代码大模型 / AI 编程

Programming with Pixels: Can Computer-Use Agents do Software Engineering?

Pranjal Aggarwal, Sean Welleck

机构 * Carnegie Mellon University（卡内基梅隆大学） 纠错

专题命中 软件智能体 ：coding agent(abstract)；分类 cs.SE、cs.LG

FRIDA to the Rescue! Analyzing Synthetic Data Effectiveness in Object-Based Common Sense Reasoning for Disaster Response

Mollie Shichman, Claire Bonial, Austin Blodgett, Taylor Hudson, Francis Ferraro, Rachel Rudinger

机构 * University of Maryland, College Park（马里兰大学学院市分校） ； Army Research Lab（陆军研究实验室） ； Oak Ridge Associated Universities（橡树岭关联大学） ； University of Maryland, Baltimore County（马里兰大学巴尔的摩县分校） 纠错

专题命中 软件智能体 ：coding agent(abstract)；分类 cs.CL、cs.AI

Comments 8 pages, 3 figures, 5 tables

Tool-integrated Reinforcement Learning for Repo Deep Search

Zexiong Ma, Chao Peng, Qunhong Zeng, Pengfei Gao, Yanzhen Zou, Bing Xie

机构 * Peking University（北京大学） ； ByteDance（字节跳动） ； Beijing Institute of Technology（北京理工大学） 纠错

专题命中 软件智能体 ：repository(abstract)；分类 cs.SE、cs.AI

Trae Agent: An LLM-based Agent for Software Engineering with Test-time Scaling

Trae Research Team, Pengfei Gao, Zhao Tian, Xiangxin Meng, Xinchen Wang, Ruida Hu, Yuanan Xiao, Yizhou Liu, Zhao Zhang, Junjie Chen, Cuiyun Gao, Yun Lin, Yingfei Xiong, Chao Peng, Xia Liu

机构 * Trae Research（Trae研究） 纠错

专题命中 软件智能体 ：repository(abstract)；分类 cs.SE、cs.AI

Comments Pengfei Gao and Zhao Tian contributed equally to this technical report

IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis

Hanyu Li, Haoyu Liu, Tingyu Zhu, Tianyu Guo, Zeyu Zheng, Xiaotie Deng, Michael I. Jordan

专题命中 软件智能体 ：coding agent(abstract)；分类 cs.CL、cs.AI

Divide-Verify-Refine: Can LLMs Self-Align with Complex Instructions?

Xianren Zhang, Xianfeng Tang, Hui Liu, Zongyu Wu, Qi He, Dongwon Lee, Suhang Wang

专题命中 软件智能体 ：repository(abstract)；分类 cs.AI、cs.LG

Comments Under review

The Devil is in the Prompts: De-Identification Traces Enhance Memorization Risks in Synthetic Chest X-Ray Generation

Raman Dutt

专题命中 软件智能体 ：repository(abstract)；分类 cs.AI、cs.LG

Every Software as an Agent: Blueprint and Case Study

Mengwei Xu

专题命中 软件智能体 ：software agent(abstract)；分类 cs.SE、cs.AI

Morescient GAI for Software Engineering (Extended Version)

Marcus Kessel, Colin Atkinson

专题命中 软件智能体 ：code model(abstract)；分类 cs.SE、cs.AI

Comments To appear in ACM Transactions on Software Engineering and Methodology, Special Issue "2030 Roadmap Software Engineering"

Journal ref ACM Transactions on Software Engineering and Methodology, Special Issue "2030 Roadmap Software Engineering"

Evaluating Software Development Agents: Patch Patterns, Code Quality, and Issue Complexity in Real-World GitHub Scenarios

Zhi Chen, Lingxiao Jiang

专题命中 软件智能体 ：repository(abstract)；分类 cs.SE、cs.AI

Comments Paper accepted to the SANER 2025 Conference Research Track

Go-Oracle: Automated Test Oracle for Go Concurrency Bugs

Foivos Tsimpourlas, Chao Peng, Carlos Rosuero, Ping Yang, Ajitha Rajan

专题命中 软件智能体 ：repository(abstract)；分类 cs.SE、cs.AI

SpecRover: Code Intent Extraction via LLMs

Haifeng Ruan, Yuntong Zhang, Abhik Roychoudhury

专题命中 软件智能体 ：program repair(abstract)；分类 cs.SE、cs.AI

Comments Haifeng Ruan and Yuntong Zhang contributed equally to this work. To appear in ICSE 2025

Improving Linguistic Diversity of Large Language Models with Possibility Exploration Fine-Tuning

Long Mai, Julie Carson-Berndsen

专题命中 软件智能体 ：repository(abstract)；分类 cs.CL、cs.AI

Modeling and Simulation of a Multi Robot System Architecture

Ahmed R. Sadik, Christian Goerick, Manuel Muehlig

专题命中 软件智能体 ：software agent(abstract)；分类 cs.SE、cs.AI

SEA: State-Exchange Attention for High-Fidelity Physics Based Transformers

Parsa Esmati, Amirhossein Dadashzadeh, Vahid Goodarzi, Nicolas Larrosa, Nicolò Grilli

