代码大模型 / AI 编程

Beyond the Surface: A Solution-Aware Retrieval Model for Competition-level Code Generation

Shiwen Zhang, Lingxiang Wang, Hainan Zhang, Ziwei Wang, Sijia Wen, Zhiming Zheng

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

SHERPA: A Model-Driven Framework for Large Language Model Execution

Boqi Chen, Kua Chen, José Antonio Hernández López, Gunter Mussbacher, Dániel Varró, Amir Feizpour

机构 * Electrical and Computer Engineering, McGill University, Canada（麦吉尔大学电气与计算机工程系） ； Department of Computer Science and Systems, University of Murcia, Spain（穆尔西亚大学计算机科学与系统系） ； Aggregate Intellect Inc., Canada（聚合智力公司） 纠错

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

Comments MODELS 2025

Entropy-Guided Loop: Achieving Reasoning through Uncertainty-Aware Generation

Andrew G. A. Correa, Ana C. H de Matos

机构 * Monostate（莫诺态） 纠错

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

Comments 9 pages, 2 figures, 4 tables

Re-evaluating LLM-based Heuristic Search: A Case Study on the 3D Packing Problem

Guorui Quan, Mingfei Sun, Manuel López-Ibáñez

机构 * The University of Manchester（曼彻斯特大学） ； University of Manchester（曼彻斯特大学） ； Department of Computer Science（计算机科学系） ； Alliance Manchester Business School（曼彻斯特商业联盟学院） 纠错

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

RewardDS: Privacy-Preserving Fine-Tuning for Large Language Models via Reward Driven Data Synthesis

Jianwei Wang, Chengming Shi, Junyao Yang, Haoran Li, Qianli Ma, Huiping Zhuang, Cen Chen, Ziqian Zeng

机构 * South China University of Technology（华南理工大学） 纠错

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

Comments Accepted by EMNLP2025 Main

Spinning Effective-to-Backwards One Body ($\texttt{SEBOB}$): combining Effective One-Body inspirals and Backwards One-Body merger-ringdowns for aligned spin black hole binaries

Siddharth Mahesh, Sean T. McWilliams, Zachariah Etienne

专题命中 代码生成 ：code generation(abstract)

Comments 17 pages, 9 figures

Accelerating Latency-Critical Applications with AI-Powered Semi-Automatic Fine-Grained Parallelization on SMT Processors

Denis Los, Igor Petushkov

专题命中 软件智能体 ：coding agent(abstract)；分类 cs.AI

Journal ref International Journal of Open Information Technologies, vol. 13, no. 9, pp. 129-134, 2025

ReCode: Improving LLM-based Code Repair with Fine-Grained Retrieval-Augmented Generation

Yicong Zhao, Shisong Chen, Jiacheng Zhang, Zhixu Li

机构 * College of Computer Science and Artificial Intelligence（计算机科学与人工智能学院） ； Fudan University（复旦大学） ； Shanghai Institute of Artificial Intelligence for Education（教育人工智能研究所） ； East China Normal University（华东师范大学） ； School of Information, Renmin University of China（信息学院，中国人民大学） ； School of Smart Governance, Renmin University of China（智能治理学院，中国人民大学） 纠错

专题命中 代码评测 ：code generation(abstract)；program repair(abstract)；分类 cs.SE、cs.AI

Comments Accepted by CIKM 2025

Open Data Synthesis For Deep Research

Ziyi Xia, Kun Luo, Hongjin Qian, Zheng Liu

机构 * BAAI（北京人工智能研究院） 纠错

专题命中 代码评测 ：repository(abstract)；分类 cs.CL、cs.AI

Scalable Thread-Safety Analysis of Java Classes with CodeQL

Bjørnar Haugstad Jåtten, Simon Boye Jørgensen, Rasmus Petersen, Raúl Pardo

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

Dream-Coder 7B: An Open Diffusion Language Model for Code

Zhihui Xie, Jiacheng Ye, Lin Zheng, Jiahui Gao, Jingwei Dong, Zirui Wu, Xueliang Zhao, Shansan Gong, Xin Jiang, Zhenguo Li, Lingpeng Kong

