ICST 2024
Mon 27 - Fri 31 May 2024
Canada
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The Area: North York and the City of Toronto
Venue: Second Student Centre, York University
Hotels: Toronto & Vaughan
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Mon 27 May
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Second Student Centre, York University
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Second Student Centre, York University
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Mon 27 May
Displayed time zone:
Eastern Time (US & Canada)
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09:00 - 10:30
ITEQS I
ITEQS
at
Room 1
Chair(s):
Eduard Paul Enoiu
Mälardalen University
,
Mehrdad Saadatmand
RISE Research Institutes of Sweden
,
Dragos Truscan
Åbo Akademi University
09:00
10m
Talk
ITEQS 2024 Opening
ITEQS
Dragos Truscan
Åbo Akademi University
,
Eduard Paul Enoiu
Mälardalen University
,
Mehrdad Saadatmand
RISE Research Institutes of Sweden
09:15
60m
Keynote
Keynote: The Challenges of Integrating Static Analysis and Dynamic Security Testing in the Context of Increasing Regulation
ITEQS
Martin A. Schneider
Fraunhofer FOKUS
11:00 - 12:30
ITEQS II
ITEQS
at
Room 1
Chair(s):
Eduard Paul Enoiu
Mälardalen University
11:00
30m
Full-paper
Automated SQA Framework with Predictive Machine Learning in Airfield Software
ITEQS
Ridwan Hossain
,
Akramul Azim
Ontario Tech University
,
Linda Cato
Team Eagle
,
Bruce Wilkins
Team Eagle
11:30
30m
Full-paper
Early Detection with Explainability of Network Attacks Using Deep Learning
ITEQS
Tanwir Ahmad
Åbo Akademi University
,
Dragos Truscan
Åbo Akademi University
12:00
30m
Full-paper
Testing cyber-physical systems with explicit output coverage
ITEQS
Jarkko Peltomäki
Åbo Akademi University
,
Jesper Winsten
,
Maxime Methais
,
Ivan Porres
Åbo Akademi University
14:00 - 15:30
ITEQS III
ITEQS
at
Room 1
Chair(s):
Dragos Truscan
Åbo Akademi University
14:00
30m
Full-paper
A Survey on the Verification and Validation of Artificial Pancreas Software Systems
ITEQS
Bara' Nazzal
Queen's University, Canada
,
Manar Alalfi
Toronto Metropolitan University
,
James Cordy
Queen's University, Canada
14:30
30m
Full-paper
ConDU: Method for On-the-fly Detection of Non-deadlock Concurrency Errors in UAV Software
ITEQS
Jinseok Park
Gyeongsang National University
,
Changhui Bae
Gyeongsang National University
,
Seongjin Lee
Gyeongsang National Unviersity
15:00
30m
Full-paper
Java Lock Contention Anti-Patterns and Their Associated Recommendations
ITEQS
Aritra Ahmed
Ontario Tech University
,
Ramiro Liscano
Ontario Tech University
,
Akramul Azim
Ontario Tech University
,
Yee-Kang Chang
International Business Machines Corporation (IBM)
,
Vijay Sundaresan
IBM Canada
16:00 - 17:30
ITEQS IV
ITEQS
at
Room 1
Chair(s):
Eduard Paul Enoiu
Mälardalen University
,
Mehrdad Saadatmand
RISE Research Institutes of Sweden
,
Dragos Truscan
Åbo Akademi University
16:00
10m
Talk
Closing
ITEQS
Dragos Truscan
Åbo Akademi University
,
Eduard Paul Enoiu
Mälardalen University
,
Mehrdad Saadatmand
RISE Research Institutes of Sweden
Tue 28 May
Displayed time zone:
Eastern Time (US & Canada)
change
09:00 - 10:30
Morning
MODAL
at
Room 1
09:30
15m
Day opening
Welcome ceremony
MODAL
09:45
45m
Keynote
Keynote: Speaker 1
MODAL
11:00 - 12:30
Early afternoon
MODAL
at
Room 1
11:00
45m
Talk
Lightning (5-10 min.) talks
MODAL
11:45
45m
Panel
Panel: Mobile testing
MODAL
14:00 - 15:30
Mid afternoon
MODAL
at
Room 1
14:00
45m
Keynote
Keynote: Speaker 2
MODAL
14:45
45m
Panel
Panel: Mobile program analysis
MODAL
16:00 - 17:30
Late afternoon
MODAL
at
Room 1
16:00
45m
Keynote
Keynote: Speaker 3
MODAL
16:45
45m
Panel
Panel: Community dataset and infrastructure
MODAL
Wed 29 May
Displayed time zone:
