代码大模型 / AI 编程

RTL-Breaker: Assessing the Security of LLMs against Backdoor Attacks on HDL Code Generation

Lakshmi Likhitha Mankali, Jitendra Bhandari, Manaar Alam, Ramesh Karri, Michail Maniatakos, Ozgur Sinanoglu, Johann Knechtel

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

Comments Accepted at 2025 Design, Automation & Test in Europe (DATE) Conference

Code generation and runtime techniques for enabling data-efficient deep learning training on GPUs

Kun Wu

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

Comments Ph.D. Thesis, University of Illinois Urbana-Champaign, 2024

SelfCodeAlign: Self-Alignment for Code Generation

Yuxiang Wei, Federico Cassano, Jiawei Liu, Yifeng Ding, Naman Jain, Zachary Mueller, Harm de Vries, Leandro von Werra, Arjun Guha, Lingming Zhang

专题命中 代码生成 ：code generation(title)；分类 cs.SE、cs.CL、cs.LG

Comments Accepted to NeurIPS 2024

Proof of Thought : Neurosymbolic Program Synthesis allows Robust and Interpretable Reasoning

Debargha Ganguly, Srinivasan Iyengar, Vipin Chaudhary, Shivkumar Kalyanaraman

专题命中 代码生成 ：program synthesis(title)；分类 cs.CL、cs.AI、cs.LG

Comments 38th Conference on Neural Information Processing Systems (NeurIPS 2024) System 2 Reasoning At Scale Workshop

IntelliExplain: Enhancing Conversational Code Generation for Non-Professional Programmers

Hao Yan, Thomas D. Latoza, Ziyu Yao

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

Self-Taught Optimizer (STOP): Recursively Self-Improving Code Generation

Eric Zelikman, Eliana Lorch, Lester Mackey, Adam Tauman Kalai

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

Comments Published as a conference paper at COLM 2024

AI Coders Are Among Us: Rethinking Programming Language Grammar Towards Efficient Code Generation

Zhensu Sun, Xiaoning Du, Zhou Yang, Li Li, David Lo

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

Comments Accepted by ISSTA'24

Analytical Performance Estimation during Code Generation on Modern GPUs

Dominik Ernst, Markus Holzer, Georg Hager, Matthias Knorr, Gerhard Wellein

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

Comments arXiv admin note: substantial text overlap with arXiv:2107.01143

Opening the Black Box: Performance Estimation during Code Generation for GPUs

Dominik Ernst, Georg Hager, Markus Holzer, Matthias Knorr, Gerhard Wellein

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

Instruction Tuning for Secure Code Generation

Jingxuan He, Mark Vero, Gabriela Krasnopolska, Martin Vechev

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

Effective Adaptive Mutation Rates for Program Synthesis

Andrew Ni, Lee Spector

专题命中 代码生成 ：program synthesis(title,abstract)

Comments 12 pages, 4 figures. Accepted at GECCO'24

Towards Code Generation for Octree-Based Multigrid Solvers

Richard Angersbach, Sebastian Kuckuck, Harald Köstler

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

Semantically Aligned Question and Code Generation for Automated Insight Generation

Ananya Singha, Bhavya Chopra, Anirudh Khatry, Sumit Gulwani, Austin Z. Henley, Vu Le, Chris Parnin, Mukul Singh, Gust Verbruggen

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

LLMs for Science: Usage for Code Generation and Data Analysis

Mohamed Nejjar, Luca Zacharias, Fabian Stiehle, Ingo Weber

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

Comments Accepted (ICSSP Special Issue in Journal of Software Evolution and Process); In Print

Test Code Generation for Telecom Software Systems using Two-Stage Generative Model

Mohamad Nabeel, Doumitrou Daniil Nimara, Tahar Zanouda

专题命中 代码生成 ：code generation(title)；分类 cs.SE、cs.CL、cs.LG

Comments 6 pages, 5 figures, Accepted at 1st Workshop on The Impact of Large Language Models on 6G Networks - IEEE International Conference on Communications (ICC) 2024

Self-Training Large Language Models for Improved Visual Program Synthesis With Visual Reinforcement

