AI Agent

FLAIRR-TS -- Forecasting LLM-Agents with Iterative Refinement and Retrieval for Time Series

Gunjan Jalori, Preetika Verma, Sercan Ö Arık

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

Comments EMNLP

RepoMaster: Autonomous Exploration and Understanding of GitHub Repositories for Complex Task Solving

Huacan Wang, Ziyi Ni, Shuo Zhang, Shuo Lu, Sen Hu, Ziyang He, Chen Hu, Jiaye Lin, Yifu Guo, Ronghao Chen, Xin Li, Daxin Jiang, Yuntao Du, Pin Lyu

机构 * UCAS（中国科学技术大学） ； CASIA（中国科学院自动化研究所） ； BUPT（北京邮电大学） ； PKU（北京大学） ； NUS（新加坡国立大学） ； StepFun ； THU（清华大学） ； SCNU（华南师范大学） ； USTC（中国科学技术大学） ； SDU（山东大学） 纠错

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

Comments A novel approach; Very practical

Meta-RAG on Large Codebases Using Code Summarization

Vali Tawosi, Salwa Alamir, Xiaomo Liu, Manuela Veloso

机构 * JP Morgan AI Research, UK（英国JPMorgan人工智能研究） 纠错

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

MemoCoder: Automated Function Synthesis using LLM-Supported Agents

Yiping Jia, Zhen Ming Jiang, Shayan Noei, Ying Zou

机构 * Queen's University（女王大学） ； York University（约克大学） 纠错

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

Large Language Models as Autonomous Spacecraft Operators in Kerbal Space Program

Alejandro Carrasco, Victor Rodriguez-Fernandez, Richard Linares

机构 * Massachusetts Institute of Technology, Department of Aeronautics and Astronautics（麻省理工学院航空与航天系） 纠错

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

Comments Non revised version for paper going to be published in Journal of Advances in Space Research

Towards Exception Safety Code Generation with Intermediate Representation Agents Framework

Xuanming Zhang, Yuxuan Chen, Yuan Yuan, Minlie Huang

机构 * University of Wisconsin-Madison（威斯康星大学麦迪逊分校） ； Stanford University（斯坦福大学） ； Tsinghua University（清华大学） ； Beihang University（北航大学） 纠错

专题命中 软件智能体 ：agent(abstract)；multi-agent(abstract)；分类 cs.CL、cs.SE

SwitchLingua: The First Large-Scale Multilingual and Multi-Ethnic Code-Switching Dataset

Peng Xie, Xingyuan Liu, Tsz Wai Chan, Yequan Bie, Yangqiu Song, Yang Wang, Hao Chen, Kani Chen

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

THiNK: Can Large Language Models Think-aloud?

Yongan Yu, Mengqian Wu, Yiran Lin, Nikki G. Lobczowski

机构 * McGill University（麦吉尔大学） 纠错

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

Removal of Hallucination on Hallucination: Debate-Augmented RAG

Wentao Hu, Wengyu Zhang, Yiyang Jiang, Chen Jason Zhang, Xiaoyong Wei, Qing Li

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

Comments Accepted by ACL 2025

Towards Adaptive Software Agents for Debugging

Yacine Majdoub, Eya Ben Charrada, Haifa Touati

机构 * University of Gabes（盖斯大学） 纠错

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

Comments 5 pages, 3 figures, FSE2025

Autellix: An Efficient Serving Engine for LLM Agents as General Programs

Michael Luo, Xiaoxiang Shi, Colin Cai, Tianjun Zhang, Justin Wong, Yichuan Wang, Chi Wang, Yanping Huang, Zhifeng Chen, Joseph E. Gonzalez, Ion Stoica

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

EDGE: Efficient Data Selection for LLM Agents via Guideline Effectiveness

Yunxiao Zhang, Guanming Xiong, Haochen Li, Wen Zhao

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

Compositional Hardness of Code in Large Language Models -- A Probabilistic Perspective

Yotam Wolf, Binyamin Rothberg, Dorin Shteyman, Amnon Shashua

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

Towards Advancing Code Generation with Large Language Models: A Research Roadmap

Haolin Jin, Huaming Chen, Qinghua Lu, Liming Zhu

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

Enabling New HDLs with Agents

Mark Zakharov, Farzaneh Rabiei Kashanaki, Jose Renau

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

Seeker: Towards Exception Safety Code Generation with Intermediate Language Agents Framework

