代码大模型 / AI 编程

Connecting web-based mapping services with scientific data repositories: collaborative curation and retrieval of simulation data via a geospatial interface

Christian T. Jacobs, Alexandros Avdis

专题命中 代码评测 ：repository(abstract)

Comments Submission withdrawn from the International Journal of Digital Curation on 9 September 2016 in order to prepare a joint paper with additional colleagues

Detecting Figures and Part Labels in Patents: Competition-Based Development of Image Processing Algorithms

Christoph Riedl, Richard Zanibbi, Marti A. Hearst, Siyu Zhu, Michael Menietti, Jason Crusan, Ivan Metelsky, Karim R. Lakhani

专题命中 代码评测 ：repository(abstract)

Principal Polynomial Analysis

Valero Laparra, Sandra Jiménez, Devis Tuia, Gustau Camps-Valls, Jesús Malo

专题命中 代码评测 ：repository(abstract)

Journal ref Int. J. Neural Syst. 24(7) (2014)

Estimating Open Access Mandate Effectiveness: The MELIBEA Score

Philippe Vincent-Lamarre, Jade Boivin, Yassine Gargouri, Vincent Lariviere, Stevan Harnad

专题命中 代码评测 ：repository(abstract)

Comments 27 pages, 13 figures, 3 tables, 40 references, 7761 words

Complex networks and public funding: the case of the 2007-2013 Italian program

Stefano Nicotri, Eufemia Tinelli, Nicola Amoroso, Elena Garuccio, Roberto Bellotti

专题命中 代码评测 ：repository(abstract)

Comments 22 pages, 9 figures

Journal ref EPJ Data Science 2015, 4:8

The Tangent Search Engine: Improved Similarity Metrics and Scalability for Math Formula Search

Richard Zanibbi, Kenny Davila, Andrew Kane, Frank Tompa

专题命中 代码评测 ：repository(abstract)

Comments 10 pages

Numerical detection of symmetry enriched topological phases with space group symmetry

Ling Wang, Andrew Essin, Michael Hermele, Olexei Motrunich

专题命中 代码评测 ：code model(abstract)

Comments 7 figs, 8 pages. Accepted by PRB rapid communication

Journal ref Phys. Rev. B 91, 121103(R) 2015

Online Tracking by Learning Discriminative Saliency Map with Convolutional Neural Network

Seunghoon Hong, Tackgeun You, Suha Kwak, Bohyung Han

专题命中 代码评测 ：repository(abstract)

A Comparison and Evaluation of Map Construction Algorithms

Mahmuda Ahmed, Sophia Karagiorgou, Dieter Pfoser, Carola Wenk

专题命中 代码评测 ：repository(abstract)

Tweets as impact indicators: Examining the implications of automated bot accounts on Twitter

Stefanie Haustein, Timothy D. Bowman, Kim Holmberg, Andrew Tsou, Cassidy R. Sugimoto, Vincent Larivière

专题命中 代码评测 ：repository(abstract)

Comments 9 pages, 4 figures, 1 table

Weighted Kolmogorov Smirnov testing: an alternative for Gene Set Enrichment Analysis

Konstantina Charmpi, Bernard Ycart

专题命中 代码评测 ：repository(abstract)

Collective Tuning Initiative

Grigori Fursin

专题命中 代码评测 ：repository(abstract)

Comments GCC Developers' Summit'09, 14 June 2009, Montreal, Canada

Problem Roulette: Studying Introductory Physics in the Cloud

August E. Evrard, Michael Mills, David Winn, Kathryn Jones, Jared Tritz, Timothy A. McKay

专题命中 代码评测 ：repository(abstract)

Comments 22 pages, 9 figures, submitted to American Journal of Physics. Problem Roulette source code available on bitcucket

Search and Result Presentation in Scientific Workflow Repositories

Susan B. Davidson, Xiaocheng Huang, Julia Stoyanovich, Xiaojie Yuan

专题命中 代码评测 ：repository(abstract)

Document Classification Using Expectation Maximization with Semi Supervised Learning

Bhawna Nigam, Poorvi Ahirwal, Sonal Salve, Swati Vamney

专题命中 代码评测 ：repository(abstract)

Proposed Quality Evaluation Framework to Incorporate Quality Aspects in Web Warehouse Creation

Umm-e-Mariya Shah, Maqbool Uddin Shaikh, Azra Shamim, Yasir Mehmood

专题命中 代码评测 ：repository(abstract)

Evolutionary Biclustering of Clickstream Data

R. Rathipriya, Dr. K. Thangavel, J. Bagyamani

专题命中 代码评测 ：repository(abstract)

Convergence properties of the expected improvement algorithm

Emmanuel Vazquez, Julien Bect

专题命中 代码评测 ：repository(abstract)

Comments This paper has been withdrawn

From a Link Semantic to Semantic Links - Building Context in Educational Hypermedia

Thomas C. Schmidt, Arne Hildebrand, Michael Engelhardt, Dagmar Lange

专题命中 代码评测 ：repository(abstract)

Comments Summary of several conference articles

Statistics of particle dispersion in Direct Numerical Simulations of wall-bounded turbulence: results of an international collaborative benchmark test