Eastern Time (US & Canada)
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08:30 - 09:00
Opening
Social
at
Room 1
08:30
30m
Day opening
Opening
Social
09:00 - 10:30
Keynote I - Lin Tan
Keynotes
at
Room 1
09:00
90m
Keynote
Synergy of Software Reliability and Large Language Models
Keynotes
K:
Lin Tan
Purdue University
11:00 - 12:40
Test Generation and Test Causality
Industry
/
Research Papers
/
Journal-First Papers
at
Room 1
Chair(s):
Jonathan Bell
Northeastern University
11:00
20m
Research paper
Automatically Removing Unnecessary Stubbings from Test Suites
Research Papers
Mengzhen Li
University of Minnesota
,
Mattia Fazzini
University of Minnesota
11:20
20m
Industry talk
BugOut: Automated Test Generation and Bug Detection for Low-Code
Industry
Joana Coutinho
,
Alexandre Lemos
OutSystems
,
Miguel Terra-Neves
,
André Ribeiro
,
Vasco Manquinho
INESC-ID; Universidade de Lisboa
,
Rui Quintino
,
Bartlomiej Matejczyk
11:40
20m
Research paper
Enhanced Fast and Reliable Statistical Vulnerability Root Cause Analysis with Sanitizer
Research Papers
Zhuo Yan
Ocean University of China
,
Haipeng Qu
Ocean University of China
,
Lingyun Ying
Qi An Xin Group Corp.
,
Ke Liu
,
Chao Qu
12:00
20m
Research paper
Causal Test Adequacy
Research Papers
Michael Foster
The University of Sheffield
,
Christopher Wild
,
Neil Walkinshaw
University of Sheffield
,
Robert Hierons
The University of Sheffield
12:20
20m
Long-paper
Summary of Automated Code-based Test Case Reuse for Software Product Line Testing
Journal-First Papers
Pilsu Jung
Gyeongsang National Unviersity
,
Seonah Lee
Gyeongsang National University
,
Uicheon Lee
14:00 - 15:00
Panel 1
Keynotes
at
Room 1
14:00
60m
Panel
Panel 1
Keynotes
15:30 - 17:00
Fuzzing
Journal-First Papers
/
Research Papers
/
Testing Tools and Demonstration
at
Room 1
15:30
20m
Research paper
MSGFuzzer: Message Sequence Guided Industrial Robot Protocol Fuzzing
Research Papers
Yang Zhang
Beijing Key Laboratory of IOT Information Security Technology, Institute of Information Engineering, CAS, Beijing, China; School of Cyber Security, University of Chinese Academy of Sciences, Beijing, China
,
Dongliang Fang
Beijing Key Laboratory of IOT Information Security Technology, Institute of Information Engineering, CAS, China; School of Cyber Security, University of Chinese Academy of Sciences, China
,
Puzhuo Liu
Beijing Key Laboratory of IOT Information Security Technology, Institute of Information Engineering, CAS, Beijing, China; School of Cyber Security, University of Chinese Academy of Sciences, Beijing, China;
,
Laile Xi
,
Xiao Lu
,
Xin Chen
,
Shuaizong Si
,
Limin Sun
Institute of Information Engineering, Chinese Academy of Sciences, School of Cyber Security, University of Chinese Academy of Sciences,
15:50
20m
Research paper
U-Fuzz: Stateful Fuzzing of IoT Protocols on COTS Devices
Research Papers
Shang Zewen
,
Matheus Eduardo Garbelini
,
Sudipta Chattopadhyay
Singapore University of Technology and Design
16:10
20m
Research paper
Formatted Stateful Greybox Fuzzing of TLS server
Research Papers
Fan Hu
,
Jiangan Ji
,
Hui Shu
16:30
20m
Long-paper
A Fuzzing-Based Test-Creation Approach for Evaluating Digital TV Receivers via Transport Streams
Journal-First Papers
Fabrício Izumi Banceira
,
Eddie Lima
Samsung Electronics, Brazil
,
Lucas C. Cordeiro
University of Manchester, UK and Federal University of Amazonas, Brazil
,
Orlewilson Maia
,
Rômulo Fabrício
,
Bruno Farias
,
Aguinaldo Silva
16:50
10m
Demonstration
MOTIF: A tool for Mutation Testing with Fuzzing
Testing Tools and Demonstration
Jaekwon Lee
University of Ottawa & University of Luxembourg
,
Enrico Viganò
University of Luxembourg
,
Fabrizio Pastore
University of Luxembourg
,
Lionel Briand
