AI Agent

SimuGen: Multi-modal Agentic Framework for Constructing Block Diagram-Based Simulation Models

Xinxing Ren, Qianbo Zang, Zekun Guo

机构 * Brunel University of London（伦敦布鲁内尔大学） ； SnT, Université du Luxembourg（卢森堡大学SnT分校） ； University of Hull（霍尔姆斯大学） 纠错

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

GUARD:Dual-Agent based Backdoor Defense on Chain-of-Thought in Neural Code Generation

Naizhu Jin, Zhong Li, Tian Zhang, Qingkai Zeng

专题命中 软件智能体 ：agent(title,abstract)；分类 cs.SE

Comments Accepted by SEKE 2025

Minding Motivation: The Effect of Intrinsic Motivation on Agent Behaviors

Leonardo Villalobos-Arias, Grant Forbes, Jianxun Wang, David L Roberts, Arnav Jhala

机构 * University of Costa Rica（哥斯达黎加大学） 纠错

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

Comments 11 pages, 7 figures, 3 tables

A Pilot Study on LLM-Based Agentic Translation from Android to iOS: Pitfalls and Insights

Zhili Zeng, Kimya Khakzad Shahandashti, Alvine Boaye Belle, Song Wang, Zhen Ming, Jiang

专题命中 软件智能体 ：agentic(title,abstract)；分类 cs.SE

LightAutoDS-Tab: Multi-AutoML Agentic System for Tabular Data

Aleksey Lapin, Igor Hromov, Stanislav Chumakov, Mile Mitrovic, Dmitry Simakov, Nikolay O. Nikitin, Andrey V. Savchenko

机构 * Sber AI Lab（Sber AI实验室） ； ITMO University（ITMO大学） 纠错

专题命中 软件智能体 ：agentic(title,abstract)；分类 cs.LG

Comments 11 pages, 2 figures

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 软件智能体 ：planning(title,abstract)；分类 cs.SE

RepoAudit: An Autonomous LLM-Agent for Repository-Level Code Auditing

Jinyao Guo, Chengpeng Wang, Xiangzhe Xu, Zian Su, Xiangyu Zhang

专题命中 软件智能体 ：agent(title,abstract)；分类 cs.SE

Comments 18 pages, 11 tables, 6 figures, 3 listings

CP-Guard: Malicious Agent Detection and Defense in Collaborative Bird's Eye View Perception

Senkang Hu, Yihang Tao, Guowen Xu, Yiqin Deng, Xianhao Chen, Yuguang Fang, Sam Kwong

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

Comments Accepted by AAAI'25

Dual-Agent Reinforcement Learning for Automated Feature Generation

Wanfu Gao, Zengyao Man, Hanlin Pan, Kunpeng Liu

机构 * College of Computer Science and Technology, Jilin University（吉林大学计算机科学与技术学院） ； Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, Jilin University（教育部符号计算与知识工程重点实验室） ； Department of Computer Science, Portland State University（波特兰州立大学计算机科学系） 纠错

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

AndroidGen: Building an Android Language Agent under Data Scarcity

Hanyu Lai, Junjie Gao, Xiao Liu, Yifan Xu, Shudan Zhang, Yuxiao Dong, Jie Tang

机构 * Tsinghua University（清华大学） ； Zhipu AI（智谱AI） 纠错

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

DialogueAgents: A Hybrid Agent-Based Speech Synthesis Framework for Multi-Party Dialogue

Xiang Li, Duyi Pan, Hongru Xiao, Jiale Han, Jing Tang, Jiabao Ma, Wei Wang, Bo Cheng

机构 * State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications（网络与交换技术国家重点实验室，北京邮电大学） ； Department of Computer Science and Engineering, Hong Kong University of Science and Technology (Guangzhou)（香港科技大学（广州）计算机科学与工程系） ； Hong Kong University of Science and Technology（香港科技大学） 纠错

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

Comments Accepted by ICME 2025. Dataset and code are publicly available: [https://github.com/uirlx/DialogueAgents](https://github.com/uirlx/DialogueAgents)

The Self-Learning Agent with a Progressive Neural Network Integrated Transformer

Ajay Sivakumar, Shalini, Vasantha Raj, Sebastian Sylvester

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

Comments 7 pages, 2 figures, focuses on continual learning with PNN and LLaMA. Experiments demonstrate scalability and lifelong learning capabilities

TestForge: Feedback-Driven, Agentic Test Suite Generation

Kush Jain, Claire Le Goues

专题命中 软件智能体 ：agentic(title,abstract)；分类 cs.SE

TFHE-Coder: Evaluating LLM-agentic Fully Homomorphic Encryption Code Generation

Mayank Kumar, Jiaqi Xue, Mengxin Zheng, Qian Lou

专题命中 软件智能体 ：agentic(title,abstract)；分类 cs.LG

Comments 8 pages, 7 figures

Smart and Efficient IoT-Based Irrigation System Design: Utilizing a Hybrid Agent-Based and System Dynamics Approach

