From 9fd3b3dd7815a7d28c1fbd4cfd4211f3c18800b2 Mon Sep 17 00:00:00 2001 From: OpenClaw Agent <> Date: Thu, 16 Apr 2026 17:14:22 +0800 Subject: [PATCH] Add 7 new papers from April 2026 Papers added: - REAgent (2604.06861) - single_agent: Requirement-Driven LLM Agents for Software Issue Resolution - SWE-AGILE (2604.11716) - single_agent: Dynamic Reasoning Context Management - AgentForge (2604.13120) - multi_agent: Execution-Grounded Multi-Agent Framework - CODESTRUCT (2604.05407) - workflow: Code Agents over Structured Action Spaces (ACL 2026) - SWE-ZERO to SWE-HERO (2604.01496) - sft: Execution-free to Execution-based Fine-tuning - PassRateConstraint (2604.05955) - methods_analysis: Design Constraint Compliance Evaluation - RTMC (2604.11037) - rl: Step-Level Credit Assignment via Rollout Trees --- app/data/papers_methods_analysis.yaml | 10 ++++++++++ app/data/papers_multi_agent.yaml | 9 +++++++++ app/data/papers_rl.yaml | 8 ++++++++ app/data/papers_sft.yaml | 9 +++++++++ app/data/papers_single_agent.yaml | 18 ++++++++++++++++++ app/data/papers_workflow.yaml | 10 ++++++++++ 6 files changed, 64 insertions(+) diff --git a/app/data/papers_methods_analysis.yaml b/app/data/papers_methods_analysis.yaml index 78a736a..2bc9c35 100644 --- a/app/data/papers_methods_analysis.yaml +++ b/app/data/papers_methods_analysis.yaml @@ -1,3 +1,13 @@ +- short_name: PassRateConstraint + title: 'Does Pass Rate Tell the Whole Story? Evaluating Design Constraint Compliance + in LLM-based Issue Resolution' + authors: Kai Yu, Zhenhao Zhou, Junhao Zeng, Ying Wang, Xueying Du, Zhiqiang Yuan, + Junwei Liu, Ziyu Zhou, Yujia Wang, Chong Wang, Xin Peng + year: '2026' + venue: arXiv preprint arXiv:2604.05955 + month: 2026-04 + links: + arxiv: https://arxiv.org/abs/2604.05955 - short_name: ContextBench title: 'ContextBench: A Benchmark for Context Retrieval in Coding Agents' authors: Han Li, Letian Zhu, Bohan Zhang, Rili Feng, Jiaming Wang, Yue Pan, Earl diff --git a/app/data/papers_multi_agent.yaml b/app/data/papers_multi_agent.yaml index 6c14fa3..d70e6dd 100644 --- a/app/data/papers_multi_agent.yaml +++ b/app/data/papers_multi_agent.yaml @@ -1,3 +1,12 @@ +- short_name: AgentForge + title: 'AgentForge: Execution-Grounded Multi-Agent LLM Framework for Autonomous + Software Engineering' + authors: Rajesh Kumar, Waqar Ali, Junaid Ahmed, Najma Imtiaz Ali, Shaban Usman + year: '2026' + venue: arXiv preprint arXiv:2604.13120 + month: 2026-04 + links: + arxiv: https://arxiv.org/abs/2604.13120 - short_name: SWE-Adept title: 'SWE-Adept: An LLM-Based Agentic Framework for Deep Codebase Analysis and Structured Issue Resolution' diff --git a/app/data/papers_rl.yaml b/app/data/papers_rl.yaml index bb9f9b8..937ea5c 100644 --- a/app/data/papers_rl.yaml +++ b/app/data/papers_rl.yaml @@ -1,3 +1,11 @@ +- short_name: RTMC + title: 'RTMC: Step-Level Credit Assignment via Rollout Trees' + authors: Tao Wang, Suhang Zheng, Xiaoxiao Xu + year: '2026' + venue: arXiv preprint arXiv:2604.11037 + month: 2026-04 + links: + arxiv: https://arxiv.org/abs/2604.11037 - short_name: SWE-Fuse title: 'SWE-Fuse: Empowering Software Agents via Issue-free Trajectory Learning and Entropy-aware RLVR Training' diff --git a/app/data/papers_sft.yaml b/app/data/papers_sft.yaml index b5fd222..8c48385 100644 --- a/app/data/papers_sft.yaml +++ b/app/data/papers_sft.yaml @@ -1,3 +1,12 @@ +- short_name: SWE-ZERO to SWE-HERO + title: 'From SWE-ZERO to SWE-HERO: Execution-free to Execution-based Fine-tuning + for Software Engineering Agents' + authors: Nikolai Ludwig, Wasi Uddin Ahmad, Somshubra Majumdar, Boris Ginsburg + year: '2026' + venue: arXiv preprint arXiv:2604.01496 + month: 2026-04 + links: + arxiv: https://arxiv.org/abs/2604.01496 - short_name: OpenSWE title: 'daVinci-Env: Open SWE Environment Synthesis at Scale' authors: Dayuan Fu, Shenyu Wu, Yunze Wu, Zerui Peng, Yaxing Huang, Jie Sun, Ji Zeng, diff --git a/app/data/papers_single_agent.yaml b/app/data/papers_single_agent.yaml index 8ed2dea..971e95e 100644 --- a/app/data/papers_single_agent.yaml +++ b/app/data/papers_single_agent.yaml @@ -1,3 +1,21 @@ +- 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, diff --git a/app/data/papers_workflow.yaml b/app/data/papers_workflow.yaml index e621d64..5f12622 100644 --- a/app/data/papers_workflow.yaml +++ b/app/data/papers_workflow.yaml @@ -1,3 +1,13 @@ +- 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,