代码大模型 / AI 编程

Coqlex: Generating Formally Verified Lexers

Wendlasida Ouedraogo, Gabriel Scherer, Lutz Strassburger

专题命中 程序分析与验证 ：code generation(abstract)；分类 cs.PL

Journal ref The Art, Science, and Engineering of Programming, 2024, Vol. 8, Issue 1, Article 3

Domain Knowledge Matters: Improving Prompts with Fix Templates for Repairing Python Type Errors

Yun Peng, Shuzheng Gao, Cuiyun Gao, Yintong Huo, Michael R. Lyu

专题命中 程序分析与验证 ：program repair(abstract)；分类 cs.SE

Comments This paper has been accepted by ICSE'24

Matching Linear Algebra and Tensor Code to Specialized Hardware Accelerators

Pablo Antonio Martínez, Jackson Woodruff, Jordi Armengol-Estapé, Gregorio Bernabé, José Manuel García, Michael F. P. O'Boyle

专题命中 程序分析与验证 ：program synthesis(abstract)；分类 cs.PL

Comments This is the author's version of the work. It is posted here for your personal use. Not for redistribution. The definitive Version of Record was published in Proceedings of the 32nd ACM SIGPLAN International Conference on Compiler Construction (CC '23), February 25-26, 2023, Montréal, QC, Canada, https://doi.org/10.1145/3578360.3580262

Journal ref In Proceedings of the 32nd ACM SIGPLAN International Conference on Compiler Construction (CC '23), February 25-26, 2023, Montréal, QC, Canada

A Domain-Extensible Compiler with Controllable Automation of Optimisations

Thomas Koehler

专题命中 程序分析与验证 ：code generation(abstract)；分类 cs.PL

Comments PhD Thesis made at the University of Glasgow, 163 pages

Securing Optimized Code Against Power Side Channels

Rodothea Myrsini Tsoupidi, Roberto Castañeda Lozano, Elena Troubitsyna, Panagiotis Papadimitratos

专题命中 程序分析与验证 ：code generation(abstract)；分类 cs.AI

Type-Directed Synthesis of Visualizations from Natural Language Queries

Qiaochu Chen, Shankara Pailoor, Celeste Barnaby, Abby Criswell, Chenglong Wang, Greg Durrett, Isil Dillig

专题命中 程序分析与验证 ：program synthesis(abstract)；分类 cs.PL

Comments 39 pages

Large Scale Generation of Labeled Type Data for Python

Ibrahim Abdelaziz, Julian Dolby, Kavitha Srinivas

专题命中 程序分析与验证 ：repository(abstract)；分类 cs.PL

Refinement Type Directed Search for Meta-Interpretive-Learning of Higher-Order Logic Programs

Rolf Morel

专题命中 程序分析与验证 ：program synthesis(abstract)；分类 cs.AI

Comments Oxford 2018 MSc thesis; 82 pages

A High-Performance Sparse Tensor Algebra Compiler in Multi-Level IR

Ruiqin Tian, Luanzheng Guo, Jiajia Li, Bin Ren, Gokcen Kestor

专题命中 程序分析与验证 ：code generation(abstract)；分类 cs.PL

Is Rust Used Safely by Software Developers?

Ana Nora Evans, Bradford Campbell, Mary Lou Soffa

专题命中 程序分析与验证 ：repository(abstract)；分类 cs.SE

BreizhCrops: A Time Series Dataset for Crop Type Mapping

Marc Rußwurm, Charlotte Pelletier, Maximilian Zollner, Sébastien Lefèvre, Marco Körner

专题命中 程序分析与验证 ：repository(abstract)；分类 cs.LG

Comments accepted to ISPRS Archives 2020

Sound Regular Expression Semantics for Dynamic Symbolic Execution of JavaScript

Blake Loring, Duncan Mitchell, Johannes Kinder

专题命中 程序分析与验证 ：repository(abstract)；分类 cs.PL

Comments This arXiv version (v4) contains fixes for some typographical errors of the PLDI'19 version (the numbering of indices in Section 4.1 and the example in Section 4.3)

Journal ref Proc. ACM SIGPLAN Conf. Programming Language Design and Implementation (PLDI), pp. 425-438, ACM, 2019

Selective Lambda Lifting

Sebastian Graf, Simon Peyton Jones

专题命中 程序分析与验证 ：code generation(abstract)；分类 cs.PL

Comments Rejected from ICFP 2019

Type-safe, Polyvariadic Event Correlation

Oliver Bračevac, Guido Salvaneschi, Sebastian Erdweg, Mira Mezini

专题命中 程序分析与验证 ：code generation(abstract)；分类 cs.PL

Glow: Graph Lowering Compiler Techniques for Neural Networks

Nadav Rotem, Jordan Fix, Saleem Abdulrasool, Garret Catron, Summer Deng, Roman Dzhabarov, Nick Gibson, James Hegeman, Meghan Lele, Roman Levenstein, Jack Montgomery, Bert Maher, Satish Nadathur, Jakob Olesen, Jongsoo Park, Artem Rakhov, Misha Smelyanskiy, Man Wang