University of Ottawa, Canada; Lero centre, University of Limerick, Ireland
17:00 - 18:00
Open Steering Committee Meeting
Keynotes
at
Room 1
17:00
60m
Meeting
Open Steering Committee Meeting
Keynotes
Thu 30 May
Displayed time zone:
Eastern Time (US & Canada)
change
09:00 - 10:30
Keynote II - Sam Malek
Keynotes
at
Room 1
09:00
90m
Keynote
Beyond Alt Text: Emerging Software Engineering Techniques for a More Accessible Software
Keynotes
K:
Sam Malek
University of California at Irvine
11:00 - 12:40
Test Flakiness
Journal-First Papers
/
Research Papers
/
Industry
at
Room 1
11:00
20m
Long-paper
Test Code Flakiness in Mobile Apps: The Developer's Perspective
Journal-First Papers
Valeria Pontillo
Vrije Universiteit Brussel
,
Fabio Palomba
University of Salerno
,
Filomena Ferrucci
University of Salerno
Link to publication
11:20
20m
Long-paper
Flakiness goes live: Insights from an In Vivo testing simulation study
Journal-First Papers
Morena Barboni
University of Camerino
,
Antonia Bertolino
National Research Council, Italy
,
Guglielmo De Angelis
CNR-IASI
11:40
20m
Research paper
262,447 Test Failures Later: An Empirical Evaluation of Flaky Failure Classifiers
Research Papers
Abdulrahman Alshammari
George Mason University
,
Paul Ammann
George Mason University, USA
,
Michael Hilton
Carnegie Mellon University
,
Jonathan Bell
Northeastern University
12:00
20m
Research paper
Automatically Reproducing Timing-Dependent Flaky-Test Failures
Research Papers
Shanto Rahman
The University of Texas at Austin
,
Aaron Massey
George Mason University
,
Wing Lam
George Mason University
,
August Shi
The University of Texas at Austin
,
Jonathan Bell
Northeastern University
12:20
20m
Industry talk
Cost of Flaky Tests in CI: An Industrial Case Study
Industry
Fabian Leinen
Technical University of Munich
,
Daniel Elsner
TU Munich
,
Alexander Pretschner
TU Munich
,
Andreas Stahlbauer
,
Michael Sailer
,
Elmar Juergens
CQSE GmbH
Pre-print
12:40 - 14:00
Women@ICST Lunch
Social
at
Room 1
Chair(s):
Shiva Nejati
University of Ottawa
12:40
80m
Lunch
Lunch
Social
14:00 - 15:00
Software Testing Education and Fault Localization
Research Papers
/
Journal-First Papers
at
Room 1
Chair(s):
Shin Yoo
Korea Advanced Institute of Science and Technology
14:00
20m
Research paper
State of the Practice in Software Testing Teaching in Four European Countries
Research Papers
Porfirio Tramontana
Department of Electrical Engineering and Information Technologies, University of Naples Federico II, Italy
,
Beatriz Marín
Universitat Politècnica de València
,
Ana Paiva
Faculty of Engineering, University of Porto and INESC TEC
,
Alexandra Mendes
Faculty of Engineering, University of Porto & INESC TEC
,
Tanja E. J. Vos
Universitat Politècnica de València and Open Universiteit
,
Domenico Amalfitano
University of Naples Federico II
,
Felix Cammaerts
KU Leuven
,
Monique Snoeck
Katholieke Universiteit Leuven
,
Anna Rita Fasolino
Federico II University of Naples
14:20
20m
Long-paper
Can gamification help in software testing education? Findings from an empirical study
Journal-First Papers
Raquel Blanco
,
Manuel Trinidad
,
María José Suárez-Cabal
,
Alejandro Calderón Sánchez
,
Mercedes Ruiz
University of Cadiz
,
Javier Tuya
Computer Science Department, University of Oviedo
14:40
20m
Research paper
FusionFL: A statement-level feature fusion based fault localization approach
Research Papers
Yanbo Zhang
,
Yawen Wang
State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications
,
Dongming Zhu
,
Wenjing Liu
15:30 - 16:30
Most Influential Paper
Most Influential Paper
at
Room 1
15:30
60m
Talk
Ask the Mutants: Mutating Faulty Programs for Fault Localization
Most Influential Paper
SEOKHYEON MOON
Samsung SDS
,
Yunho Kim
Hanyang University
,
Moonzoo Kim
KAIST / VPlusLab Inc.
