代码大模型 / AI 编程 - arXivDaily 专题

2503.12207 2025-03-18 cs.CY 50%

ReDefining Code Comprehension: Function Naming as a Mechanism for Evaluating Code Comprehension

David H. Smith, Max Fowler, Paul Denny, Craig Zilles

专题命中代码生成：code generation(abstract)

2502.20049 2025-02-28 cs.DC 50%

Large-Scale Simulations of Fully Resolved Complex Moving Geometries with Partially Saturated Cells

P. Suffa, S. Kemmler, H. Koestler, U. Ruede

专题命中代码生成：code generation(abstract)

Comments 13 pages, 16 figures

2306.05816 2025-02-17 cs.CR 50%

Detecting Phishing Sites Using ChatGPT

Takashi Koide, Naoki Fukushi, Hiroki Nakano, Daiki Chiba

专题命中代码生成：code generation(abstract)

2410.00400 2025-02-11 cs.HC 50%

DynEx: Dynamic Code Synthesis with Structured Design Exploration for Accelerated Exploratory Programming

Jenny Ma, Karthik Sreedhar, Vivian Liu, Pedro Alejandro Perez, Sitong Wang, Riya Sahni, Lydia B. Chilton

专题命中代码生成：code generation(abstract)

Comments 27 pages, 9 figures

2502.01128 2025-02-10 eess.SY cs.SY 50%

C codegen considered unnecessary: go directly to binary, do not pass C. Compilation of Julia code for deployment in model-based engineering

Fredrik Bagge Carlson, Cody Tapscott, Gabriel Baraldi, Chris Rackauckas

专题命中代码生成：code generation(abstract)

2410.02225 2025-02-06 math.OC physics.comp-ph 50%

Open-source shape optimization for isogeometric shells using FEniCS and OpenMDAO

Han Zhao, John T. Hwang, Jiun-Shyan Chen

专题命中代码生成：code generation(abstract)

Comments 39 pages, 14 figures

2501.05006 2025-01-10 cs.DB 50%

CHASE: A Native Relational Database for Hybrid Queries on Structured and Unstructured Data

Rui Ma, Kai Zhang, Zhenying He, Yinan Jing, X. Sean Wang, Zhenqiang Chen

专题命中代码生成：code generation(abstract)

2501.03892 2025-01-08 cs.DB 50%

LEAP: LLM-powered End-to-end Automatic Library for Processing Social Science Queries on Unstructured Data

Chuxuan Hu, Austin Peters, Daniel Kang

专题命中代码生成：code generation(abstract)

Comments Accepted to VLDB 2025

2412.20956 2024-12-31 quant-ph 50%

QuantumLLMInstruct: A 500k LLM Instruction-Tuning Dataset with Problem-Solution Pairs for Quantum Computing

Shlomo Kashani

专题命中代码生成：code generation(abstract)

2412.16058 2024-12-23 cs.LO 50%

SAT Solving for Variants of First-Order Subsumption

Robin Coutelier, Jakob Rath, Michael Rawson, Armin Biere, Laura Kovács

专题命中代码生成：program synthesis(abstract)

Journal ref Formal Methods in System Design (2024)

2411.08962 2024-12-19 hep-lat hep-ph nucl-th 50%

Nuclear correlation functions using first-principle calculations of lattice quantum chromodynamics

Debsubhra Chakraborty, Piyush Srivastava, Arpith Kumar, Nilmani Mathur

专题命中代码生成：code generation(abstract)

Comments 68 pages with 6 tables and 23 figures including an Appendix. To be published in Physical Review D

Journal ref Phys. Rev. D 110, 114505 (2024)

2412.13043 2024-12-18 hep-ph cond-mat.stat-mech hep-th physics.comp-ph physics.flu-dyn 50%

DiFfRG: A Discretisation Framework for functional Renormalisation Group flows

Franz R. Sattler, Jan M. Pawlowski

专题命中代码生成：code generation(abstract)

2412.05300 2024-12-13 cs.MS q-fin.CP 50%

AD-HOC: A C++ Expression Template package for high-order derivatives backpropagation

Juan Lucas Rey

专题命中代码生成：code generation(abstract)

2412.05625 2024-12-10 cs.RO 50%

Can Large Language Models Help Developers with Robotic Finite State Machine Modification?

