ICSME 2026
Mon 14 - Fri 18 September 2026 Benevento, Italy

This program is tentative and subject to change.

Multi-view code graphs that align abstract syntax trees, control flow graphs, and data flow graphs are now central to machine-learning models for software engineering. For C and C++, no single tool produces these aligned views without a complete build. We present ATLAS, a command-line tool that takes one or more C or C++ source files and emits an AST, a source-level inter-procedural CFG, a reaching-definition DFG, or any combination. The output is available as JSON, DOT, or PNG. ATLAS runs directly on source code and accepts partial input such as a project with missing headers, so it needs no compilation or build database. All views share one node namespace, so a downstream consumer can recover any single view by filtering edges. Command-line flags select views, collapse variables, and blacklist node categories to resize the emitted graph. On the TheAlgorithms corpora, ATLAS produces a correct CFG for 96.80% of C files and 91.67% of C++ files, including files that do not compile. It already serves as the CFG front-end of an LLM-based unit-test generation framework for C. ATLAS is open source and ships as a Docker image with a screencast walkthrough. Demo link: https://youtu.be/50DvEbenp14.

This program is tentative and subject to change.

Wed 16 Sep

Displayed time zone: Amsterdam, Berlin, Bern, Rome, Stockholm, Vienna change

11:00 - 12:30
Session 1 - Code Whisperers: AI in the Developer’s ChairRegistered Reports / Research Papers Track / Tool Demonstration and Data Showcase Track / Visions and Emerging Results Track / Industry Track at Auditorium

Theme: AI-Driven Software Development

11:00
20m
Paper
Integrating Crash Report Mining and LLMs for Bug Localization and Repair: An Industrial Report
Industry Track
Marcos Medeiros Federal University of Rio Grande do Norte, Uirá Kulesza Federal University of Rio Grande do Norte, Christoph Treude Singapore Management University, Daniel Lucena Federal University of Rio Grande do Norte, Rafael Gomes Federal University of Rio Grande do Norte, Roberta Coelho , Eiji Adachi Barbosa Federal University of Rio Grande do Norte, Rodrigo Bonifácio Informatics Center - CIn/UFPE and Computer Science Department / University of Brasília
Pre-print
11:20
20m
Paper
JupOtter: Cell-Level Bug Detection in Jupyter Notebooks
Research Papers Track
Lukas Ottenhof University of Alberta, Thibaud Lutellier University of Alberta
11:40
20m
Paper
Quantize with Confidence? An Empirical Study of Quantization for Code Generation
Research Papers Track
Saima Afrin William and Mary, USA, Md. Zahidul Haque William & Mary, Antonio Mastropaolo William and Mary, USA
12:00
10m
Short-paper
ATLAS: Multi-View Code Representation Tool for C and C++ Source ProgramsRemote Talk
Tool Demonstration and Data Showcase Track
Jaid Monwar Chowdhury University of Texas at Arlington, Ahmad Farhan Shahriar Chowdhury Bangladesh University of Engineering and Technology, Humayra Binte Monwar Bangladesh University of Engineering and Technology, Mahmuda Naznin Bangladesh University of Engineering and Technology
Pre-print Media Attached
12:10
10m
Short-paper
Code Review is a Conversation: Toward Conversational AI Review AssistantsDistinguished Paper Award
Visions and Emerging Results Track
Rosalia Tufano Università della Svizzera Italiana
Pre-print
12:20
10m
Short-paper
Cleaning Logs for Downstream Tasks
Registered Reports
Zahra Ghavidel Yazdi University of Luxembourg, Van-Hoang Le University of Luxembourg, Nyyti Saarimäki University of Luxembourg, Donghwan Shin University of Sheffield, Domenico Bianculli University of Luxembourg, Lionel Briand University of Ottawa, Canada; Lero centre, University of Limerick, Ireland
Pre-print