Mary, Paul Pantzer William & Mary, Denys Poshyvanyk William & Mary
11:24
12m
Talk
Code for Machines, Not Just Humans: Quantifying AI-Friendliness with Code Health Metrics
Research Papers
Markus Borg CodeScene, Nadim Hagatulah Lund University, Adam Tornhill Codescene AB, Emma Söderberg Lund University
Pre-print
11:36
6m
Talk
VHDL-Instruct: Training Open Dataset for LLMs Benchmarking and HDL Code Generation
Data and Benchmarking
Patrik Drazic University of Southern Denmark, Benaoumeur Senouci University of Southern Denmark, Boualem Benatallah Dublin City University
11:48
6m
Talk
COMPASS: A Psychometrics-Guided Multi-Dimensional Benchmark for Code Generation Evaluation
Data and Benchmarking
James Meaden Codility, Markus Borg CodeScene
Pre-print
11:54
6m
Talk
A Hybrid LLM-Guided Approach to Code Migration Using API-Derived Rules
Research Papers
Gabriel Vitor Klaumann Gubert Technische Hochschule Ingolstadt (THI), Stefan Kugele Technische Hochschule Ingolstadt, Munir Georges Technische Hochschule Ingolstadt (THI)
12:00
12m
Talk
An Experience Report on LLM-Based Agentic Translation from Android to iOS: Pitfalls and Insights
Research Papers
Zhili Zeng York University, Kimya Khakzad Shahandashti York University, Alvine Boaye Belle York University, Song Wang York University, Zhen Ming (Jack) Jiang York University
12:12
6m
Talk
MiG.4: A Curated Dataset of Library Migrations in Java and Python
Data and Benchmarking
Matheus Barbosa UFMG, Pedro Baptista UFMG, João Eduardo Montandon Universidade Federal de Minas Gerais (UFMG), MATHEUS LIMA Ufmg, Pedro Henrique Fernandes Baptista UFMG
12:18
6m
Talk
PromiseAwait: A Dataset of JavaScript Migrations from Promises to Async/Await
Data and Benchmarking
Rafael Araujo Magesty UFMG, João Eduardo Montandon Universidade Federal de Minas Gerais (UFMG), Rafael Magesty
14:00 - 15:30
Industry Keynotes IIFORGE Program / Keynotes at Oceania I
Chair(s): Christoph Treude Singapore Management University
14:00
45m
Keynote
Lingxi - Towards Domain Knowledge Guided Repo-level Code Generation Practice in Huawei
Keynotes
Kui Liu Huawei
14:45
45m
Keynote
Same Brain, Superpowers: Programming in the Age of AI
Keynotes
Chris Parnin Microsoft
16:00 - 17:00
Session IV - Security & PrivacyResearch Papers / Data and Benchmarking at Oceania I
Chair(s): Zhou Yang University of Alberta, Alberta Machine Intelligence Institute
16:00
12m
Talk
PIChecker: Automatic Privacy Detector for Third Party Libraries in Android Apps
Research Papers
Kerui Huang , Xian Zhan Southern University of Science and Technology, Xin Xia Zhejiang University
16:12
12m
Talk
DynamicsLLM: a Dynamic Analysis-based Tool for Generating Intelligent Execution Traces Using LLMs to Detect Android Behavioural Code Smells
Research Papers
Houcine Abdelkader Cherief Ecole de Technologie Supérieure, Florent AVELLANEDA Université du Québec à Montréal, Naouel Moha École de Technologie Supérieure (ETS)
16:24
6m
Talk
MIRROR: A Dataset of Structural Metrics for Repackaged Android Apps
Data and Benchmarking
Sebastian Siedler Florida Polytechnic University, Karim Elish Florida Polytechnic University
16:30
12m
Talk
MalCVE: Malware Detection and CVE Association Using Large Language Models
Research Papers
Eduard Andrei Cristea Norwegian University of Science and Technology, Petter Molnes Norwegian University of Science and Technology, Jingyue Li Norwegian University of Science and Technology (NTNU)
16:42
6m
Talk
Finding Missing Input Validation in TEEs via LLM-Assisted Symbolic Execution
Research Papers
Chengyan Ma Singapore Management University, Jieke Shi Singapore Management University, Ruidong Han Singapore Management University, Ye Liu Singapore Management University, Yuqing Niu , David Lo Singapore Management University
Pre-print
16:48
6m
Talk
Jailbreaking Large Language Models via Multi-Task Embedding-based Prompt
Research Papers
Songrui Li Tianjin university, Hanmo You Tianjin University, Jiajun Jiang Tianjin University, li songrui
17:00 - 17:15
Closing & FORGE 2027FORGE Program at Oceania I