代码大模型 / AI 编程

That's Deprecated! Understanding, Detecting, and Steering Knowledge Conflicts in Language Models for Code Generation

Jaesung Bae, Cameron Churchwell, Mitchell Hermon, Tsun-An Hsieh, Jocelyn Xu, Yekaterina Yegorova, Mark Hasegawa-Johnson, Heng Ji

机构 * University of Illinois Urbana-Champaign（伊利诺伊大学厄巴纳-香槟分校） 纠错

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

CosmoCore Affective Dream-Replay Reinforcement Learning for Code Generation

Santhosh Kumar Ravindran

机构 * Microsoft Corporation（微软公司） 纠错

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

Comments 12 pages

CodeCRDT: Observation-Driven Coordination for Multi-Agent LLM Code Generation

Sergey Pugachev

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

Comments 11 pages, 3 figures

CircuitGuard: Mitigating LLM Memorization in RTL Code Generation Against IP Leakage

Nowfel Mashnoor, Mohammad Akyash, Hadi Kamali, Kimia Azar

专题命中 代码生成 ：code generation(title,abstract)

AI for Distributed Systems Design: Scalable Cloud Optimization Through Repeated LLMs Sampling And Simulators

Jacopo Tagliabue

机构 * Jacopo Tagliabue（独立研究者） 纠错

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

Comments Pre-print IAAA workshop submission

NAACL2025 Tutorial: Adaptation of Large Language Models

Zixuan Ke, Yifei Ming, Shafiq Joty

机构 * Salesforce AI Research（Salesforce人工智能研究） 纠错

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

Comments NAACL2025 Tutorial

Lookahead Routing for Large Language Models

Canbin Huang, Tianyuan Shi, Yuhua Zhu, Ruijun Chen, Xiaojun Quan

机构 * School of Computer Science and Engineering, Sun Yat-sen University, China（中山大学计算机科学与工程学院） ； Shenzhen Loop Area Institute, China（深圳环湖研究所） 纠错

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

The Continuous Tensor Abstraction: Where Indices are Real

Jaeyeon Won, Willow Ahrens, Teodoro Fields Collin, Joel S. Emer, Saman Amarasinghe

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

Journal ref Proceedings of the ACM on Programming Languages, Volume 9, Issue OOPSLA2, 2025