Cover Image

Challenges and Paths Towards AI for Software Engineering

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Gu, Alex, Jain, Naman, Li, Wen-Ding, Shetty, Manish, Shao, Yijia, Li, Ziyang, Yang, Diyi, Ellis, Kevin, Sen, Koushik, Solar-Lezama, Armando
Format:	Preprint
Published:	2025
Subjects:	Software Engineering Artificial Intelligence Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

GSO: Challenging Software Optimization Tasks for Evaluating SWE-Agents
by: Shetty, Manish, et al.
Published: (2025)

The Counterfeit Conundrum: Can Code Language Models Grasp the Nuances of Their Incorrect Generations?
by: Gu, Alex, et al.
Published: (2024)

LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code
by: Jain, Naman, et al.
Published: (2024)

R2E-Gym: Procedural Environments and Hybrid Verifiers for Scaling Open-Weights SWE Agents
by: Jain, Naman, et al.
Published: (2025)

Syzygy: Dual Code-Test C to (safe) Rust Translation using LLMs and Dynamic Analysis
by: Shetty, Manish, et al.
Published: (2024)

KISS Sorcar: A Stupidly-Simple General-Purpose and Software Engineering AI Assistant
by: Sen, Koushik
Published: (2026)

An Empirical Study of Speculative Decoding on Software Engineering Tasks
by: Li, Yijia, et al.
Published: (2026)

CRUXEval: A Benchmark for Code Reasoning, Understanding and Execution
by: Gu, Alex, et al.
Published: (2024)

The Second Round: Diverse Paths Towards Software Engineering
by: Hyrynsalmi, Sonja, et al.
Published: (2024)

Towards Comprehensive Benchmarking Infrastructure for LLMs In Software Engineering
by: Rodriguez-Cardenas, Daniel, et al.
Published: (2026)

AI-Driven Self-Evolving Software: A Promising Path Toward Software Automation
by: Cai, Liyi, et al.
Published: (2025)

Deep Learning-based Software Engineering: Progress, Challenges, and Opportunities
by: Chen, Xiangping, et al.
Published: (2024)

Quantum Software Engineering: Roadmap and Challenges Ahead
by: Murillo, Juan M., et al.
Published: (2024)

CodeClash: Benchmarking Goal-Oriented Software Engineering
by: Yang, John, et al.
Published: (2025)

Quantum Software Engineering and Potential of Quantum Computing in Software Engineering Research: A Review
by: Mandal, Ashis Kumar, et al.
Published: (2025)

Awakening: Modern Challenges and Opportunities of Software Engineering Research
by: Spinellis, Diomidis, et al.
Published: (2026)

Data Augmentation for Improving Emotion Recognition in Software Engineering Communication
by: Imran, Mia Mohammad, et al.
Published: (2022)

Is Self-Repair a Silver Bullet for Code Generation?
by: Olausson, Theo X., et al.
Published: (2023)

Is Programming by Example solved by LLMs?
by: Li, Wen-Ding, et al.
Published: (2024)

Analysis of Student-LLM Interaction in a Software Engineering Project
by: Naman, Agrawal, et al.
Published: (2025)

The Essence of Software Engineering
Published: (2018)

Hidden Populations in Software Engineering: Challenges, Lessons Learned, and Opportunities
by: Santos, Ronnie de Souza, et al.
Published: (2024)

The Current Challenges of Software Engineering in the Era of Large Language Models
by: Gao, Cuiyun, et al.
Published: (2024)

Agentic Pipelines in Embedded Software Engineering: Emerging Practices and Challenges
by: Sun, Simin, et al.
Published: (2026)

Reusing Deep Learning Models: Challenges and Directions in Software Engineering
by: Davis, James C., et al.
Published: (2024)

Exploring the Garden of Forking Paths in Empirical Software Engineering Research: A Multiverse Analysis
by: Cassee, Nathan, et al.
Published: (2025)

Impostor Phenomenon as Human Debt: A Challenge to the Future of Software Engineering
by: Guenes, Paloma, et al.
Published: (2026)

Software Product Line Engineering: Adoption, Tooling and AI Era Challenges
by: Nazar, Najam
Published: (2026)

SWE-smith: Scaling Data for Software Engineering Agents
by: Yang, John, et al.
Published: (2025)

SEAlign: Alignment Training for Software Engineering Agent
by: Zhang, Kechi, et al.
Published: (2025)

Challenges in Developing Secure Software -- Results of an Interview Study in the German Software Industry
by: Mattukat, Alex R., et al.
Published: (2025)

Insights Towards Better Case Study Reporting in Software Engineering
by: Rico, Sergio
Published: (2024)

Towards an Understanding of Large Language Models in Software Engineering Tasks
by: Zheng, Zibin, et al.
Published: (2023)

Towards A Sustainable Future for Peer Review in Software Engineering
by: Parra, Esteban, et al.
Published: (2026)

SENAI: Towards Software Engineering Native Generative Artificial Intelligence
by: Saad, Mootez, et al.
Published: (2025)

What Is an App Store? The Software Engineering Perspective
by: Zhu, Wenhan, et al.
Published: (2024)

Clearing the Path for Software Sustainability
by: Gross, Jennifer, et al.
Published: (2024)

Towards AI-Native Software Engineering (SE 3.0): A Vision and a Challenge Roadmap
by: Hassan, Ahmed E., et al.
Published: (2024)

A Path Less Traveled: Reimagining Software Engineering Automation via a Neurosymbolic Paradigm
by: Mastropaolo, Antonio, et al.
Published: (2025)

Software Heritage: Towards A New Era for Software Engineering, Cybersecurity, and AI
by: Di Cosmo, Roberto, et al.
Published: (2025)