FSE 2024 CoLos
32nd ACM International Conference on the Foundations of Software Engineering (FSE 2024)
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1st ACM International Conference on AI-Powered Software (AIware 2024)
,
July 15–16, 2024
,
Porto de Galinhas, Brazil
AIware 2024 – Proceedings
Contents
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Abstracts
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Authors
Twitter:
https://twitter.com/esecfse
1st ACM International Conference on AI-Powered Software (AIware 2024)
Frontmatter
Title Page
Welcome from the Chairs
AIware 2024 Organization
Main Track
Identifying the Factors That Influence Trust in AI Code Completion
Adam Brown
,
Sarah D'Angelo
,
Ambar Murillo
,
Ciera Jaspan
, and
Collin Green
(Google, USA; Google, New Zealand; Google, Germany)
Publisher's Version
Unveiling the Potential of a Conversational Agent in Developer Support: Insights from Mozilla’s PDF.js Project
João Correia
,
Morgan C. Nicholson
,
Daniel Coutinho
,
Caio Barbosa
,
Marco Castelluccio
,
Marco Gerosa
,
Alessandro Garcia
, and
Igor Steinmacher
(PUC-Rio, Brazil; University of São Paulo, Brazil; Mozilla, United Kingdom; Northern Arizona University, USA)
Publisher's Version
Function+Data Flow: A Framework to Specify Machine Learning Pipelines for Digital Twinning
Eduardo de Conto
,
Blaise Genest
, and
Arvind Easwaran
(Nanyang Technological University, Singapore; CNRS@CREATE, Singapore; IPAL, Singapore)
Publisher's Version
A Transformer-Based Approach for Smart Invocation of Automatic Code Completion
Aral de Moor
,
Arie van Deursen
, and
Maliheh Izadi
(Delft University of Technology, Netherlands)
Publisher's Version
From Human-to-Human to Human-to-Bot Conversations in Software Engineering
Ranim Khojah
,
Francisco Gomes de Oliveira Neto
, and
Philipp Leitner
(Chalmers - University of Gothenburg, Sweden)
Publisher's Version
Unveiling Assumptions: Exploring the Decisions of AI Chatbots and Human Testers
Francisco Gomes de Oliveira Neto
(Chalmers - University of Gothenburg, Sweden)
Publisher's Version
Published Artifact
Artifacts Available
Green AI in Action: Strategic Model Selection for Ensembles in Production
Nienke Nijkamp
,
June Sallou
,
Niels van der Heijden
, and
Luís Cruz
(Delft University of Technology, Netherlands; Deloitte Risk Advisory, Netherlands; University of Amsterdam, Netherlands)
Publisher's Version
Measuring Impacts of Poisoning on Model Parameters and Embeddings for Large Language Models of Code
Aftab Hussain
,
Md Rafiqul Islam Rabin
, and
Mohammad Amin Alipour
(University of Houston, USA)
Publisher's Version
A Comparative Analysis of Large Language Models for Code Documentation Generation
Shubhang Shekhar Dvivedi
,
Vyshnav Vijay
,
Sai Leela Rahul Pujari
,
Shoumik Lodh
, and
Dhruv Kumar
(IIIT Delhi, India)
Publisher's Version
An AI System Evaluation Framework for Advancing AI Safety: Terminology, Taxonomy, Lifecycle Mapping
Boming Xia
,
Qinghua Lu
,
Liming Zhu
, and
Zhenchang Xing
(CSIRO’s Data61, Australia; UNSW, Australia; Australian National University, Australia)
Publisher's Version
Towards AI for Software Systems
Nafise Eskandani
and
Guido Salvaneschi
(ABB Corporate Research Center, Germany; University of St. Gallen, Switzerland)
Publisher's Version
AI-Assisted Assessment of Coding Practices in Modern Code Review
Manushree Vijayvergiya
,
Małgorzata Salawa
,
Ivan Budiselić
,
Dan Zheng
,
Pascal Lamblin
,
Marko Ivanković
,
Juanjo Carin
,
Mateusz Lewko
,
Jovan Andonov
,
Goran Petrović
,
Daniel Tarlow
,
Petros Maniatis
, and
René Just
