代码大模型 / AI 编程

Rethinking the Evaluation of Secure Code Generation

Shih-Chieh Dai, Jun Xu, Guanhong Tao

机构 * University of Utah（犹他大学） 纠错

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

Comments Accepted by ICSE 2026

Evaluating Software Process Models for Multi-Agent Class-Level Code Generation

Wasique Islam Shafin, Md Nakhla Rafi, Zhenhao Li, Tse-Hsun Chen

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

Why Do Open-Source LLMs Struggle with Data Analysis? A Systematic Empirical Study

Yuqi Zhu, Yi Zhong, Jintian Zhang, Ziheng Zhang, Shuofei Qiao, Yujie Luo, Lun Du, Da Zheng, Ningyu Zhang, Huajun Chen

专题命中 代码生成 ：code generation(abstract)；分类 cs.CL、cs.AI、cs.LG

Comments AAAI 2026 (oral)

HierRouter: Coordinated Routing of Specialized Large Language Models via Reinforcement Learning

Nikunj Gupta, Bill Guo, Rajgopal Kannan, Viktor K. Prasanna

机构 * David S. Hippocampus Department of Computer Science Cranberry-Lemon University（Cranberry-Lemon大学计算机科学系） ； University of Southern California（南加州大学） ； DEVCOM Army Research Office（陆军研究办公室） 纠错

专题命中 代码生成 ：code generation(abstract)；分类 cs.CL、cs.LG

EnchTable: Unified Safety Alignment Transfer in Fine-tuned Large Language Models

Jialin Wu, Kecen Li, Zhicong Huang, Xinfeng Li, Xiaofeng Wang, Cheng Hong

机构 * Ant Group（蚂蚁集团） ； Nanyang Technological University（南洋理工大学） 纠错

专题命中 代码生成 ：code generation(abstract)；分类 cs.CL

Comments Accepted by IEEE Symposium on Security and Privacy (S&P) 2026

SlideBot: A Multi-Agent Framework for Generating Informative, Reliable, Multi-Modal Presentations

Eric Xie, Danielle Waterfield, Michael Kennedy, Aidong Zhang

专题命中 代码生成 ：code generation(abstract)；分类 cs.AI

Comments 32 pages, 14 figures, accepted into EAAI 2026

The Configuration Wall: Characterization and Elimination of Accelerator Configuration Overhead

Josse Van Delm, Anton Lydike, Joren Dumoulin, Jonas Crols, Xiaoling Yi, Ryan Antonio, Jackson Woodruff, Tobias Grosser, Marian Verhelst

专题命中 代码生成 ：code generation(abstract)

Comments To appear in Proceedings of ASPLOS 2026