代码大模型 / AI 编程

ORANSight-2.0: Foundational LLMs for O-RAN

Pranshav Gajjar, Vijay K. Shah

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

Can One Domain Help Others? A Data-Centric Study on Multi-Domain Reasoning via Reinforcement Learning

Yu Li, Zhuoshi Pan, Honglin Lin, Mengyuan Sun, Conghui He, Lijun Wu

机构 * OpenDataLab（开放数据实验室） ； Shanghai Artificial Intelligence Laboratory（上海人工智能实验室） 纠错

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

Comments 27 pages, 24 figures

Megrez2 Technical Report

Boxun Li, Yadong Li, Zhiyuan Li, Congyi Liu, Weilin Liu, Guowei Niu, Zheyue Tan, Haiyang Xu, Zhuyu Yao, Tao Yuan, Dong Zhou, Yueqing Zhuang, Bo Zhao, Guohao Dai, Yu Wang

机构 * Infinigence-AI ； Aalto University（Aalto大学） ； Shanghai Jiao Tong University（上海交通大学） ； Tsinghua University（清华大学） 纠错

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

Adaptive Graph Pruning for Multi-Agent Communication

Boyi Li, Zhonghan Zhao, Der-Horng Lee, Gaoang Wang

机构 * Zhejiang University - University of Illinois Urbana-Champaign Institute（浙江大学 - 印第安纳大学厄巴纳-香槟分校研究所） ； Zhejiang University, College of Computer Science and Technology（浙江大学计算机科学与技术学院） 纠错

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

Comments ECAI 2025

CodeReasoner: Enhancing the Code Reasoning Ability with Reinforcement Learning

Lingxiao Tang, He Ye, Zhongxin Liu, Xiaoxue Ren, Lingfeng Bao

专题命中 程序修复 ：code generation(abstract)；program repair(abstract)；分类 cs.SE

Seed&Steer: Guiding Large Language Models with Compilable Prefix and Branch Signals for Unit Test Generation

Shuaiyu Zhou, Zhengran Zeng, Xiaoling Zhou, Rui Xie, Shikun Zhang, Wei Ye

专题命中 测试生成 ：unit test generation(title,abstract)；分类 cs.SE

Contextual Code Retrieval for Commit Message Generation: A Preliminary Study

Bo Xiong, Linghao Zhang, Chong Wang, Peng Liang

专题命中 代码评测 ：repository(abstract)；分类 cs.SE

Comments The 19th ACM/IEEE International Symposium on Empirical Software Engineering and Measurement (ESEM)

On Temporal Guidance and Iterative Refinement in Audio Source Separation

Tobias Morocutti, Jonathan Greif, Paul Primus, Florian Schmid, Gerhard Widmer

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

Divisive Decisions: Improving Salience-Based Training for Generalization in Binary Classification Tasks

Jacob Piland, Chris Sweet, Adam Czajka

机构 * Department of Computer Science and Engineering, University of Notre Dame（计算机科学与工程系，圣母大学） ； Center for Research Computing, University of Notre Dame（研究计算中心，圣母大学） 纠错

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

MARFA: an Effective Line-by-line Tool For Calculating Molecular Absorption in Planetary Atmospheres

Mikhail Razumovskiy, Boris Fomin, Denis Astanin

专题命中 仓库级理解 ：repository(abstract)

Challenges and opportunities in the supervised learning of quantum circuit outputs

Simone Cantori, Sebastiano Pilati

专题命中 仓库级理解 ：repository(abstract)

Comments 26 pages, 13 figures

Journal ref Phys. Rev. E 112, 015304 (2025)