,
Shin Yoo
Korea Advanced Institute of Science and Technology
Fri 31 May
Displayed time zone:
Eastern Time (US & Canada)
change
09:00 - 09:15
Awards
Social
at
Room 1
09:00
15m
Awards
Awards
Social
Shiva Nejati
University of Ottawa
,
Gregory Gay
Chalmers | University of Gothenburg
09:15 - 10:30
Keynote III - Danny Tarlow
Keynotes
at
Room 1
09:15
75m
Keynote
DIDACT: Large sequence models for software development activities
Keynotes
K:
Danny Tarlow
11:00 - 12:20
Testing and Applications
Research Papers
/
Testing Tools and Demonstration
/
Industry
at
Room 1
Chair(s):
Vu Nguyen
Head of Research, Katalon Inc.; University of Science, VNU-HCM, Vietnam
11:00
20m
Industry talk
In industrial embedded software, are some compilation errors easier to localize and fix than others?
Industry
Han Fu
,
Sigrid Eldh
Ericsson AB, Mälardalen University, Carleton Unviersity
,
Kristian Wiklund
Ericsson AB
,
Andreas Ermedahl
,
Philipp Haller
KTH Royal Institute of Technology
,
Cyrille Artho
KTH Royal Institute of Technology, Sweden
11:20
20m
Research paper
Brewing Up Reliability: Espresso Test Generation for Android Apps
Research Papers
Iván Arcuschin Moreno
University of Buenos Aires, Argentina
,
Lisandro Di Meo
,
Michael Auer
University of Passau
,
Juan Pablo Galeotti
University of Buenos Aires
,
Gordon Fraser
University of Passau
11:40
20m
Research paper
Differential Optimization Testing of Gremlin-Based Graph Database Systems
Research Papers
Yingying Zheng
Institute of Software Chinese Academy of Sciences
,
Wensheng Dou
Institute of Software Chinese Academy of Sciences
,
Lei Tang
Institute of Software Chinese Academy of Sciences
,
Ziyu Cui
Institute of Software Chinese Academy of Sciences
,
Jiansen Song
Institute of Software Chinese Academy of Sciences
,
Ziyue Cheng
,
Wei Wang
,
Jun Wei
Institute of Software at Chinese Academy of Sciences; University of Chinese Academy of Sciences; University of Chinese Academy of Sciences Chongqing School
,
Hua Zhong
,
Tao Huang
Institute of Software Chinese Academy of Sciences
12:00
10m
Demonstration
MLHCBugs: A Framework to Reproduce Real Faults in Healthcare Machine Learning Applications
Testing Tools and Demonstration
Guna Sekaran Jaganathan
,
Nazmul Kazi
,
Indika Kahanda
University of North Florida
,
Upulee Kanewala
University of North Florida
12:10
10m
Demonstration
The GitHub Recent Bugs Dataset for Evaluating LLM-based Debugging Applications
Testing Tools and Demonstration
Jae Yong Lee
,
Sungmin Kang
,
Juyeon Yoon
Korea Advanced Institute of Science and Technology
,
Shin Yoo
Korea Advanced Institute of Science and Technology
13:30 - 14:30
Testing and Repair
Research Papers
/
Industry
at
Room 1
Chair(s):
August Shi
The University of Texas at Austin
13:30
20m
Research paper
Evolutionary Testing for Program Repair
Research Papers
Haifeng Ruan
,
Hoang Lam Nguyen
Humboldt-Universität zu Berlin
,
Ridwan Salihin Shariffdeen
National University of Singapore
,
Yannic Noller
Singapore University of Technology and Design
,
Abhik Roychoudhury
National University of Singapore
13:50
20m
Research paper
Does Going Beyond Branch Coverage Make Program Repair Tools More Reliable?