Zaid Khan, Vijay Kumar BG, Samuel Schulter, Yun Fu, Manmohan Chandraker

专题命中 代码生成 ：program synthesis(title,abstract)

Comments CVPR 2024

Diffusion-based Aesthetic QR Code Generation via Scanning-Robust Perceptual Guidance

Jia-Wei Liao, Winston Wang, Tzu-Sian Wang, Li-Xuan Peng, Cheng-Fu Chou, Jun-Cheng Chen

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

Program Synthesis in Saturation

Petra Hozzová, Laura Kovács, Chase Norman, Andrei Voronkov

专题命中 代码生成 ：program synthesis(title,abstract)

Comments 23 pages; this is an extended version of the published paper

Journal ref Automated Deduction - CADE 29. CADE 2023. Lecture Notes in Computer Science, vol 14132. Springer, Cham

Program Machine Policy: Addressing Long-Horizon Tasks by Integrating Program Synthesis and State Machines

Yu-An Lin, Chen-Tao Lee, Guan-Ting Liu, Pu-Jen Cheng, Shao-Hua Sun

专题命中 代码生成 ：program synthesis(title)；分类 cs.AI、cs.LG、cs.PL

HAP: SPMD DNN Training on Heterogeneous GPU Clusters with Automated Program Synthesis

Shiwei Zhang, Lansong Diao, Chuan Wu, Zongyan Cao, Siyu Wang, Wei Lin

专题命中 代码生成 ：program synthesis(title,abstract)

Comments EuroSys '24

CG-Kit: Code Generation Toolkit for Performant and Maintainable Variants of Source Code Applied to Flash-X Hydrodynamics Simulations

Johann Rudi, Youngjun Lee, Aidan H. Chadha, Mohamed Wahib, Klaus Weide, Jared P. O'Neal, Anshu Dubey

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

Comments submitted

Code Generation for a Variety of Accelerators for a Graph DSL

Ashwina Kumar, M. Venkata Krishna, Prasanna Bartakke, Rahul Kumar, Rajesh Pandian M, Nibedita Behera, Rupesh Nasre

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

Comments arXiv admin note: text overlap with arXiv:2305.03317

Enhancing Robot Program Synthesis Through Environmental Context

Tianyi Chen, Qidi Wang, Zhen Dong, Liwei Shen, Xin Peng

专题命中 代码生成 ：program synthesis(title,abstract)

Code Generation Based Grading: Evaluating an Auto-grading Mechanism for "Explain-in-Plain-English" Questions

David H. Smith, Craig Zilles

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

Advanced Automatic Code Generation for Multiple Relaxation-Time Lattice Boltzmann Methods

Frederik Hennig, Markus Holzer, Ulrich Rüde

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

Comments 23 pages, 6 figures

VeriGen: A Large Language Model for Verilog Code Generation

Shailja Thakur, Baleegh Ahmad, Hammond Pearce, Benjamin Tan, Brendan Dolan-Gavitt, Ramesh Karri, Siddharth Garg

专题命中 代码生成 ：code generation(title)；分类 cs.SE、cs.LG、cs.PL

Comments arXiv admin note: text overlap with arXiv:2212.11140

Aligning Offline Metrics and Human Judgments of Value for Code Generation Models

Victor Dibia, Adam Fourney, Gagan Bansal, Forough Poursabzi-Sangdeh, Han Liu, Saleema Amershi

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

Comments Accepted at ACL 2023 (Findings)

Discovering Quantum Circuit Components with Program Synthesis

Leopoldo Sarra, Kevin Ellis, Florian Marquardt

专题命中 代码生成 ：program synthesis(title,abstract)

"It would work for me too": How Online Communities Shape Software Developers' Trust in AI-Powered Code Generation Tools

Ruijia Cheng, Ruotong Wang, Thomas Zimmermann, Denae Ford

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

Exploring Data Augmentation for Code Generation Tasks

Pinzhen Chen, Gerasimos Lampouras

专题命中 代码生成 ：code generation(title)；分类 cs.CL、cs.AI、cs.PL

Comments Findings of EACL 2023