AI 大模型

代码大模型 / AI 编程

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。

2025-09-19 至 2025-09-19 共收录 6 篇信号源：cs.SE, cs.CL, cs.AI, cs.LG, cs.PL

1. 代码生成 1 篇

2509.14373 2025-09-19 cs.SE 79%

CodeLSI: Leveraging Foundation Models for Automated Code Generation with Low-Rank Optimization and Domain-Specific Instruction Tuning

Huy Le, Phong Nguyen, Hao Do, Tuan Nguyen, Thien Pham, Anh Nguyen-Duc, Tho Quan

专题命中代码生成：code generation(title,abstract)；分类 cs.SE

2. 代码评测 1 篇

2508.18106 2025-09-19 cs.SE cs.AI 84%

A.S.E: A Repository-Level Benchmark for Evaluating Security in AI-Generated Code

Keke Lian, Bin Wang, Lei Zhang, Libo Chen, Junjie Wang, Ziming Zhao, Yujiu Yang, Miaoqian Lin, Haotong Duan, Haoran Zhao, Shuang Liao, Mingda Guo, Jiazheng Quan, Yilu Zhong, Chenhao He, Zichuan Chen, Jie Wu, Haoling Li, Zhaoxuan Li, Jiongchi Yu, Hui Li, Dong Zhang

机构 * Tencent（腾讯公司）； Peking University（北京大学）； Fudan University（复旦大学）； Shanghai Jiao Tong University（上海交通大学）； Tsinghua University（清华大学）； Zhejiang University（浙江大学）； Institute of Information Engineering, Chinese Academy of Sciences（中国科学院信息工程研究所）； Singapore Management University（新加坡国立大学）

专题命中代码评测：repository(title,abstract)；code generation(abstract)；分类 cs.SE、cs.AI

3. 仓库级理解 3 篇

2509.14370 2025-09-19 cs.DB cs.SE 57%

A Systematic Review of FAIR-compliant Big Data Software Reference Architectures

João Pedro de Carvalho Castro, Maria Júlia Soares De Grandi, Cristina Dutra de Aguiar

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

Journal ref Journal of Information and Data Management, 16(1), pp. 136-150 (2025)

2112.12549 2025-09-19 cs.LG 57%

Combining Minkowski and Chebyshev: New distance proposal and survey of distance metrics using k-nearest neighbours classifier

Érick Oliveira Rodrigues

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

Comments Pattern Recognition Letters, 2018

2509.14891 2025-09-19 cs.MM cs.IR cs.SD 50%

Music4All A+A: A Multimodal Dataset for Music Information Retrieval Tasks

Jonas Geiger, Marta Moscati, Shah Nawaz, Markus Schedl

机构 * Johannes Kepler University Linz（约翰内斯·开普勒大学林茨）； Human-centered AI Group, AI Lab, Linz Institute of Technology（以人为本的人工智能小组、人工智能实验室、林茨技术研究所）

专题命中仓库级理解：repository(abstract)

Comments 7 pages, 6 tables, IEEE International Conference on Content-Based Multimedia Indexing (IEEE CBMI)

4. 程序分析与验证 1 篇

2509.14589 2025-09-19 cs.CR cs.AI 57%

ATLANTIS: AI-driven Threat Localization, Analysis, and Triage Intelligence System

Taesoo Kim, HyungSeok Han, Soyeon Park, Dae R. Jeong, Dohyeok Kim, Dongkwan Kim, Eunsoo Kim, Jiho Kim, Joshua Wang, Kangsu Kim, Sangwoo Ji, Woosun Song, Hanqing Zhao, Andrew Chin, Gyejin Lee, Kevin Stevens, Mansour Alharthi, Yizhuo Zhai, Cen Zhang, Joonun Jang, Yeongjin Jang, Ammar Askar, Dongju Kim, Fabian Fleischer, Jeongin Cho, Junsik Kim, Kyungjoon Ko, Insu Yun, Sangdon Park, Dowoo Baik, Haein Lee, Hyeon Heo, Minjae Gwon, Minjae Lee, Minwoo Baek, Seunggi Min, Wonyoung Kim, Yonghwi Jin, Younggi Park, Yunjae Choi, Jinho Jung, Gwanhyun Lee, Junyoung Jang, Kyuheon Kim, Yeonghyeon Cha, Youngjoon Kim

专题命中程序分析与验证：program repair(abstract)；分类 cs.AI

Comments Version 1.0 (September 17, 2025). Technical Report. Team Atlanta -- 1st place in DARPA AIxCC Final Competition. Project page: https://team-atlanta.github.io/