代码大模型 / AI 编程

CodeRAG: Finding Relevant and Necessary Knowledge for Retrieval-Augmented Repository-Level Code Completion

Sheng Zhang, Yifan Ding, Shuquan Lian, Shun Song, Hui Li

机构 * Key Laboratory of Multimedia Trusted Perception and Efficient Computing Ministry of Education of China（教育部多媒体可信感知与高效计算重点实验室） ； Xiamen University（厦门大学） ； Ant Group（蚂蚁集团） 纠错

专题命中 代码生成 ：repository(title,abstract)；分类 cs.SE、cs.CL

Comments EMNLP 2025

Evaluating the Limitations of Local LLMs in Solving Complex Programming Challenges

Kadin Matotek, Heather Cassel, Md Amiruzzaman, Linh B. Ngo

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

Comments Comments: 16 pages, 3 figures, 8 tables, accepted to CCSC Eastern 2025

PyraNet: A Multi-Layered Hierarchical Dataset for Verilog

Bardia Nadimi, Ghali Omar Boutaib, Hao Zheng

机构 * Dept. of Computer Science \& Eng. University of South Florida Tampa, Florida, United States 纠错

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

FLARE: Faithful Logic-Aided Reasoning and Exploration

Erik Arakelyan, Pasquale Minervini, Pat Verga, Patrick Lewis, Isabelle Augenstein

机构 * University of Copenhagen（哥本哈根大学） ； University of Edinburgh（爱丁堡大学） ； Cohere ； NVIDIA 纠错

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

Comments Published at EMNLP 2025

Causes and Effects of Fitness Landscapes in System Test Generation: A Replication Study

Omur Sahin, Man Zhang, Andrea Arcuri

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

Advances in Multimodal Adaptation and Generalization: From Traditional Approaches to Foundation Models

Hao Dong, Moru Liu, Kaiyang Zhou, Eleni Chatzi, Juho Kannala, Cyrill Stachniss, Olga Fink

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

Comments Project page: https://github.com/donghao51/Awesome-Multimodal-Adaptation

A Survey of Large Language Models for Data Challenges in Graphs

Mengran Li, Pengyu Zhang, Wenbin Xing, Yijia Zheng, Klim Zaporojets, Junzhou Chen, Ronghui Zhang, Yong Zhang, Siyuan Gong, Jia Hu, Xiaolei Ma, Zhiyuan Liu, Paul Groth, Marcel Worring

机构 * Guangdong Key Laboratory of Intelligent Transportation System, School of Intelligent Systems Engineering, Shenzhen Campus of Sun Yat-sen University（广东智能交通系统重点实验室，智能系统工程学院，中山大学深圳校区） ； University of Amsterdam（阿姆斯特丹大学） ； Aarhus University（阿arhus大学） ； Beijing Institute of Artificial Intelligence, Beijing University of Technology（北京人工智能研究院，北京工业大学） ； School of Information and Engineering, Chang’an University（信息工程学院，长安大学） ； Key Laboratory of Road and Traffic Engineering of the Ministry of Education, Tongji University（交通工程教育部长实验室，同济大学） ； Key Laboratory of Intelligent Transportation Technology and System, School of Transportation Science and Engineering, Beihang University（智能交通技术与系统重点实验室，交通运输科学与工程学院，北航） ； Jiangsu Key Laboratory of Urban ITS, Jiangsu Province Collaborative Innovation Center of Modern Urban Traffic Technologies, School of Transportation, Southeast University（江苏城市ITS重点实验室，江苏省现代城市交通技术协同创新中心，交通学院，东南大学） 纠错

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

Comments Accepted by Expert Systems with Applications

Automating Versatile Time-Series Analysis with Tiny Transformers on Embedded FPGAs

Tianheng Ling, Chao Qian, Lukas Johannes Haßler, Gregor Schiele

机构 * Department of Intelligent Embedded Systems, University of Duisburg-Essen（智能嵌入式系统系，杜伊斯堡- Essen大学） 纠错

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

Comments 6 pages, 5 figures, 1 table, accepted by IEEE Computer Society Annual Symposium on VLSI (ISVLSI 2025)

An Artificial Intelligence Driven Semantic Similarity-Based Pipeline for Rapid Literature

Abhiyan Dhakal, Kausik Paudel, Sanjog Sigdel

机构 * Kathmandu University（加德满都大学） 纠错

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

Comments 8 pages, 6 figures, 1 table, National Conference on Computer Innovations