代码大模型 / AI 编程

SimdBench: Benchmarking Large Language Models for SIMD-Intrinsic Code Generation

Yibo He, Shuoran Zhao, Jiaming Huang, Yingjie Fu, Hao Yu, Cunjian Huang, Tao Xie

机构 * Peking University（北京大学） ； The Chinese University of Hong Kong, Shenzhen（香港中文大学（深圳）） ； The Hong Kong University of Science and Technology（香港科学与技术大学） ； DAMO Academy, Alibaba Group（阿里云达摩院） 纠错

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

Enhancing LLM Code Generation with Ensembles: A Similarity-Based Selection Approach

Tarek Mahmud, Bin Duan, Corina Pasareanu, Guowei Yang

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

Combinatorial Optimization for All: Using LLMs to Aid Non-Experts in Improving Optimization Algorithms

Camilo Chacón Sartori, Christian Blum

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

ASPERA: A Simulated Environment to Evaluate Planning for Complex Action Execution

Alexandru Coca, Mark Gaynor, Zhenxing Zhang, Jianpeng Cheng, Bo-Hsiang Tseng, Pete Boothroyd, Héctor Martinez Alonso, Diarmuid Ó Séaghdha, Anders Johannsen

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

Comments 37 pages, 22 figures. To appear at ACL 2025

Executable Functional Abstractions: Inferring Generative Programs for Advanced Math Problems

Zaid Khan, Elias Stengel-Eskin, Archiki Prasad, Jaemin Cho, Mohit Bansal

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

Comments Project Page: https://zaidkhan.me/EFAGen/

Survey of GenAI for Automotive Software Development: From Requirements to Executable Code

Nenad Petrovic, Vahid Zolfaghari, Andre Schamschurko, Sven Kirchner, Fengjunjie Pan, Chengdng Wu, Nils Purschke, Aleksei Velsh, Krzysztof Lebioda, Yinglei Song, Yi Zhang, Lukasz Mazur, Alois Knoll

机构 * Chair of Robotics, Artificial Intelligence and Real-Time Systems（机器人、人工智能与实时系统教授席） 纠错

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

Comments Conference paper accepted for GACLM 2025

Preventing Rogue Agents Improves Multi-Agent Collaboration

Ohav Barbi, Ori Yoran, Mor Geva

机构 * Blavatnik School of Computer Science and AI, Tel Aviv University（布劳维茨克计算机科学与人工智能学院，特拉维夫大学） 纠错

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

Comments Accepted as a spotlight to REALM (First Workshop for Research on Agent Language Models) at ACL 2025

VeriOpt: PPA-Aware High-Quality Verilog Generation via Multi-Role LLMs

Kimia Tasnia, Alexander Garcia, Tasnuva Farheen, Sazadur Rahman

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

Comments 9 pages, 7 figures, Accepted for ICCAD 2025, Munich, Germany

DHEvo: Data-Algorithm Based Heuristic Evolution for Generalizable MILP Solving

Zhihao Zhang, Siyuan Li, Chenxi Li, Feifan Liu, Mengjing Chen, Kai Li, Tao Zhong, Bo An, Peng Liu

专题命中 代码生成 ：code generation(abstract)