Xiangyu Robin Gan, Yuxin Ray Song, Nick Walker, Maya Cakmak

专题命中代码生成：code generation(abstract)

2412.04056 2024-12-06 cs.MA cs.CY cs.HC 50%

Prompt Engineering Guidance for Conceptual Agent-based Model Extraction using Large Language Models

Siamak Khatami, Christopher Frantz

专题命中代码生成：code generation(abstract)

2406.12513 2024-12-03 cs.CR 50%

Can We Trust Large Language Models Generated Code? A Framework for In-Context Learning, Security Patterns, and Code Evaluations Across Diverse LLMs

Ahmad Mohsin, Helge Janicke, Adrian Wood, Iqbal H. Sarker, Leandros Maglaras, Naeem Janjua

专题命中代码生成：code generation(abstract)

Comments 27 pages, Standard Journal Paper submitted to Q1 Elsevier

2411.10665 2024-11-19 cs.CR 50%

AutoIoT: Automated IoT Platform Using Large Language Models

Ye Cheng, Minghui Xu, Yue Zhang, Kun Li, Ruoxi Wang, Lian Yang

专题命中代码生成：code generation(abstract)

Comments 12 pages, 10 figures, 6 tables

2405.08161 2024-11-19 physics.chem-ph 50%

Efficient Spin-Adapted Implementation of Multireference Algebraic Diagrammatic Construction Theory. I. Core-Ionized States and X-Ray Photoelectron Spectra

Carlos E. V. de Moura, Alexander Yu. Sokolov

专题命中代码生成：code generation(abstract)

Journal ref J. Phys. Chem. A 2024, 128, 5816-5831

2411.02394 2024-11-05 cs.CV 50%

AutoVFX: Physically Realistic Video Editing from Natural Language Instructions

Hao-Yu Hsu, Zhi-Hao Lin, Albert Zhai, Hongchi Xia, Shenlong Wang

专题命中代码生成：code generation(abstract)

Comments Project page: https://haoyuhsu.github.io/autovfx-website/

2409.20297 2024-10-01 cs.CY 50%

Explain in Plain Language Questions with Indic Languages: Drawbacks, Affordances, and Opportunities

David H. Smith, Viraj Kumar, Paul Denny

专题命中代码生成：code generation(abstract)

2409.10081 2024-09-17 cs.DB 50%

Messy Code Makes Managing ML Pipelines Difficult? Just Let LLMs Rewrite the Code!

Sebastian Schelter, Stefan Grafberger

专题命中代码生成：code generation(abstract)

2409.01075 2024-09-04 cs.DC 50%

Vortex: Efficient Sample-Free Dynamic Tensor Program Optimization via Hardware-aware Strategy Space Hierarchization

Yangjie Zhou, Honglin Zhu, Qian Qiu, Weihao Cui, Zihan Liu, Cong Guo, Siyuan Feng, Jintao Meng, Haidong Lan, Jingwen Leng, Wenxi Zhu, Minwen Deng

专题命中代码生成：code generation(abstract)

2407.06889 2024-08-28 cs.RO cs.CV cs.SC 50%

A Neurosymbolic Approach to Adaptive Feature Extraction in SLAM

Yasra Chandio, Momin A. Khan, Khotso Selialia, Luis Garcia, Joseph DeGol, Fatima M. Anwar

专题命中代码生成：program synthesis(abstract)

Comments 8 pages, 6 figures, and 5 tables. Published at the 2024 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). Corresponding author: Yasra Chandio (ychandio@umass.edu)

Journal ref 2024 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)

2408.11226 2024-08-22 quant-ph 50%

Optimizing Quantum Fourier Transformation (QFT) Kernels for Modern NISQ and FT Architectures

Yuwei Jin, Xiangyu Gao, Minghao Guo, Henry Chen, Fei Hua, Chi Zhang, Eddy Z. Zhang

专题命中代码生成：program synthesis(abstract)

Comments arXiv admin note: text overlap with arXiv:2312.16114

2408.06880 2024-08-14 cs.DC cs.PF 50%

Architecture Specific Generation of Large Scale Lattice Boltzmann Methods for Sparse Complex Geometries

Philipp Suffa, Markus Holzer, Harald Köstler, Ulrich Rüde

专题命中代码生成：code generation(abstract)

Comments 16 pages, 19 figures

2408.06810 2024-08-14 cs.AR 50%

HLSPilot: LLM-based High-Level Synthesis

Chenwei Xiong, Cheng Liu, Huawei Li, Xiaowei Li

专题命中代码生成：code generation(abstract)