Xuanming Zhang, Yuxuan Chen, Yiming Zheng, Zhexin Zhang, Yuan Yuan, Minlie Huang

专题命中 软件智能体 ：agent(abstract)；multi-agent(abstract)；分类 cs.CL、cs.SE

Comments 30 pages, 9 figures, submitted to ARR Dec

CUAL: Continual Uncertainty-aware Active Learner

Amanda Rios, Ibrahima Ndiour, Parual Datta, Jerry Sydir, Omesh Tickoo, Nilesh Ahuja

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

Instruct or Interact? Exploring and Eliciting LLMs' Capability in Code Snippet Adaptation Through Prompt Engineering

Tanghaoran Zhang, Yue Yu, Xinjun Mao, Shangwen Wang, Kang Yang, Yao Lu, Zhang Zhang, Yuxin Zhao

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

Comments 12 pages, 10 figures, accepted by ICSE 2025

LLMs as Continuous Learners: Improving the Reproduction of Defective Code in Software Issues

Yalan Lin, Yingwei Ma, Rongyu Cao, Binhua Li, Fei Huang, Xiaodong Gu, Yongbin Li

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

Visual Forecasting as a Mid-level Representation for Avoidance

Hsuan-Kung Yang, Tsung-Chih Chiang, Ting-Ru Liu, Chun-Wei Huang, Jou-Min Liu, Chun-Yi Lee

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

Comments Tsung-Chih Chiang, Ting-Ru Liu, Chun-Wei Huang, and Jou-Min Liu contributed equally to this work; This work has been submitted to the IEEE for possible publication

Automated Code Fix Suggestions for Accessibility Issues in Mobile Apps

Forough Mehralian, Titus Barik, Jeff Nichols, Amanda Swearngin

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

Comments 10 pages, 5 figures

AutoCodeRover: Autonomous Program Improvement

Yuntong Zhang, Haifeng Ruan, Zhiyu Fan, Abhik Roychoudhury

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

Comments To appear in ISSTA 2024

DRED: Zero-Shot Transfer in Reinforcement Learning via Data-Regularised Environment Design

Samuel Garcin, James Doran, Shangmin Guo, Christopher G. Lucas, Stefano V. Albrecht

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

Comments To appear in ICML 2024. A preliminary version of this work (arXiv:2310.03494) was presented at the ALOE workshop, NeurIPS 2023. arXiv admin note: text overlap with arXiv:2310.03494

NeSy is alive and well: A LLM-driven symbolic approach for better code comment data generation and classification

Hanna Abi Akl

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

Comments 19 pages, 5 figures, accepted for the GeNeSy workshop at the Extended Semantic Web Conference (ESWC) 2024

Language Models are Spacecraft Operators

Victor Rodriguez-Fernandez, Alejandro Carrasco, Jason Cheng, Eli Scharf, Peng Mun Siew, Richard Linares

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

Comments Source code available on Github at: https://github.com/ARCLab-MIT/kspdg

A Path Towards Legal Autonomy: An interoperable and explainable approach to extracting, transforming, loading and computing legal information using large language models, expert systems and Bayesian networks

Axel Constant, Hannes Westermann, Bryan Wilson, Alex Kiefer, Ines Hipolito, Sylvain Pronovost, Steven Swanson, Mahault Albarracin, Maxwell J. D. Ramstead

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

The SocialAI School: Insights from Developmental Psychology Towards Artificial Socio-Cultural Agents

Grgur Kovač, Rémy Portelas, Peter Ford Dominey, Pierre-Yves Oudeyer

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

Comments Preprint, see v1 for a shorter version (accepted at the "Workshop on Theory-of-Mind" at ICML 2023) See project website for demo and code: https://sites.google.com/view/socialai-school

FedFormer: Contextual Federation with Attention in Reinforcement Learning

Liam Hebert, Lukasz Golab, Pascal Poupart, Robin Cohen

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

Comments Our source code can be found at https://github.com/liamhebert/FedFormer. Accepted at AAMAS 2023

OVO: Open-Vocabulary Occupancy

Zhiyu Tan, Zichao Dong, Cheng Zhang, Weikun Zhang, Hang Ji, Hao Li

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

Law Informs Code: A Legal Informatics Approach to Aligning Artificial Intelligence with Humans

John J. Nay

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

Comments Northwestern Journal of Technology and Intellectual Property, Volume 20, Issue 3, 2023