Research Papers
Amirfarhad Nilizadeh
University of Central Florida
,
Gary T. Leavens
University of Central Florida
,
Corina Pasareanu
CMU, NASA, KBR
,
Xuan-Bach D. Le
The University of Melbourne
,
David Cok
CEA, LIST, Software Safety and Security Laboratory
14:10
20m
Industry talk
SafeRevert: When Can Breaking Changes be Automatically Reverted?
Industry
Tim A. D. Henderson
Google
,
Avi Kondareddy
Google
,
Sushmita Azad
,
Eric Nickell
Pre-print
14:30 - 15:30
Panel 2
Keynotes
at
Room 1
14:30
60m
Panel
Panel 2
Keynotes
16:00 - 16:30
Closing
Social
at
Room 1
16:00
30m
Day closing
Closing
Social
Mon 27 May
Displayed time zone:
Eastern Time (US & Canada)
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Room
9:00
30
10:00
30
11:00
30
12:00
30
13:00
30
14:00
30
15:00
30
16:00
30
17:00
30
Room 1
ITEQS
ITEQS I
ITEQS
ITEQS II
ITEQS
ITEQS III
ITEQS
ITEQS IV
Tue 28 May
Displayed time zone:
Eastern Time (US & Canada)
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Room
9:00
30
10:00
30
11:00
30
12:00
30
13:00
30
14:00
30
15:00
30
16:00
30
17:00
30
Room 1
MODAL
Morning
MODAL
Early afternoon
MODAL
Mid afternoon
MODAL
Late afternoon
Wed 29 May
Displayed time zone:
Eastern Time (US & Canada)
change
Room
8:00
30
9:00
30
10:00
30
11:00
30
12:00
30
13:00
30
14:00
30
15:00
30
16:00
30
17:00
30
Room 1
Social
Opening
Keynotes
Keynote I - Lin Tan
Industry + Research Papers + Journal-First Papers
Test Generation and Test Causality
Keynotes
Panel 1
Journal-First Papers + Research Papers + Testing Tools and Demonstration
Fuzzing
Keynotes
Open Steering Committee Meeting
Thu 30 May
Displayed time zone:
Eastern Time (US & Canada)
change
Room
9:00
30
10:00
30
11:00
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12:00
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13:00
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Keynotes
Keynote II - Sam Malek
Journal-First Papers + Research Papers + Industry
Test Flakiness
Social
Women@ICST Lunch
Research Papers + Journal-First Papers
Software Testing Education and Fault Localization
Most Influential Paper
Most Influential Paper
Fri 31 May
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Room 1
Social
Awards
Keynotes
Keynote III - Danny Tarlow
Research Papers + Testing Tools and Demonstration + Industry
Testing and Applications
Research Papers + Industry
Testing and Repair
Keynotes
Panel 2
Social
Closing
Mon 27 May
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Room 1
ITEQS
ITEQS 2024 Opening
09:00 - 09:10
ITEQS
Keynote: The Challenges of Integrating Static Analysis and Dynamic Secu ...
09:15 - 10:15
ITEQS
Automated SQA Framework with Predictive Machine Learning in Airfield So ...
11:00 - 11:30
ITEQS
Early Detection with Explainability of Network Attacks Using Deep Learning
11:30 - 12:00
ITEQS
Testing cyber-physical systems with explicit output coverage
12:00 - 12:30
ITEQS
A Survey on the Verification and Validation of Artificial Pancreas Soft ...
14:00 - 14:30
ITEQS
ConDU: Method for On-the-fly Detection of Non-deadlock Concurrency Erro ...