(Google, Switzerland; Google DeepMind, USA; Google DeepMind, Canada; Google, USA; University of Washington, USA)
Publisher's Version
Leveraging Machine Learning for Optimal Object-Relational Database Mapping in Software Systems
Sasan Azizian
,
Elham Rastegari
, and
Hamid Bagheri
(University of Nebraska-Lincoln, USA; University of Creighton, USA)
Publisher's Version
A Case Study of LLM for Automated Vulnerability Repair: Assessing Impact of Reasoning and Patch Validation Feedback
Ummay Kulsum
,
Haotian Zhu
,
Bowen Xu
, and
Marcelo d'Amorim
(North Carolina State University, USA; Singapore Management University, Singapore)
Publisher's Version
SolMover: Smart Contract Code Translation Based on Concepts
Rabimba Karanjai
,
Lei Xu
, and
Weidong Shi
(University of Houston, USA; Kent State University, USA)
Publisher's Version
Chain of Targeted Verification Questions to Improve the Reliability of Code Generated by LLMs
Sylvain Kouemo Ngassom
,
Arghavan Moradi Dakhel
,
Florian Tambon
, and
Foutse Khomh
(Polytechnique Montréal, Canada)
Publisher's Version
The Role of Generative AI in Software Development Productivity: A Pilot Case Study
Mariana Coutinho
,
Lorena Marques
,
Anderson Santos
,
Marcio Dahia
,
Cesar França
, and
Ronnie de Souza Santos
(CESAR School, Brazil; University of Calgary, Canada)
Publisher's Version
The Art of Programming: Challenges in Generating Code for Creative Applications
Michael Cook
(King’s College London, United Kingdom)
Publisher's Version
Automatic Programming vs. Artificial Intelligence
James Noble
(Creative Research & Programming, New Zealand; Australian National University, Australia)
Publisher's Version
Neuro-Symbolic Approach to Certified Scientific Software Synthesis
Hamid Bagheri
,
Mehdi Mirakhorli
,
Mohamad Fazelnia
,
Ibrahim Mujhid
, and
Md Rashedul Hasan
(University of Nebraska-Lincoln, USA; University of Hawaii at Manoa, USA)
Publisher's Version
Effectiveness of ChatGPT for Static Analysis: How Far Are We?
Mohammad Mahdi Mohajer
,
Reem Aleithan
,
Nima Shiri Harzevili
,
Moshi Wei
,
Alvine Boaye Belle
,
Hung Viet Pham
, and
Song Wang
(York University, Canada)
Publisher's Version
Published Artifact
Artifacts Available
RUBICON: Rubric-Based Evaluation of Domain-Specific Human AI Conversations
Param Biyani
,
Yasharth Bajpai
,
Arjun Radhakrishna
,
Gustavo Soares
, and
Sumit Gulwani
(Microsoft, India; Microsoft, USA)
Publisher's Version
Info
Challenge Track
Investigating the Potential of Using Large Language Models for Scheduling
Deddy Jobson
and
Yilin Li
(Mercari, Japan)
Publisher's Version
Automated Scheduling for Thematic Coherence in Conferences
Mahzabeen Emu
,
Tasnim Ahmed
, and
Salimur Choudhury
(Queen’s University, Canada)
Publisher's Version
Conference Program Scheduling using Genetic Algorithms
Rucha Deshpande
,
Aishwarya Devi Akila Pandian
, and
Vigneshwaran Dharmalingam
(Purdue University, USA)
Publisher's Version
Industry Statements and Demo Track
AI Assistant in JetBrains IDE: Insights and Challenges (Invited Talk)
Andrey Sokolov
(JetBrains, Netherlands)
Publisher's Version
AI-Assisted User Intent Formalization for Programs: Problem and Applications (Invited Talk)
Shuvendu K. Lahiri
(Microsoft Research, USA)
Publisher's Version
AI-Based Digital Twins: A Tale of Innovation in Norwegian Public Sectors (Invited Talk)
Shaukat Ali
(Simula, Norway)
Publisher's Version
Agents for Data Science: From Raw Data to AI-Generated Notebooks using LLMs and Code Execution (Invited Talk)
Jiahao Cai
(Google, USA)
Publisher's Version
AI in Software Engineering at Google: Progress and the Path Ahead (Invited Talk)
Satish Chandra
(Google, USA)
Publisher's Version
proc time: 5.55