机构 * The University of Hong Kong（香港大学） ； Huawei Noah’s Ark Lab（华为诺亚实验室） 纠错

专题命中 代码评测 ：code generation(abstract)；分类 cs.CL

InsBank: Evolving Instruction Subset for Ongoing Alignment

Jiayi Shi, Yiwei Li, Shaoxiong Feng, Peiwen Yuan, Xinglin Wang, Yueqi Zhang, Chuyi Tan, Boyuan Pan, Huan Ren, Yao Hu, Kan Li

机构 * School of Computer Science, Beijing Institute of Technology（计算机科学学院，北京理工大学） 纠错

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

IndusGCC: A Data Benchmark and Evaluation Framework for GUI-Based General Computer Control in Industrial Automation

Xiaoran Yang, Yuyang Du, Kexin Chen, Soung Chang Liew, Jiamin Lu, Ziyu Guo, Xiaoyan Liu, Qun Yang, Shiqi Xu, Xingyu Fan, Yuchen Pan, Taoyong Cui, Hongyu Deng, Boris Dudder, Jianzhang Pan, Qun Fang, Pheng Ann Heng

专题命中 代码评测 ：code generation(abstract)

An Ensemble Classification Approach in A Multi-Layered Large Language Model Framework for Disease Prediction

Ali Hamdi, Malak Mohamed, Rokaia Emad, Khaled Shaban

机构 * Dept. of Computer Science, Qatar University, Doha, Qatar（计算机科学系，卡塔尔大学，多哈） 纠错

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

DeepSeek performs better than other Large Language Models in Dental Cases

Hexian Zhang, Xinyu Yan, Yanqi Yang, Lijian Jin, Ping Yang, Junwen Wang

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

Comments Abstract word count: 171; Total word count: 3130; Total number of tables: 2; Total number of figures: 3; Number of references: 32

Policy-driven Software Bill of Materials on GitHub: An Empirical Study

Oleksii Novikov, Davide Fucci, Oleksandr Adamov, Daniel Mendez

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

Comments To be published in the proceedings of PROFES2025

Direction of Arrival Estimation: A Tutorial Survey of Classical and Modern Methods

Amgad A. Salama

专题命中 仓库级理解 ：repository(abstract)

Comments DOA Survey, 44 pages, Not published yet

TE-NeXt: A LiDAR-Based 3D Sparse Convolutional Network for Traversability Estimation

Antonio Santo, Juan J. Cabrera, David Valiente, Carlos Viegas, Arturo Gil

机构 * University Institute for Engineering Research, Miguel Hernández University.（工程研究大学学院，米格尔·赫尔内亚大学） ； Valencian Graduate School and Research Network of Artificial Intelligence (valgrAI)（瓦伦西亚人工智能研究生学院和研究网络） ； Univ. of Coimbra, ADAI, Department of Mechanical Engineering（科英布拉大学，ADAI，机械工程系） 纠错

专题命中 仓库级理解 ：repository(abstract)

TARA: A Low-Cost 3D-Printed Robotic Arm for Accessible Robotics Education

Thays Leach Mitre

机构 * Department of Computer Science, Data Science and Engineering（计算机科学与数据科学系） ； New York University Shanghai（纽约大学上海校区） 纠错

专题命中 仓库级理解 ：repository(abstract)

Comments 6 pages, 5 figures. Preprint submission

A Physics-Based Continuum Model for Versatile, Scalable, and Fast Terramechanics Simulation

Huzaifa Unjhawala, Luning Bakke, Harry Zhang, Michael Taylor, Ganesh Arivoli, Radu Serban, Dan Negrut

机构 * Department of Mechanical Engineering, University of Wisconsin-Madison（威斯康星大学麦迪逊分校机械工程系） 纠错

专题命中 仓库级理解 ：repository(abstract)

Comments 32 pages, 21 figures, Submitted to Journal of Terramechanics