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- short_name: REAgent
title: 'REAgent: Requirement-Driven LLM Agents for Software Issue Resolution'
authors: Shiqi Kuang, Zhao Tian, Kaiwei Lin, Chaofan Tao, Shaowei Wang, Haoli Bai,
Lifeng Shang, Junjie Chen
year: '2026'
venue: arXiv preprint arXiv:2604.06861
month: 2026-04
links:
arxiv: https://arxiv.org/abs/2604.06861
- short_name: SWE-AGILE
title: 'SWE-AGILE: A Software Agent Framework for Efficiently Managing Dynamic
Reasoning Context'
authors: Shuquan Lian, Juncheng Liu, Yazhe Chen, Yuhong Chen, Hui Li
year: '2026'
venue: arXiv preprint arXiv:2604.11716
month: 2026-04
links:
arxiv: https://arxiv.org/abs/2604.11716
- short_name: Confucius Code Agent
title: 'Confucius Code Agent: Scalable Agent Scaffolding for Real-World Codebases'
authors: Sherman Wong, Zhenting Qi, Zhaodong Wang, Nathan Hu, Samuel Lin, Jun Ge,
Erwin Gao et al.
year: '2025'
venue: arXiv preprint arXiv:2512.10398
month: 2025-12
links:
arxiv: https://arxiv.org/abs/2512.10398
- short_name: TOM-SWE
title: 'TOM-SWE: User Mental Modeling For Software Engineering Agents'
authors: Xuhui Zhou, Valerie Chen, Zora Zhiruo Wang, Graham Neubig, Maarten Sap,
Xingyao Wang
year: '2025'
venue: arXiv preprint arXiv:2510.21903
month: 2025-10
links:
arxiv: https://arxiv.org/abs/2510.21903
- short_name: Lita
title: 'Lita: Light Agent Uncovers the Agentic Coding Capabilities of LLMs'
authors: Hankun Dai, Maoquan Wang, Mengnan Qi, Yikai Zhang, Zijian Jin, Yongqiang
Yao, Yufan Huang et al.
year: '2025'
venue: arXiv preprint arXiv:2509.25873
month: 2025-09
links:
arxiv: https://arxiv.org/abs/2509.25873
- short_name: Live-SWE-agent
title: 'SE-Agent: Self-Evolution Trajectory Optimization in Multi-Step Reasoning
with LLM-Based Agents'
authors: Yifu Guo, Jiaye Lin, Huacan Wang, Yuzhen Han, Sen Hu, Ziyi Ni, Licheng
Wang et al.
year: '2025'
venue: The Thirty-ninth Annual Conference on Neural Information Processing Systems
2025
month: 2025-08
links:
arxiv: https://arxiv.org/abs/2508.02085v6
openreview: https://openreview.net/forum?id=isATAFP71B
- short_name: Trae Agent
title: 'Trae Agent: An LLM-based Agent for Software Engineering with Test-time Scaling'
authors: Trae Research Team, Pengfei Gao, Zhao Tian, Xiangxin Meng, Xinchen Wang,
Ruida Hu, Yuanan Xiao et al.
year: '2025'
venue: arXiv preprint arXiv:2507.23370
month: 2025-07
links:
arxiv: https://arxiv.org/abs/2507.23370
- short_name: LCLM
title: 'Putting It All into Context: Simplifying Agents with LCLMs'
authors: Mingjian Jiang, Yangjun Ruan, Luis Lastras, Pavan Kapanipathi, Tatsunori
Hashimoto
year: '2025'
venue: arXiv preprint arXiv:2505.08120
month: 2025-05
links:
arxiv: https://arxiv.org/abs/2505.08120
- short_name: PatchPilot
title: 'PatchPilot: A Cost-Efficient Software Engineering Agent with Early Attempts
on Formal Verification'
authors: Hongwei Li, Yuheng Tang, Shiqi Wang, Wenbo Guo
year: '2025'
venue: Forty-second International Conference on Machine Learning 2025
month: 2025-02
links:
arxiv: https://arxiv.org/abs/2502.02747v2
openreview: https://openreview.net/forum?id=ybODpT8ydV
- short_name: SWE-agent
title: 'Swe-agent: Agent-computer interfaces enable automated software engineering'
authors: Yang, John, Jimenez, Carlos E, Wettig, Alexander, Lieret, Kilian, Yao,
Shunyu, Narasimhan, Karthik, Press, Ofir
year: '2024'
venue: Advances in Neural Information Processing Systems 2024
month: 2024-05
links:
arxiv: https://arxiv.org/abs/2405.15793v3
- short_name: Devin
title: SWE-bench technical report
authors: Cognition-Team
year: '2024'
venue: '2025'
month: 2024-03
links:
website: https://cognition.ai/blog/swe-bench-technical-report
- short_name: Aider
title: Aider
authors: Aider AI
year: '2023'
venue: '-'
month: 2023-06
links:
github: https://github.com/Aider-AI/aider
website: https://aider.chat/