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代码生成、软件工程智能体、程序修复、测试生成和开发者工具。

2025-10-31 至 2025-10-31 共收录 6 篇信号源：cs.SE, cs.CL, cs.AI, cs.LG, cs.PL

1. 仓库级理解 6 篇

2510.26790 2025-10-31 cs.CL cs.AI 62%

Gistify! Codebase-Level Understanding via Runtime Execution

Hyunji Lee, Minseon Kim, Chinmay Singh, Matheus Pereira, Atharv Sonwane, Isadora White, Elias Stengel-Eskin, Mohit Bansal, Zhengyan Shi, Alessandro Sordoni, Marc-Alexandre Côté, Xingdi Yuan, Lucas Caccia

机构 * University of North Carolina at Chapel Hill（北卡罗来纳大学教堂山分校）； Microsoft Research（微软研究院）； Cornell University（康奈尔大学）； University of California San Diego（加州大学圣地亚哥分校）； University of Texas at Austin（德克萨斯大学奥斯汀分校）

专题命中仓库级理解：coding agent(abstract)；分类 cs.CL、cs.AI

2510.26646 2025-10-31 cs.RO cs.AI cs.LG 62%

Hybrid DQN-TD3 Reinforcement Learning for Autonomous Navigation in Dynamic Environments

Xiaoyi He, Danggui Chen, Zhenshuo Zhang, Zimeng Bai

专题命中仓库级理解：repository(abstract)；分类 cs.AI、cs.LG

Comments 6 pages, 5 figures; ROS+Gazebo (TurtleBot3) implementation; evaluation with PathBench metrics; code (primary): https://github.com/MayaCHEN-github/HierarchicalRL-robot-navigation; mirror (for reproducibility): https://github.com/ShowyHe/DRL-robot-navigation

2510.26645 2025-10-31 cs.LG 57%

Curly Flow Matching for Learning Non-gradient Field Dynamics

Katarina Petrović, Lazar Atanackovic, Viggo Moro, Kacper Kapuśniak, İsmail İlkan Ceylan, Michael Bronstein, Avishek Joey Bose, Alexander Tong

专题命中仓库级理解：repository(abstract)；分类 cs.LG

Comments Accepted to NeurIPS 2025

2510.21451 2025-10-31 cs.SE 57%

Scalpel: Automotive Deep Learning Framework Testing via Assembling Model Components

Yinglong Zou, Juan Zhai, Chunrong Fang, An Guo, Jiawei Liu, Zhenyu Chen

专题命中仓库级理解：repository(abstract)；分类 cs.SE

Comments Accepted by the 48th IEEE/ACM International Conference on Software Engineering (ICSE 2026)

2510.21488 2025-10-31 math.CO 50%

Assignment-Routing Optimization : Efficient Heuristic Solver with Shaking Algorithm

Yuan Qilong, Michal Pavelka

专题命中仓库级理解：repository(abstract)

Comments 16 pages, 5 figures

2504.17121 2025-10-31 cs.CR 50%

Evaluating Argon2 Adoption and Effectiveness in Real-World Software

Pascal Tippe, Michael P. Berner

专题命中仓库级理解：repository(abstract)

Comments This preprint has not undergone peer review or any post-submission improvements or corrections. The Version of Record of this contribution is published in Volume 15993 of the Lecture Notes in Computer Science series, and is available online at https://doi.org/10.1007/978-3-032-00627-1_2