代码大模型 / AI 编程

Conversational Code Generation: a Case Study of Designing a Dialogue System for Generating Driving Scenarios for Testing Autonomous Vehicles

Rimvydas Rubavicius, Antonio Valerio Miceli-Barone, Alex Lascarides, Subramanian Ramamoorthy

机构 * School of Informatics, University of Edinburgh 10 Crichton Street, Edinburgh EH8 9AB（信息学院，爱丁堡大学） 纠错

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

Comments In Proceedings of GeCoIn 2025: Generative Code Intelligence Workshop, co-located with ECAI-2025

AutoMisty: A Multi-Agent LLM Framework for Automated Code Generation in the Misty Social Robot

Xiao Wang, Lu Dong, Sahana Rangasrinivasan, Ifeoma Nwogu, Srirangaraj Setlur, Venugopal Govindaraju

机构 * State University of New York at Buffalo（纽约州立大学布法罗分校） ； Department of Computer Science and Engineering, Amrita School of Computing, Amrita Vishwa Vidyapeetham（计算机科学与工程系，阿米特拉学校 computing，阿米特拉世界大学） 纠错

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

Comments Accepted by IROS 2025

Embodied Long Horizon Manipulation with Closed-loop Code Generation and Incremental Few-shot Adaptation

Yuan Meng, Xiangtong Yao, Haihui Ye, Yirui Zhou, Shengqiang Zhang, Zhenguo Sun, Xukun Li, Zhenshan Bing, Alois Knoll

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

Comments update ICRA 6 page

EvoCurr: Self-evolving Curriculum with Behavior Code Generation for Complex Decision-making

Yang Cheng, Zilai Wang, Weiyu Ma, Wenhui Zhu, Yue Deng, Jian Zhao

机构 * Zhongguancun Academy（中关村学院） ； Zhongguancun Institute of Artificial Intelligence（中关村人工智能研究院） ； University of Science and Technology of China（中国科学技术大学） ； King Abdullah University of Science and Technology（国王 Abdullah 科学技术大学） ； Xi’an Jiaotong University（西安交通大学） 纠错

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

ChronoLLM: Customizing Language Models for Physics-Based Simulation Code Generation

Jingquan Wang, Andrew Negrut, Harry Zhang, Khailanii Slaton, Shu Wang, Radu Serban, Jinlong Wu, Dan Negrut

机构 * Department of Mechanical Engineering, University of Wisconsin-Madison（威斯康星大学麦迪逊分校机械工程系） ； Department of Computer Science, Rice University（里德大学计算机科学系） 纠错

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

Streamlined Airborne Software Development for Large UAVs: From Unified Data Collection to Automated Code Generation

Viktor Sinitsyn, Nils Schlautmann, Florian Schwaiger, Florian Holzapfel

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

ExploraCoder: Advancing code generation for multiple unseen APIs via planning and chained exploration

Yunkun Wang, Yue Zhang, Zhen Qin, Chen Zhi, Binhua Li, Fei Huang, Yongbin Li, Shuiguang Deng

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

How Are We Doing With Using AI-Based Programming Assistants For Privacy-Related Code Generation? The Developers' Experience

Kashumi Madampe, John Grundy, Nalin Arachchilage

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

Comments Accepted for publication at EASE'25 - short papers and emerging results track

CAD-Coder: An Open-Source Vision-Language Model for Computer-Aided Design Code Generation

Anna C. Doris, Md Ferdous Alam, Amin Heyrani Nobari, Faez Ahmed

机构 * Massachusetts Institute of Technology（麻省理工学院） 纠错

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

Are requirements really all you need? A case study of LLM-driven configuration code generation for automotive simulations

Krzysztof Lebioda, Nenad Petrovic, Fengjunjie Pan, Vahid Zolfaghari, Andre Schamschurko, Alois Knoll

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

CAD-Coder:Text-Guided CAD Files Code Generation

Changqi He, Shuhan Zhang, Liguo Zhang, Jiajun Miao

机构 * College of Computer Science and Technology, Harbin Engineering University（计算机科学与技术学院，哈尔滨工程大学） 纠错

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

The Hidden Risks of LLM-Generated Web Application Code: A Security-Centric Evaluation of Code Generation Capabilities in Large Language Models

Swaroop Dora, Deven Lunkad, Naziya Aslam, S. Venkatesan, Sandeep Kumar Shukla

机构 * Department of IT IIIT Allahabad（信息技术系，印度阿拉哈巴德IIIT） ； Department of ECE IIIT Allahabad（电子工程系，印度阿拉哈巴德IIIT） ； Department of CSE IIT Kanpur（计算机科学与工程系，印度坎purIIT） 纠错

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

Comments 9 pages

Evaluating Code Generation of LLMs in Advanced Computer Science Problems

Emir Catir, Robin Claesson, Rodothea Myrsini Tsoupidi

机构 * Royal Institute of Technology（皇家理工学院） 纠错

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

Quality In, Quality Out: Investigating Training Data's Role in AI Code Generation

Cristina Improta, Rosalia Tufano, Pietro Liguori, Domenico Cotroneo, Gabriele Bavota

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

Comments Accepted to the 33rd IEEE/ACM International Conference on Program Comprehension (ICPC 2025)

SolSearch: An LLM-Driven Framework for Efficient SAT-Solving Code Generation

Junjie Sheng, Yanqiu Lin, Jiehao Wu, Yanhong Huang, Jianqi Shi, Min Zhang, Xiangfeng Wang

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

ScriptoriumWS: A Code Generation Assistant for Weak Supervision

Tzu-Heng Huang, Catherine Cao, Spencer Schoenberg, Harit Vishwakarma, Nicholas Roberts, Frederic Sala

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

Comments Appeared in ICLR'23 Deep Learning for Code (DL4C) Workshop & 2023 Midwest Machine Learning Symposium

Benchmarking Language Model Creativity: A Case Study on Code Generation

Yining Lu, Dixuan Wang, Tianjian Li, Dongwei Jiang, Sanjeev Khudanpur, Meng Jiang, Daniel Khashabi

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

VRank: Enhancing Verilog Code Generation from Large Language Models via Self-Consistency

Zhuorui Zhao, Ruidi Qiu, Ing-Chao Lin, Grace Li Zhang, Bing Li, Ulf Schlichtmann

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

Comments accepted by ISQED2025

Large Language Models for Code Generation: The Practitioners Perspective

Zeeshan Rasheed, Muhammad Waseem, Kai Kristian Kemell, Aakash Ahmad, Malik Abdul Sami, Jussi Rasku, Kari Systä, Pekka Abrahamsson

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

Comments 20 pages, 4 figures, 2 table

Automated LaTeX Code Generation from Handwritten Math Expressions Using Vision Transformer

Jayaprakash Sundararaj, Akhil Vyas, Benjamin Gonzalez-Maldonado

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

Comments 7 pages; 3 figures

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