专题命中 软件智能体 ：repository(abstract)；分类 cs.AI、cs.LG

Comments Accepted in 38th Conference on Neural Information Processing Systems (NeurIPS 2024)

SuperCoder2.0: Technical Report on Exploring the feasibility of LLMs as Autonomous Programmer

Anmol Gautam, Kishore Kumar, Adarsh Jha, Mukunda NS, Ishaan Bhola

专题命中 软件智能体 ：repository(abstract)；分类 cs.SE、cs.AI

Quality Issues in Machine Learning Software Systems

Pierre-Olivier Côté, Amin Nikanjam, Rached Bouchoucha, Ilan Basta, Mouna Abidi, Foutse Khomh

专题命中 软件智能体 ：repository(abstract)；分类 cs.SE、cs.LG

Comments Published in the Empirical Software Engineering Journal

FloorSet -- a VLSI Floorplanning Dataset with Design Constraints of Real-World SoCs

Uday Mallappa, Hesham Mostafa, Mikhail Galkin, Mariano Phielipp, Somdeb Majumdar

专题命中 软件智能体 ：repository(abstract)；分类 cs.AI、cs.LG

Comments 10 pages, 11 figures

Algorithms for learning value-aligned policies considering admissibility relaxation

Andrés Holgado-Sánchez, Joaquín Arias, Holger Billhardt, Sascha Ossowski

专题命中 软件智能体 ：software agent(abstract)；分类 cs.AI、cs.LG

A Survey on Self-Evolution of Large Language Models

Zhengwei Tao, Ting-En Lin, Xiancai Chen, Hangyu Li, Yuchuan Wu, Yongbin Li, Zhi Jin, Fei Huang, Dacheng Tao, Jingren Zhou

专题命中 软件智能体 ：repository(abstract)；分类 cs.CL、cs.AI

AdaGMLP: AdaBoosting GNN-to-MLP Knowledge Distillation

Weigang Lu, Ziyu Guan, Wei Zhao, Yaming Yang

专题命中 软件智能体 ：repository(abstract)；分类 cs.AI、cs.LG

Comments Accepted by KDD 2024

Journal ref KDD 2024

Can Github issues be solved with Tree Of Thoughts?

Ricardo La Rosa, Corey Hulse, Bangdi Liu

专题命中 软件智能体 ：code generation(abstract)；分类 cs.SE、cs.AI

Comments 8 pages, 2 figures, 7 tables

An Integrated Data Processing Framework for Pretraining Foundation Models

Yiding Sun, Feng Wang, Yutao Zhu, Wayne Xin Zhao, Jiaxin Mao

专题命中 软件智能体 ：repository(abstract)；分类 cs.CL、cs.LG

Comments 6 pages, 2 figures; accepted by SIGIR'24 demo track

An Exploratory Investigation into Code License Infringements in Large Language Model Training Datasets

Jonathan Katzy, Răzvan-Mihai Popescu, Arie van Deursen, Maliheh Izadi

专题命中 软件智能体 ：repository(abstract)；分类 cs.SE、cs.LG

Comments Accepted to FORGE 2024

Predicting Transcription Factor Binding Sites using Transformer based Capsule Network

Nimisha Ghosh, Daniele Santoni, Indrajit Saha, Giovanni Felici

专题命中 软件智能体 ：repository(abstract)；分类 cs.AI、cs.LG

Silent Bugs in Deep Learning Frameworks: An Empirical Study of Keras and TensorFlow

Florian Tambon, Amin Nikanjam, Le An, Foutse Khomh, Giuliano Antoniol

专题命中 软件智能体 ：repository(abstract)；分类 cs.SE、cs.LG

Generative Agents: Interactive Simulacra of Human Behavior

Joon Sung Park, Joseph C. O'Brien, Carrie J. Cai, Meredith Ringel Morris, Percy Liang, Michael S. Bernstein

专题命中 软件智能体 ：software agent(abstract)；分类 cs.AI、cs.LG

Adversarial Constrained Bidding via Minimax Regret Optimization with Causality-Aware Reinforcement Learning

Haozhe Wang, Chao Du, Panyan Fang, Li He, Liang Wang, Bo Zheng

专题命中 软件智能体 ：software agent(abstract)；分类 cs.AI、cs.LG

Comments Accepted by SIGKDD2023

Applying Machine Learning Analysis for Software Quality Test

Al Khan, Remudin Reshid Mekuria, Ruslan Isaev

专题命中 软件智能体 ：repository(abstract)；分类 cs.SE、cs.LG

Comments 16 pages, 5 figures and 14 tables

Journal ref 2023 International Conference on Code Quality (ICCQ), IEEE Xplore

Making a Computational Attorney

Dell Zhang, Frank Schilder, Jack G. Conrad, Masoud Makrehchi, David von Rickenbach, Isabelle Moulinier

专题命中 软件智能体 ：software agent(abstract)；分类 cs.CL、cs.LG

Comments To be published in the Proceedings of the 2023 SIAM International Conference on Data Mining (SDM'23)