AIware 2024 – Proceedings

1st ACM International Conference on AI-Powered Software (AIware 2024)

Frontmatter

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 Article: fsews24aiwaremain-p6-p doi:10.1145/3664646.3664757

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 Article: fsews24aiwaremain-p10-p doi:10.1145/3664646.3664758

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 Article: fsews24aiwaremain-p13-p doi:10.1145/3664646.3664759

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 Article: fsews24aiwaremain-p15-p doi:10.1145/3664646.3664760

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 Article: fsews24aiwaremain-p26-p doi:10.1145/3664646.3664761

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 Article: fsews24aiwaremain-p28-p doi:10.1145/3664646.3664762

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 Article: fsews24aiwaremain-p30-p doi:10.1145/3664646.3664763

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 Article: fsews24aiwaremain-p33-p doi:10.1145/3664646.3664764

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 Article: fsews24aiwaremain-p36-p doi:10.1145/3664646.3664765

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 Article: fsews24aiwaremain-p44-p doi:10.1145/3664646.3664766

Towards AI for Software Systems
Nafise Eskandani and Guido Salvaneschi
(ABB Corporate Research Center, Germany; University of St. Gallen, Switzerland)

Publisher's Version Article: fsews24aiwaremain-p46-p doi:10.1145/3664646.3664767

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 Article: fsews24aiwaremain-p52-p doi:10.1145/3664646.3665664

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 Article: fsews24aiwaremain-p54-p doi:10.1145/3664646.3664769

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 Article: fsews24aiwaremain-p64-p doi:10.1145/3664646.3664770

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 Article: fsews24aiwaremain-p67-p doi:10.1145/3664646.3664771

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 Article: fsews24aiwaremain-p72-p doi:10.1145/3664646.3664772

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 Article: fsews24aiwaremain-p74-p doi:10.1145/3664646.3664773

The Art of Programming: Challenges in Generating Code for Creative Applications
Michael Cook
(King’s College London, United Kingdom)

Publisher's Version Article: fsews24aiwaremain-p88-p doi:10.1145/3664646.3664774

Automatic Programming vs. Artificial Intelligence
James Noble
(Creative Research & Programming, New Zealand; Australian National University, Australia)

Publisher's Version Article: fsews24aiwaremain-p89-p doi:10.1145/3664646.3664775

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 Article: fsews24aiwaremain-p91-p doi:10.1145/3664646.3664776

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 Article: fsews24aiwaremain-p93-p doi:10.1145/3664646.3664777

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 Article: fsews24aiwaremain-p98-p doi:10.1145/3664646.3664778

Challenge Track

Investigating the Potential of Using Large Language Models for Scheduling
Deddy Jobson and Yilin Li
(Mercari, Japan)

Publisher's Version Article: fsews24aiwaremain-p27-p doi:10.1145/3664646.3665084

Automated Scheduling for Thematic Coherence in Conferences
Mahzabeen Emu, Tasnim Ahmed, and Salimur Choudhury
(Queen’s University, Canada)

Publisher's Version Article: fsews24aiwaremain-p65-p doi:10.1145/3664646.3665085

Conference Program Scheduling using Genetic Algorithms
Rucha Deshpande, Aishwarya Devi Akila Pandian, and Vigneshwaran Dharmalingam
(Purdue University, USA)

Publisher's Version Article: fsews24aiwaremain-p73-p doi:10.1145/3664646.3665086

Industry Statements and Demo Track

AI Assistant in JetBrains IDE: Insights and Challenges (Invited Talk)
Andrey Sokolov
(JetBrains, Netherlands)

Publisher's Version Article: fsews24aiwaremain-p01-p doi:10.1145/3664646.3676273

AI-Assisted User Intent Formalization for Programs: Problem and Applications (Invited Talk)
Shuvendu K. Lahiri
(Microsoft Research, USA)

Publisher's Version Article: fsews24aiwaremain-p02-p doi:10.1145/3664646.3676274

AI-Based Digital Twins: A Tale of Innovation in Norwegian Public Sectors (Invited Talk)
Shaukat Ali
(Simula, Norway)

Publisher's Version Article: fsews24aiwaremain-p03-p doi:10.1145/3664646.3676275

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 Article: fsews24aiwaremain-p04-p doi:10.1145/3664646.3676276

AI in Software Engineering at Google: Progress and the Path Ahead (Invited Talk)
Satish Chandra
(Google, USA)

Publisher's Version Article: fsews24aiwaremain-p05-p doi:10.1145/3664646.3676277

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