C. Marchioli, A. Soldati, J. G. M. Kuerten, B. Arcen, A. Taniere, G. Goldensoph, K. D. Squires, M. F. Cargnelutti, L. M. Portela

专题命中 代码评测 ：repository(abstract)

RepoFusion: Training Code Models to Understand Your Repository

Disha Shrivastava, Denis Kocetkov, Harm de Vries, Dzmitry Bahdanau, Torsten Scholak

专题命中 仓库级理解 ：code model(title,abstract)；repository(title,abstract)；分类 cs.SE、cs.AI、cs.LG

Toward Executable Repository-Level Code Generation via Environment Alignment

面向环境对齐的仓库级代码生成

Ruwei Pan, Junlei Shen, Linhao Wu, Yueheng Zhu, Zixiong Yang, Yakun Zhang, Lu Zhang, Hongyu Zhang

专题命中 仓库级理解 ：code generation(title,abstract)；repository(title,abstract)；分类 cs.SE、cs.AI

AI总结 本文提出EnvGraph框架，通过环境对齐问题解决仓库级代码生成中的可执行性挑战，实验显示其在功能正确性和非功能质量上均优于现有方法。

ReCUBE: Evaluating Repository-Level Context Utilization in Code Generation

ReCUBE：评估代码生成中仓库级上下文利用

Jiseung Hong, Benjamin G. Ascoli, Jinho D. Choi

机构 * Carnegie Mellon University（卡内基梅隆大学） ； Emory University（埃默里大学） 纠错

专题命中 仓库级理解 ：code generation(title,abstract)；repository(title,abstract)；分类 cs.SE、cs.AI

AI总结 ReCUBE基准测试评估LLM在代码生成中利用仓库级上下文的有效性，通过重建掩码文件并使用依赖关系和文档作为上下文，发现即使先进模型在完整上下文设置下也仅达到37.57%的通过率，而引入Caller-Centric Exploration工具包可显著提升性能。

Comments Under Review

FastCoder: Accelerating Repository-level Code Generation via Efficient Retrieval and Verification

Qianhui Zhao, Li Zhang, Fang Liu, Xiaoli Lian, Qiaoyuanhe Meng, Ziqian Jiao, Zetong Zhou, Jia Li, Lin Shi

机构 * 1 State Key Laboratory of Complex \& Critical Software Environment, School of Computer Science ； Engineering Beihang University, China ； 2 School of Software, Beihang University, China ； 3 Peking University, China 纠错

专题命中 仓库级理解 ：code generation(title,abstract)；repository(title,abstract)；分类 cs.SE、cs.AI

Comments Accepted by ASE 2025

On the Impacts of Contexts on Repository-Level Code Generation

Nam Le Hai, Dung Manh Nguyen, Nghi D. Q. Bui

专题命中 仓库级理解 ：code generation(title,abstract)；repository(title,abstract)；分类 cs.SE、cs.AI

Comments Accepted to NAACL 2025

Class-Level Code Generation from Natural Language Using Iterative, Tool-Enhanced Reasoning over Repository

Ajinkya Deshpande, Anmol Agarwal, Shashank Shet, Arun Iyer, Aditya Kanade, Ramakrishna Bairi, Suresh Parthasarathy

专题命中 仓库级理解 ：code generation(title,abstract)；repository(title,abstract)；分类 cs.SE、cs.AI

Comments Preprint with additional experiments

MRG-Bench: Evaluating and Exploring the Requirements of Context for Repository-Level Code Generation

Haiyang Li

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

Knowledge Graph Based Repository-Level Code Generation

Mihir Athale, Vishal Vaddina

机构 * Computer Science, Northeastern University, Boston, MA, USA（计算机科学，东北大学，波士顿，马萨诸塞州，美国） ； Applied Research, Quantiphi Inc., Toronto, ON, Canada（应用研究，Quantiphi公司，多伦多，安大略省，加拿大） 纠错

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

Comments 8 pages, 3 figures

Entropy-based Code Adversarial Translation for Real-world Repository Migration

基于熵的代码对抗翻译用于真实仓库迁移

Yushun Tang, Yisen Cao, Zhicheng Chen, Lin Peng, Junkang Mao, Fengyi Song, Yantao Jia

专题命中 仓库级理解 ：repository(title,abstract)；code generation(abstract)；program repair(abstract)；分类 cs.SE、cs.AI

AI总结 针对LLM迁移仓库难达可运行状态的问题，提出多智能体框架ECAT，引入A2H-RepoBench基准，迁移质量达74.7%且优于现有方法。

Needle in the Repo: A Benchmark for Maintainability in AI-Generated Repository Edits

代码仓库中的针：一项评估AI生成仓库编辑可维护性的基准测试

Haichao Zhu, Qian Zhang, Jiyuan Wang, Zhaorui Yang, Yuxin Qiu

机构 * UC Riverside（加州大学河滨分校） ； Independent Researcher（独立研究员） ； Tulane University（杜兰大学） 纠错

专题命中 仓库级理解 ：repository(title,abstract)；code generation(abstract)；coding agent(abstract)；分类 cs.SE、cs.AI

AI总结 本文提出NITR基准测试，评估AI生成代码是否保持可维护结构，发现现有系统在复杂架构修改上表现不佳，代理模式提升性能但未解决根本问题。

Comments 16 pages, 6 figures