代码大模型 / AI 编程

Artificial-Intelligence Generated Code Considered Harmful: A Road Map for Secure and High-Quality Code Generation

Chun Jie Chong, Zhihao Yao, Iulian Neamtiu

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

Mechanic Maker: Accessible Game Development Via Symbolic Learning Program Synthesis

Megan Sumner, Vardan Saini, Matthew Guzdial

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

Comments 11 pages, 8 figures, AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment

Bridging Design and Development with Automated Declarative UI Code Generation

Ting Zhou, Yanjie Zhao, Xinyi Hou, Xiaoyu Sun, Kai Chen, Haoyu Wang

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

Tidal MerzA: Combining affective modelling and autonomous code generation through Reinforcement Learning

Elizabeth Wilson, György Fazekas, Geraint Wiggins

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

HiRoPE: Length Extrapolation for Code Models Using Hierarchical Position

Kechi Zhang, Ge Li, Huangzhao Zhang, Zhi Jin

专题命中 代码生成 ：code model(title)；分类 cs.SE

Comments Camera Ready version for ACL 2024 (main)

Enhancing Computer Programming Education with LLMs: A Study on Effective Prompt Engineering for Python Code Generation

Tianyu Wang, Nianjun Zhou, Zhixiong Chen

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

Comments 18 pages, 9 figures

Retrieval-Augmented Code Generation for Situated Action Generation: A Case Study on Minecraft

Chalamalasetti Kranti, Sherzod Hakimov, David Schlangen

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

Comments under review

Diffusion On Syntax Trees For Program Synthesis

Shreyas Kapur, Erik Jenner, Stuart Russell

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

Comments https://tree-diffusion.github.io

AXI4MLIR: User-Driven Automatic Host Code Generation for Custom AXI-Based Accelerators

Nicolas Bohm Agostini, Jude Haris, Perry Gibson, Malith Jayaweera, Norm Rubin, Antonino Tumeo, José L. Abellán, José Cano, David Kaeli

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

Comments 13 pages, 17 figures, to appear in CGO2024

CONSTRUCT: A Program Synthesis Approach for Reconstructing Control Algorithms from Embedded System Binaries in Cyber-Physical Systems

Ali Shokri, Alexandre Perez, Souma Chowdhury, Chen Zeng, Gerald Kaloor, Ion Matei, Peter-Patel Schneider, Akshith Gunasekaran, Shantanu Rane

专题命中 代码生成 ：program synthesis(title)；分类 cs.SE

Autovesk: Automatic vectorized code generation from unstructured static kernels using graph transformations

Hayfa Tayeb, Ludovic Paillat, Berenger Bramas

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

Comments Preprint

ImageEye: Batch Image Processing Using Program Synthesis

Celeste Barnaby, Qiaochu Chen, Roopsha Samanta, Isil Dillig

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

Experiences in Building a Composable and Functional API for Runtime SPIR-V Code Generation

Juan Fumero, György Rethy, Athanasios Stratikopoulos, Nikos Foutris, Christos Kotselidis

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

Comments 16 pages, 9 figures, 11 Listings

From Words to Code: Harnessing Data for Program Synthesis from Natural Language

Anirudh Khatry, Joyce Cahoon, Jordan Henkel, Shaleen Deep, Venkatesh Emani, Avrilia Floratou, Sumit Gulwani, Vu Le, Mohammad Raza, Sherry Shi, Mukul Singh, Ashish Tiwari

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

Comments 14 pages

On the Robustness of Code Generation Techniques: An Empirical Study on GitHub Copilot

Antonio Mastropaolo, Luca Pascarella, Emanuela Guglielmi, Matteo Ciniselli, Simone Scalabrino, Rocco Oliveto, Gabriele Bavota

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

Learning Program Synthesis for Integer Sequences from Scratch

Thibault Gauthier, Josef Urban

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

Program Synthesis Using Example Propagation

Niek Mulleners, Johan Jeuring, Bastiaan Heeren

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

Comments 17 pages, 4 figures, 2 tables

Model-Based Engineering of CPPS Functions and Code Generation for Skills

Aljosha Köcher, Alexander Hayward, Alexander Fay

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

Auto-Icon+: An Automated End-to-End Code Generation Tool for Icon Designs in UI Development

Sidong Feng, Minmin Jiang, Tingting Zhou, Yankun Zhen, Chunyang Chen

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

Comments Accepted to ACM Transactions on Interactive Intelligent Systems (TIIS)

Solving the Families In the Wild Kinship Verification Challenge by Program Synthesis

Junyi Huang, Maxwell Benjamin Strome, Ian Jenkins, Parker Williams, Bo Feng, Yaning Wang, Roman Wang, Vaibhav Bagri, Newman Cheng, Iddo Drori

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

Comments 5 pages, 2 figures

Journal ref IEEE International Conference on Automatic Face and Gesture Recognition, 2021

Deep Distilling: automated code generation using explainable deep learning

Paul J. Blazek, Kesavan Venkatesh, Milo M. Lin

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

DPGen: Automated Program Synthesis for Differential Privacy

Yuxin Wang, Zeyu Ding, Yingtai Xiao, Daniel Kifer, Danfeng Zhang

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

Comments CCS'21

A Note on Exhaustive State Space Search for Efficient Code Generation

Aart J. C. Bik

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

Comments white paper

ProphetNet-X: Large-Scale Pre-training Models for English, Chinese, Multi-lingual, Dialog, and Code Generation

Weizhen Qi, Yeyun Gong, Yu Yan, Can Xu, Bolun Yao, Bartuer Zhou, Biao Cheng, Daxin Jiang, Jiusheng Chen, Ruofei Zhang, Houqiang Li, Nan Duan

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

Comments Accepted by ACL 2021 demo papers

Reading StackOverflow Encourages Cheating: Adding Question Text Improves Extractive Code Generation

Gabriel Orlanski, Alex Gittens

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

Comments To be published in ACL-IJCNLP NLP4Prog workshop. (The First Workshop on Natural Language Processing for Programming)

iContractBot: A Chatbot for Smart Contracts' Specification and Code Generation

Ilham Qasse, Shailesh Mishra, Mohammad Hamdaqa

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

Compact Native Code Generation for Dynamic Languages on Micro-core Architectures

Maurice Jamieson, Nick Brown

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

Comments Preprint of paper accepted to ACM SIGPLAN 2021 International Conference on Compiler Construction (CC 2021)

Analysis of Evolutionary Program Synthesis for Card Games

Rohan Saha, Cassidy Pirlot

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

HipaccVX: Wedding of OpenVX and DSL-based Code Generation

M. Akif Özkan, Burak Ok, Bo Qiao, Jürgen Teich, Frank Hannig

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

Journal ref Journal of Real-Time Image Processing, 2020

CodeGRU: Context-aware Deep Learning with Gated Recurrent Unit for Source Code Modeling

Yasir Hussain, Zhiqiu Huang, Yu Zhou, Senzhang Wang

专题命中 代码生成 ：code model(title)；分类 cs.SE

Journal ref Information and Software Technology. Volume 125, September 2020, 106309