代码大模型 / AI 编程

SecCoder: Towards Generalizable and Robust Secure Code Generation

Boyu Zhang, Tianyu Du, Junkai Tong, Xuhong Zhang, Kingsum Chow, Sheng Cheng, Xun Wang, Jianwei Yin

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

Comments To Appear in the 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP)

Preference-Guided Refactored Tuning for Retrieval Augmented Code Generation

Xinyu Gao, Yun Xiong, Deze Wang, Zhenhan Guan, Zejian Shi, Haofen Wang, Shanshan Li

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

Comments ASE2024

GraphCoder: Enhancing Repository-Level Code Completion via Code Context Graph-based Retrieval and Language Model

Wei Liu, Ailun Yu, Daoguang Zan, Bo Shen, Wei Zhang, Haiyan Zhao, Zhi Jin, Qianxiang Wang

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

CodeScore: Evaluating Code Generation by Learning Code Execution

Yihong Dong, Jiazheng Ding, Xue Jiang, Ge Li, Zhuo Li, Zhi Jin

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

Comments Accepted to TOSEM

The Impact of Generative AI-Powered Code Generation Tools on Software Engineer Hiring: Recruiters' Experiences, Perceptions, and Strategies

Alyssia Chen, Timothy Huo, Yunhee Nam, Dan Port, Anthony Peruma

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

Comments This paper was accepted for publication at the 58th Hawaii International Conference on System Sciences (HICSS) - Software Technology Track

Automating Pruning in Top-Down Enumeration for Program Synthesis Problems with Monotonic Semantics

Keith J. C. Johnson, Rahul Krishnan, Thomas Reps, Loris D'Antoni

专题命中 代码生成 ：program synthesis(title,abstract)；分类 cs.PL

E-code: Mastering Efficient Code Generation through Pretrained Models and Expert Encoder Group

Yue Pan, Chen Lyu, Zhenyu Yang, Lantian Li, Qi Liu, Xiuting Shao

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

Optimizing Large Language Model Hyperparameters for Code Generation

Chetan Arora, Ahnaf Ibn Sayeed, Sherlock Licorish, Fanyu Wang, Christoph Treude

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

CodeAgent: Enhancing Code Generation with Tool-Integrated Agent Systems for Real-World Repo-level Coding Challenges

Kechi Zhang, Jia Li, Ge Li, Xianjie Shi, Zhi Jin

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

Comments Camera Ready version for ACL 2024 (main)

FDI: Attack Neural Code Generation Systems through User Feedback Channel

Zhensu Sun, Xiaoning Du, Xiapu Luo, Fu Song, David Lo, Li Li

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

Comments Accepted by ISSTA'24

Chain-of-Thought in Neural Code Generation: From and For Lightweight Language Models

Guang Yang, Yu Zhou, Xiang Chen, Xiangyu Zhang, Terry Yue Zhuo, Taolue Chen

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

Comments ACCEPT IN TSE

RLCoder: Reinforcement Learning for Repository-Level Code Completion

Yanlin Wang, Yanli Wang, Daya Guo, Jiachi Chen, Ruikai Zhang, Yuchi Ma, Zibin Zheng

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

Comments To appear at ICSE 2025

Journal ref 47th International Conference on Software Engineering (ICSE 2025)

When to Stop? Towards Efficient Code Generation in LLMs with Excess Token Prevention

Lianghong Guo, Yanlin Wang, Ensheng Shi, Wanjun Zhong, Hongyu Zhang, Jiachi Chen, Ruikai Zhang, Yuchi Ma, Zibin Zheng

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

Comments To appear at ISSTA 2024

Classification-Based Automatic HDL Code Generation Using LLMs

Wenhao Sun, Bing Li, Grace Li Zhang, Xunzhao Yin, Cheng Zhuo, Ulf Schlichtmann

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

AutoVCoder: A Systematic Framework for Automated Verilog Code Generation using LLMs

Mingzhe Gao, Jieru Zhao, Zhe Lin, Wenchao Ding, Xiaofeng Hou, Yu Feng, Chao Li, Minyi Guo

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

Beyond Code Generation: Assessing Code LLM Maturity with Postconditions

Fusen He, Juan Zhai, Minxue Pan

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

Uncovering Weaknesses in Neural Code Generation

Xiaoli Lian, Shuaisong Wang, Jieping Ma, Fang Liu, Xin Tan, Li Zhang, Lin Shi, Cuiyun Gao

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

Assessing Code Generation with Intermediate Languages

Xun Deng, Sicheng Zhong, Honghua Dong, Jingyu Hu, Sidi Mohamed Beillahi, Xujie Si, Fan Long

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

Who Wrote this Code? Watermarking for Code Generation

Taehyun Lee, Seokhee Hong, Jaewoo Ahn, Ilgee Hong, Hwaran Lee, Sangdoo Yun, Jamin Shin, Gunhee Kim

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

Comments To be presented at ACL 2024

Brevity is the soul of wit: Pruning long files for code generation

Aaditya K. Singh, Yu Yang, Kushal Tirumala, Mostafa Elhoushi, Ari S. Morcos

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

Comments 15 pages, 5 figures

Applying RLAIF for Code Generation with API-usage in Lightweight LLMs

Sujan Dutta, Sayantan Mahinder, Raviteja Anantha, Bortik Bandyopadhyay

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

Hierarchical Context Pruning: Optimizing Real-World Code Completion with Repository-Level Pretrained Code LLMs

Lei Zhang, Yunshui Li, Jiaming Li, Xiaobo Xia, Jiaxi Yang, Run Luo, Minzheng Wang, Longze Chen, Junhao Liu, Min Yang

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

De-Hallucinator: Mitigating LLM Hallucinations in Code Generation Tasks via Iterative Grounding

Aryaz Eghbali, Michael Pradel

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

STALL+: Boosting LLM-based Repository-level Code Completion with Static Analysis

Junwei Liu, Yixuan Chen, Mingwei Liu, Xin Peng, Yiling Lou

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

Comments 12 pages, 5 figures

Integrated Modeling, Verification, and Code Generation for Unmanned Aerial Systems

Jianyu Zhang, Long Zhang, Yixuan Wu, Linru Ma, Feng Yang

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

AICoderEval: Improving AI Domain Code Generation of Large Language Models

Yinghui Xia, Yuyan Chen, Tianyu Shi, Jun Wang, Jinsong Yang

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

Going Bananas! - Unfolding Program Synthesis with Origami

Matheus Campos Fernandes, Fabrício Olivetti de França, Emilio Francesquini

专题命中 代码生成 ：program synthesis(title,abstract)；分类 cs.PL

AnalogCoder: Analog Circuit Design via Training-Free Code Generation

Yao Lai, Sungyoung Lee, Guojin Chen, Souradip Poddar, Mengkang Hu, David Z. Pan, Ping Luo

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

Investigating and Designing for Trust in AI-powered Code Generation Tools

Ruotong Wang, Ruijia Cheng, Denae Ford, Thomas Zimmermann

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

Comments accepted to FAccT 2024

Program Synthesis is $Σ_3^0$-Complete

Jinwoo Kim

专题命中 代码生成 ：program synthesis(title,abstract)；分类 cs.PL