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- short_name: CODESTRUCT
title: 'CODESTRUCT: Code Agents over Structured Action Spaces'
authors: Myeongsoo Kim, Joe Hsu, Dingmin Wang, Shweta Garg, Varun Kumar, Murali
Krishna Ramanathan
year: '2026'
venue: Proceedings of the 64th Annual Meeting of the Association for Computational
Linguistics (ACL 2026)
month: 2026-04
links:
arxiv: https://arxiv.org/abs/2604.05407
- short_name: SynFix
title: 'SynFix: Dependency-Aware Program Repair via RelationGraph Analysis'
authors: Tang, Xunzhu, Gao, Jiechao, Xu, Jin, Sun, Tiezhu, Song, Yewei, Ezzini,
Saad, Ouedraogo, Wendk\^uuni C. et al.
year: '2025'
venue: 'Findings of the Association for Computational Linguistics: ACL 2025 2025'
month: 2025-07
links:
website: https://ezzini.github.io/CSAL/publication/tang-2025-synfix/
doi: https://aclanthology.org/2025.findings-acl.252.pdf
- short_name: GUIRepair
title: 'Seeing is Fixing: Cross-Modal Reasoning with Multimodal LLMs for Visual
Software Issue Fixing'
authors: Kai Huang, Jian Zhang, Xiaofei Xie, Chunyang Chen
year: '2025'
venue: ASE 2025
month: 2025-06
links:
arxiv: https://arxiv.org/abs/2506.16136v1
- short_name: CodeV
title: 'CodeV: Issue Resolving with Visual Data'
authors: Zhang, Linhao, Zan, Daoguang, Yang, Quanshun, Huang, Zhirong, Chen, Dong,
Shen, Bo, Liu, Tianyu et al.
year: '2024'
venue: 'Findings of the Association for Computational Linguistics: ACL 2025 2025'
month: 2024-12
links:
arxiv: https://arxiv.org/abs/2412.17315v1
doi: http://dx.doi.org/10.18653/v1/2025.findings-acl.384
- short_name: Conversational Pipeline
title: Exploring the Potential of Conversational Test Suite Based Program Repair
on SWE-bench
authors: Anton Cheshkov, Pavel Zadorozhny, Rodion Levichev, Evgeny Maslov, Ronaldo
Franco Jaldin
year: '2024'
venue: arXiv preprint arXiv:2410.04485
month: 2024-10
links:
arxiv: https://arxiv.org/abs/2410.04485
- short_name: Agentless
title: Demystifying LLM-Based Software Engineering Agents
authors: Chun Xia, Yinlin Deng, Soren Dunn, Lingming Zhang
year: '2024'
venue: Proceedings of the ACM on Software Engineering 2025
month: 2024-07
links:
arxiv: https://arxiv.org/abs/2407.01489v2
website: https://api.semanticscholar.org/CorpusID:277850376