14:30 - 15:00
ITEQS
Java Lock Contention Anti-Patterns and Their Associated Recommendations
15:00 - 15:30
ITEQS
Closing
16:00 - 16:10
Tue 28 May
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MODAL
Welcome ceremony
09:30 - 09:45
MODAL
Keynote: Speaker 1
09:45 - 10:30
MODAL
Lightning (5-10 min.) talks
11:00 - 11:45
MODAL
Panel: Mobile testing
11:45 - 12:30
MODAL
Keynote: Speaker 2
14:00 - 14:45
MODAL
Panel: Mobile program analysis
14:45 - 15:30
MODAL
Keynote: Speaker 3
16:00 - 16:45
MODAL
Panel: Community dataset and infrastructure
16:45 - 17:30
Wed 29 May
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Room 1
ICST Social
Opening
08:30 - 09:00
ICST Keynotes
Synergy of Software Reliability and Large Language Models
09:00 - 10:30
ICST Research Papers
Automatically Removing Unnecessary Stubbings from Test Suites
11:00 - 11:20
ICST Industry
BugOut: Automated Test Generation and Bug Detection for Low-Code
11:20 - 11:40
ICST Research Papers
Enhanced Fast and Reliable Statistical Vulnerability Root Cause Analysi ...
11:40 - 12:00
ICST Research Papers
Causal Test Adequacy
12:00 - 12:20
ICST Journal-First Papers
Summary of Automated Code-based Test Case Reuse for Software Product Li ...
12:20 - 12:40
ICST Keynotes
Panel 1
14:00 - 15:00
ICST Research Papers
MSGFuzzer: Message Sequence Guided Industrial Robot Protocol Fuzzing
15:30 - 15:50
ICST Research Papers
U-Fuzz: Stateful Fuzzing of IoT Protocols on COTS Devices
15:50 - 16:10
ICST Research Papers
Formatted Stateful Greybox Fuzzing of TLS server
16:10 - 16:30
ICST Journal-First Papers
A Fuzzing-Based Test-Creation Approach for Evaluating Digital TV Receiv ...
16:30 - 16:50
ICST Testing Tools and Demonstration
MOTIF: A tool for Mutation Testing with Fuzzing
16:50 - 17:00
ICST Keynotes
Open Steering Committee Meeting
17:00 - 18:00
Thu 30 May
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Room 1
ICST Keynotes
Beyond Alt Text: Emerging Software Engineering Techniques for a More Ac ...
09:00 - 10:30
ICST Journal-First Papers
Test Code Flakiness in Mobile Apps: The Developer's Perspective
11:00 - 11:20
ICST Journal-First Papers
Flakiness goes live: Insights from an In Vivo testing simulation study
11:20 - 11:40
ICST Research Papers
262,447 Test Failures Later: An Empirical Evaluation of Flaky Failure C ...
11:40 - 12:00
ICST Research Papers
Automatically Reproducing Timing-Dependent Flaky-Test Failures
12:00 - 12:20
ICST Industry
Cost of Flaky Tests in CI: An Industrial Case Study
12:20 - 12:40
ICST Social
Lunch
12:40 - 14:00
ICST Research Papers
State of the Practice in Software Testing Teaching in Four European Cou ...
14:00 - 14:20
ICST Journal-First Papers
Can gamification help in software testing education? Findings from an e ...
14:20 - 14:40
ICST Research Papers
FusionFL: A statement-level feature fusion based fault localization app ...
14:40 - 15:00
ICST Most Influential Paper
Ask the Mutants: Mutating Faulty Programs for Fault Localization
15:30 - 16:30
Fri 31 May
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ICST Social
Awards
09:00 - 09:15
ICST Keynotes
DIDACT: Large sequence models for software development activities
09:15 - 10:30
ICST Industry
In industrial embedded software, are some compilation errors easier to ...
11:00 - 11:20
ICST Research Papers
Brewing Up Reliability: Espresso Test Generation for Android Apps
11:20 - 11:40
ICST Research Papers
Differential Optimization Testing of Gremlin-Based Graph Database Systems
11:40 - 12:00
ICST Testing Tools and Demonstration
MLHCBugs: A Framework to Reproduce Real Faults in Healthcare Machine Le ...
12:00 - 12:10
ICST Testing Tools and Demonstration
The GitHub Recent Bugs Dataset for Evaluating LLM-based Debugging Appli ...
12:10 - 12:20
ICST Research Papers
Evolutionary Testing for Program Repair
13:30 - 13:50
ICST Research Papers
Does Going Beyond Branch Coverage Make Program Repair Tools More Reliable?
13:50 - 14:10
ICST Industry
SafeRevert: When Can Breaking Changes be Automatically Reverted?
14:10 - 14:30
ICST Keynotes
Panel 2
14:30 - 15:30
ICST Social
Closing
16:00 - 16:30
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Wed 8 May 06:02