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논문
이 태스크와 하위 분야의 관련 논문입니다. 실제 성능 비교는 평가 결과에서 확인하세요.
Program Semantic Inequivalence Game with Large Language Models
GPRat: Gaussian Process Regression with Asynchronous Tasks
LLM-Assisted Translation of Legacy FORTRAN Codes to C++: A Cross-Platform Study
Classical Planning with LLM-Generated Heuristics: Challenging the State of the Art with Python Code
Towards Practical First-Order Model Counting
EIQP: Execution-time-certified and Infeasibility-detecting QP Solver
C codegen considered unnecessary: go directly to binary, do not pass C. Compilation of Julia code for deployment in model-based engineering
Skeleton-Guided-Translation: A Benchmarking Framework for Code Repository Translation with Fine-Grained Quality Evaluation
Keras Sig: Efficient Path Signature Computation on GPU in Keras 3
Fortran2CPP: Automating Fortran-to-C++ Translation using LLMs via Multi-Turn Dialogue and Dual-Agent Integration
Helping LLMs Improve Code Generation Using Feedback from Testing and Static Analysis
Pattern Matching in AI Compilers and its Formalization (Extended Version)
Learning Complex Word Embeddings in Classical and Quantum Spaces
GNN-Based Code Annotation Logic for Establishing Security Boundaries in C Code
SceneGenAgent: Precise Industrial Scene Generation with Coding Agent
Fast and Efficient Bayesian Analysis of Structural Vector Autoregressions Using the R Package bsvars
OMPar: Automatic Parallelization with AI-Driven Source-to-Source Compilation
VulnLLMEval: A Framework for Evaluating Large Language Models in Software Vulnerability Detection and Patching
Are LLMs Any Good for High-Level Synthesis?
Deeploy: Enabling Energy-Efficient Deployment of Small Language Models On Heterogeneous Microcontrollers
Automated C/C++ Program Repair for High-Level Synthesis via Large Language Models
Transforming Software Development: Evaluating the Efficiency and Challenges of GitHub Copilot in Real-World Projects
Vulnerability Detection in C/C++ Code with Deep Learning
Python-Based Reinforcement Learning on Simulink Models
Automated Creation of Source Code Variants of a Cryptographic Hash Function Implementation Using Generative Pre-Trained Transformer Models
Register Your Forests: Decision Tree Ensemble Optimization by Explicit CPU Register Allocation
ChatDBG: Augmenting Debugging with Large Language Models
Smart structural health monitoring (SHM) system for on-board localization of defects in pipes using torsional ultrasonic guided waves
Large Language Models to Generate System-Level Test Programs Targeting Non-functional Properties
Enhanced Automated Code Vulnerability Repair using Large Language Models
CompCodeVet: A Compiler-guided Validation and Enhancement Approach for Code Dataset
Safurai-Csharp: Harnessing Synthetic Data to improve language-specific Code LLM
Creating a Dataset for High-Performance Computing Code Translation using LLMs: A Bridge Between OpenMP Fortran and C++
SecureFalcon: Are We There Yet in Automated Software Vulnerability Detection with LLMs?
A Toolbox for Fast Interval Arithmetic in numpy with an Application to Formal Verification of Neural Network Controlled Systems
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