Taha Ahmadi Pargo, Mohsen Akbarpour Shirazi, Dawud Fadai

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

Comments 50 pages, 22 figures

GOAL: A Generalist Combinatorial Optimization Agent Learner

Darko Drakulic, Sofia Michel, Jean-Marc Andreoli

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

Comments Accepted to ICLR 2025

Fortran2CPP: Automating Fortran-to-C++ Translation using LLMs via Multi-Turn Dialogue and Dual-Agent Integration

Le Chen, Bin Lei, Dunzhi Zhou, Pei-Hung Lin, Chunhua Liao, Caiwen Ding, Ali Jannesari

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

Learning-by-teaching with ChatGPT: The effect of teachable ChatGPT agent on programming education

Angxuan Chen, Yuang Wei, Huixiao Le, Yan Zhang

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

Game Agent Driven by Free-Form Text Command: Using LLM-based Code Generation and Behavior Branch

Ray Ito, Junichiro Takahashi

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

Comments This paper is posted at JSAI 2024 Conference

Journal ref Proceedings of the Annual Conference of JSAI, 2024, Volume JSAI2024, 38th (2024), Session ID 1I5-OS-31b-05, Pages 1I5OS31b05

Neeko: Leveraging Dynamic LoRA for Efficient Multi-Character Role-Playing Agent

Xiaoyan Yu, Tongxu Luo, Yifan Wei, Fangyu Lei, Yiming Huang, Hao Peng, Liehuang Zhu

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

Comments EMNLP 2024

SurgBox: Agent-Driven Operating Room Sandbox with Surgery Copilot

Jinlin Wu, Xusheng Liang, Xuexue Bai, Zhen Chen

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

Comments This work is accepted by IEEE Big Data 2024

CodeAgent: Enhancing Code Generation with Tool-Integrated Agent Systems for Real-World Repo-level Coding Challenges

Kechi Zhang, Jia Li, Ge Li, Xianjie Shi, Zhi Jin

专题命中 软件智能体 ：agent(title,abstract)；分类 cs.SE

Comments Camera Ready version for ACL 2024 (main)

Building Living Software Systems with Generative & Agentic AI

Jules White

专题命中 软件智能体 ：agentic(title,abstract)；分类 cs.SE

TaskWeaver: A Code-First Agent Framework

Bo Qiao, Liqun Li, Xu Zhang, Shilin He, Yu Kang, Chaoyun Zhang, Fangkai Yang, Hang Dong, Jue Zhang, Lu Wang, Minghua Ma, Pu Zhao, Si Qin, Xiaoting Qin, Chao Du, Yong Xu, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang

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

Small Agent Can Also Rock! Empowering Small Language Models as Hallucination Detector

Xiaoxue Cheng, Junyi Li, Wayne Xin Zhao, Hongzhi Zhang, Fuzheng Zhang, Di Zhang, Kun Gai, Ji-Rong Wen

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

Agent-Aware Training for Agent-Agnostic Action Advising in Deep Reinforcement Learning

Yaoquan Wei, Shunyu Liu, Jie Song, Tongya Zheng, Kaixuan Chen, Yong Wang, Mingli Song

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

Towards the generation of synchronized and believable non-verbal facial behaviors of a talking virtual agent

Alice Delbosc, Magalie Ochs, Nicolas Sabouret, Brian Ravenet, Stéphane Ayache

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

Journal ref INTERNATIONAL CONFERENCE ON MULTIMODAL INTERACTION (ICMI '23 Companion), Oct 2023, Paris, France

CodePlan: Repository-level Coding using LLMs and Planning

Ramakrishna Bairi, Atharv Sonwane, Aditya Kanade, Vageesh D C, Arun Iyer, Suresh Parthasarathy, Sriram Rajamani, B. Ashok, Shashank Shet

专题命中 软件智能体 ：planning(title,abstract)；分类 cs.SE

Efficient and Interpretable Compressive Text Summarisation with Unsupervised Dual-Agent Reinforcement Learning

Peggy Tang, Junbin Gao, Lei Zhang, Zhiyong Wang

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

Comments The 4th Workshop on Simple and Efficient Natural Language Processing (SustaiNLP 2023), co-located with ACL 2023

Emergent Agentic Transformer from Chain of Hindsight Experience

Hao Liu, Pieter Abbeel

专题命中 软件智能体 ：agentic(title,abstract)；分类 cs.LG

Comments International Conference on Machine Learning (ICML) 2023