ICSE 2026
Sun 12 - Sat 18 April 2026 Rio de Janeiro, Brazil
Tue 14 Apr 2026 10:14 - 10:16 at Oceania VIII - Keynotes and Lightning Talks Chair(s): Qinghua Lu

This paper presents MARARE, a real-time multi-agent system that transforms meeting dialogues into structured software requirements. One agent interacts with participants, while background agents extract and verify requirements collaboratively. Evaluation using the LLM-as-a-Judge method across five meetings (5–8 minutes each) shows a mean coverage of 80.0 ± 11.2 % (mean ± SD), semantic similarity of 0.86 ± 0.05, and hallucination rate of 14.3 ± 6.2 %. Preliminary results indicate performance differences across LLMs, suggesting that model choice influences coverage, consistency, and hallucination rates.

Tue 14 Apr

Displayed time zone: Brasilia, Distrito Federal, Brazil change

09:00 - 10:30
Keynotes and Lightning TalksAGENT at Oceania VIII
Chair(s): Qinghua Lu Data61, CSIRO
09:00
8m
Day opening
Opening
AGENT

09:08
30m
Keynote
Keynote: AI in SE: The Era of Coding Agents
AGENT
K: Satish Chandra Meta Platforms, Inc.
09:38
30m
Keynote
Keynote: Agentic Software Engineering Will Eat the World: AI-Based Systems as the New Operating System of Society
AGENT
K: Robert Feldt Chalmers | University of Gothenburg
Media Attached File Attached
10:08
2m
Talk
Toward Agentic Software Engineering Beyond Code: Framing Vision, Values, and Vocabulary
AGENT
Rashina Hoda Monash University
10:10
2m
Talk
Using Copilot Agent Mode to Automate Library Migration: A Quantitative Assessment
AGENT
Aylton Almeida UFMG, Marco Tulio Valente Brazil, Laerte Xavier Pontifical Catholic University of Minas Gerais (PUC-Minas)
10:12
2m
Talk
A Catalogue of Evaluation Metrics for LLM-Based Multi-Agent Frameworks in Software Engineering
AGENT
Ingrid Lima State University of Ceará, Brazil, Vitor Linhares State University of Ceará, Brazil, Anderson Martins Gomes State University of Ceará, Brazil, Paulo Maia State University of Ceará
10:14
2m
Talk
From Business Meetings to Requirement Artifacts: An Agentic AI Approach with MARARE
AGENT
Malik Sami Tampere University, Gessé Evangelista Federal University of São Carlos, Kai-Kristian Kemell Tampere University, Luciana Zaina Federal University of São Carlos, Muhammad Waseem Faculty of Information Technology and Communication Sciences, Tampere University, 33014 Tampere, Finland, Zheying Zhang Tampere University, Pekka Abrahamsson Tampere University
10:16
2m
Talk
AgenticAKM : Enroute to Agentic Architecture Knowledge Management
AGENT
Rudra Dhar IIIT Hyderabad, Karthik Vaidhyanathan IIIT Hyderabad, Vasudeva Varma IIIT-H
10:18
2m
Talk
Agents — The Missing Piece in the Cognitive Cloud Continuum
AGENT
Sergio Moreschini Tampere University, Diyaz Yakubov Tampere University, Antti Kolehmainen Tampere University, David Hastbacka Tampere University
10:20
2m
Talk
Toward Author-Guided Review: An Agentic Architecture for Reflective Code Review
AGENT
Nicole Davila Universidade Federal do Rio Grande do Sul, Igor Wiese Federal University of Technology
10:22
2m
Talk
CPEMH: An Agentic Framework for Prompt-Driven Behavior Evaluation and Assurance in Foundation-Model Systems for Mental Health Screening
AGENT
GIULIANO LORENZONI University of Waterloo, Ivens da Silva Portugal University of Waterloo, Paulo Alencar University of Waterloo, Donald Cowan University of Waterloo
10:24
2m
Talk
GeoAIAgent-Agentic workflow for automated geospatial data managementVirtual Attendance
AGENT
Leonardo Pondian Tizzei IBM Research, Gabrielle Nyirjesy IBM Research, Levente Klein IBM Research, Ildar Khabibrakhmanov IBM Research, Maciel Zortea IBM Research, Hiyam Debary IBM Research, Mustansar Fiaz IBM Research, James Barry IBM Research, João Lucas de Sousa Almeida IBM Research, Theodore van Kessel IBM Research, Segev Shlomov IBM Research, Juan Bernabe Moreno IBM Research
Media Attached
10:26
2m
Talk
Meta-RAG on Large Codebases Using Code SummarizationVirtual AttendanceNo Record
AGENT
Vali Tawosi J.P. Morgan AI Research, Salwa Alamir J.P. Morgan AI Research, Xiaomo Liu J.P. Morgan AI Research, Manuela Veloso J.P. Morgan AI Research
Media Attached
10:28
2m
Talk
Decoding the Configuration of AI Coding Agents: Insights from Claude Code Projects
AGENT
Hélio Victor Flexa dos Santos UFMG, Vitor Costa UFMG, João Eduardo Montandon Universidade Federal de Minas Gerais (UFMG), Marco Tulio Valente Federal University of Minas Gerais, Brazil