专题命中 程序分析与验证 ：code generation(abstract)；分类 cs.PL

Mitigating Power Side Channels during Compilation

Jingbo Wang, Chungha Sung, Chao Wang

专题命中 程序分析与验证 ：code generation(abstract)；分类 cs.PL

AVATAR : Fixing Semantic Bugs with Fix Patterns of Static Analysis Violations

Kui Liu, Anil Koyuncu, Dongsun Kim, Tegawendé F. Bisyandé

专题命中 程序分析与验证 ：program repair(abstract)；分类 cs.SE

Comments Accepted by SANER 2019

A Method to Facilitate Cancer Detection and Type Classification from Gene Expression Data using a Deep Autoencoder and Neural Network

Xi Chen, Jin Xie, Qingcong Yuan

专题命中 程序分析与验证 ：repository(abstract)；分类 cs.LG

Comments 6 pages

ISA Mapper: A Compute and Hardware Agnostic Deep Learning Compiler

Matthew Sotoudeh, Anand Venkat, Michael Anderson, Evangelos Georganas, Alexander Heinecke, Jason Knight

专题命中 程序分析与验证 ：code generation(abstract)；分类 cs.LG

A Quality Type-aware Annotated Corpus and Lexicon for Harassment Research

Mohammadreza Rezvan, Saeedeh Shekarpour, Lakshika Balasuriya, Krishnaprasad Thirunarayan, Valerie Shalin, Amit Sheth

专题命中 程序分析与验证 ：repository(abstract)；分类 cs.CL

How long, O Bayesian network, will I sample thee? A program analysis perspective on expected sampling times

Kevin Batz, Benjamin Lucien Kaminski, Joost-Pieter Katoen, Christoph Matheja

专题命中 程序分析与验证 ：repository(abstract)；分类 cs.PL

Formal Verification of Spacecraft Control Programs Using a Metalanguage for State Transformers

Andrey Mokhov, Georgy Lukyanov, Jakob Lechner

专题命中 程序分析与验证 ：code generation(abstract)；分类 cs.PL

Comments Under review, feedback is sought

A Verified Compiler for Probability Density Functions

Manuel Eberl, Johannes Hölzl, Tobias Nipkow

专题命中 程序分析与验证 ：code generation(abstract)；分类 cs.PL

Comments Presented at ESOP 2015

SEA: String Executability Analysis by Abstract Interpretation

Vincenzo Arceri, Mila Dalla Preda, Roberto Giacobazzi, Isabella Mastroeni

专题命中 程序分析与验证 ：code generation(abstract)；分类 cs.PL

Comments 28 pages, 11 figures

Formal Verification of Real-Time Function Blocks Using PVS

Linna Pang, Chen-Wei Wang, Mark Lawford, Alan Wassyng, Josh Newell, Vera Chow, David Tremaine

专题命中 程序分析与验证 ：repository(abstract)；分类 cs.SE

Comments In Proceedings ESSS 2015, arXiv:1506.03250

Journal ref EPTCS 184, 2015, pp. 65-79

SAT Certificates for the Matrix-Multiplication Challenges over F2: All Ten `Expected-UNSAT` Instances Are Satisfiable, and a Type-3-Free Rank-23 Scheme

F₂上矩阵乘法挑战的SAT证书：全部10个“预期不可满足”实例均可满足，以及一个无3型项的秩23方案

Nick Palladinos

专题命中 程序分析与验证 ：repository(abstract)

AI总结 该研究针对F₂上的矩阵乘法SAT基准，发现10个预期不可满足的Challenge-2公式实际可满足，还构造了无3型项的秩23方案，生成了21个实例的SAT证书且可快速复现。

Experiments in Verification of Linear Model Predictive Control: Automatic Generation and Formal Verification of an Interior Point Method Algorithm

线性模型预测控制的验证实验：内点法算法的自动生成与形式验证

Guillaume Davy, Eric Féron, Pierre-Loïc Garoche, Didier Henrion

专题命中 程序分析与验证 ：code generation(abstract)

AI总结 本文研究了线性模型预测控制中内点法算法的自动生成与形式验证，通过代码专门化阶段生成额外的注释来形式化算法的意图规范，并利用演绎方法自动证明这些断言的有效性，同时通过SMT求解器验证整个证明过程。

Journal ref 22nd International Conference on Logic for Programming Artificial Intelligence and Reasoning (LPAR-22), Nov 2018, Awassa, Ethiopia. https://easychair.org/smart-program/LPAR-22/

Implementing Dependent Type Theory Inhabitation and Unification

在依赖类型理论中实现 inhabit 和 unification

Chase Norman, Jeremy Avigad

专题命中 程序分析与验证 ：program synthesis(abstract)

AI总结 本文提出 Canonical-min，一种在依赖类型理论中求解 inhabit 和 unification 的高效方法，并引入 DTTBench 作为相关基准测试。

Resolving Indirect Calls in Binary Code via Cross-Reference Augmented Graph Neural Networks

Haotian Zhang, Kun Liu, Cristian Garces, Chenke Luo, Yu Lei, Jiang Ming

专题命中 程序分析与验证 ：repository(abstract)

On Infinite Tensor Networks, Complementary Recovery and Type II Factors

Wissam Chemissany, Elliott Gesteau, Alexander Jahn, Daniel Murphy, Leo Shaposhnik

专题命中 程序分析与验证 ：code model(abstract)

Comments 20 + 9 pages, 16 figures

Journal ref J. Phys. A: Math. Theor. 58 435301 (2025)