2403.08777 2024-08-08 cs.DC cs.PF 50%

Alya towards Exascale: Optimal OpenACC Performance of the Navier-Stokes Finite Element Assembly on GPUs

Herbert Owen, Dominik Ernst, Thomas Gruber, Oriol Lemkuhl, Guillaume Houzeaux, Lucas Gasparino, Gerhard Wellein

专题命中代码生成：code generation(abstract)

2312.11416 2024-08-02 physics.comp-ph physics.flu-dyn 50%

Bifurcation tracking on moving meshes and with consideration of azimuthal symmetry breaking instabilities

Christian Diddens, Duarte Rocha

专题命中代码生成：code generation(abstract)

2304.07089 2024-08-02 cs.NE 50%

Untangling the Effects of Down-Sampling and Selection in Genetic Programming

Ryan Boldi, Ashley Bao, Martin Briesch, Thomas Helmuth, Dominik Sobania, Lee Spector, Alexander Lalejini

专题命中代码生成：program synthesis(abstract)

Comments ALIFE 2024: Proceedings of the 2024 Artificial Life Conference

2404.04603 2024-07-29 cs.HC cs.CY 50%

Analyzing LLM Usage in an Advanced Computing Class in India

Anupam Garg, Aryaman Raina, Aryan Gupta, Jaskaran Singh, Manav Saini, Prachi Iiitd, Ronit Mehta, Rupin Oberoi, Sachin Sharma, Samyak Jain, Sarthak Tyagi, Utkarsh Arora, Dhruv Kumar

专题命中代码生成：code generation(abstract)

Comments Under review: 8 pages

1. 代码生成 4102 篇

ReDefining Code Comprehension: Function Naming as a Mechanism for Evaluating Code Comprehension

Large-Scale Simulations of Fully Resolved Complex Moving Geometries with Partially Saturated Cells

Detecting Phishing Sites Using ChatGPT

DynEx: Dynamic Code Synthesis with Structured Design Exploration for Accelerated Exploratory Programming

C codegen considered unnecessary: go directly to binary, do not pass C. Compilation of Julia code for deployment in model-based engineering

Open-source shape optimization for isogeometric shells using FEniCS and OpenMDAO

CHASE: A Native Relational Database for Hybrid Queries on Structured and Unstructured Data

LEAP: LLM-powered End-to-end Automatic Library for Processing Social Science Queries on Unstructured Data

QuantumLLMInstruct: A 500k LLM Instruction-Tuning Dataset with Problem-Solution Pairs for Quantum Computing

SAT Solving for Variants of First-Order Subsumption

Nuclear correlation functions using first-principle calculations of lattice quantum chromodynamics

DiFfRG: A Discretisation Framework for functional Renormalisation Group flows

AD-HOC: A C++ Expression Template package for high-order derivatives backpropagation

Can Large Language Models Help Developers with Robotic Finite State Machine Modification?

Prompt Engineering Guidance for Conceptual Agent-based Model Extraction using Large Language Models

Can We Trust Large Language Models Generated Code? A Framework for In-Context Learning, Security Patterns, and Code Evaluations Across Diverse LLMs

AutoIoT: Automated IoT Platform Using Large Language Models

Efficient Spin-Adapted Implementation of Multireference Algebraic Diagrammatic Construction Theory. I. Core-Ionized States and X-Ray Photoelectron Spectra

AutoVFX: Physically Realistic Video Editing from Natural Language Instructions

Explain in Plain Language Questions with Indic Languages: Drawbacks, Affordances, and Opportunities

Messy Code Makes Managing ML Pipelines Difficult? Just Let LLMs Rewrite the Code!

Vortex: Efficient Sample-Free Dynamic Tensor Program Optimization via Hardware-aware Strategy Space Hierarchization

A Neurosymbolic Approach to Adaptive Feature Extraction in SLAM

Optimizing Quantum Fourier Transformation (QFT) Kernels for Modern NISQ and FT Architectures

Architecture Specific Generation of Large Scale Lattice Boltzmann Methods for Sparse Complex Geometries

HLSPilot: LLM-based High-Level Synthesis

Alya towards Exascale: Optimal OpenACC Performance of the Navier-Stokes Finite Element Assembly on GPUs

Bifurcation tracking on moving meshes and with consideration of azimuthal symmetry breaking instabilities

Untangling the Effects of Down-Sampling and Selection in Genetic Programming

Analyzing LLM Usage in an Advanced Computing Class in India