AI Agent

PROMFUZZ: Leveraging LLM-Driven and Bug-Oriented Composite Analysis for Detecting Functional Bugs in Smart Contracts

Xingshuang Lin, Qinge Xie, Binbin Zhao, Yuan Tian, Saman Zonouz, Na Ruan, Jiliang Li, Raheem Beyah, Shouling Ji

专题命中 软件智能体 ：agent(abstract)；分类 cs.SE

Co-Evolving LLM Coder and Unit Tester via Reinforcement Learning

Yinjie Wang, Ling Yang, Ye Tian, Ke Shen, Mengdi Wang

机构 * University of Chicago（芝加哥大学） ； Princeton University（普林斯顿大学） ； Peking University（北京大学） ； ByteDance Seed（字节跳动种子） 纠错

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

Comments NeurIPS 2025 Spotlight. Project: https://github.com/Gen-Verse/CURE

An Empirical Study of Developers' Challenges in Implementing Workflows as Code: A Case Study on Apache Airflow

Jerin Yasmin, Jiale Wang, Yuan Tian, Bram Adams

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

Comments This is the preprint version of a paper that has been submitted to the Journal of Systems and Software

Journal ref J. Syst. Softw. 219 (2024) 112248

RALLM-POI: Retrieval-Augmented LLM for Zero-shot Next POI Recommendation with Geographical Reranking

Kunrong Li, Kwan Hui Lim

机构 * Singapore University of Technology and Design（新加坡科技设计大学） 纠错

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

Comments PRICAI 2025

A Study on Thinking Patterns of Large Reasoning Models in Code Generation

Kevin Halim, Sin G. Teo, Ruitao Feng, Zhenpeng Chen, Yang Gu, Chong Wang, Yang Liu

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

Crash Report Enhancement with Large Language Models: An Empirical Study

S M Farah Al Fahim, Md Nakhla Rafi, Zeyang Ma, Dong Jae Kim, Tse-Hsun, Chen

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

JARVIS-VLA: Post-Training Large-Scale Vision Language Models to Play Visual Games with Keyboards and Mouse

Muyao Li, Zihao Wang, Kaichen He, Xiaojian Ma, Yitao Liang

机构 * Peking University（北京大学） ； BIGAI（大疆创新） 纠错

专题命中 软件智能体 ：agent(abstract)；分类 cs.AI

Comments Accepted by ACL 2025

CritiQ: Mining Data Quality Criteria from Human Preferences

Honglin Guo, Kai Lv, Qipeng Guo, Tianyi Liang, Zhiheng Xi, Demin Song, Qiuyinzhe Zhang, Yu Sun, Kai Chen, Xipeng Qiu, Tao Gui

专题命中 软件智能体 ：agent(abstract)；分类 cs.CL

Comments to be published in ACL 2025, Code is available at https://github.com/KYLN24/CritiQ

SWE-Mirror: Scaling Issue-Resolving Datasets by Mirroring Issues Across Repositories

Junhao Wang, Daoguang Zan, Shulin Xin, Siyao Liu, Yurong Wu, Kai Shen

专题命中 软件智能体 ：agent(abstract)；分类 cs.SE

Aligning Requirement for Large Language Model's Code Generation

Zhao Tian, Junjie Chen

专题命中 软件智能体 ：agent(abstract)；分类 cs.SE

Comments Accepted by ICSE 2026

Analysis of Bluffing by DQN and CFR in Leduc Hold'em Poker

Tarik Zaciragic, Aske Plaat, K. Joost Batenburg

机构 * LIACS, Leiden University, The Netherlands（利马斯研究所，莱顿大学，荷兰） 纠错

专题命中 软件智能体 ：agent(abstract)；分类 cs.AI

An experience-based classification of quantum bugs in quantum software

Nils Quetschlich, Olivia Di Matteo

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

Comments 25 pages, 4 figures. To appear in special issue of Computing, "Pivoting Quantum Computing Using Software Engineering Best Practices"

Documenting Deployment with Fabric: A Repository of Real-World AI Governance

Mackenzie Jorgensen, Kendall Brogle, Katherine M. Collins, Lujain Ibrahim, Arina Shah, Petra Ivanovic, Noah Broestl, Gabriel Piles, Paul Dongha, Hatim Abdulhussein, Adrian Weller, Jillian Powers, Umang Bhatt

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

Comments AIES 2025

Aggregate Fictitious Play for Learning in Anonymous Polymatrix Games (Extended Version)

Semih Kara, Tamer Başar

专题命中 软件智能体 ：agent(abstract)；分类 cs.LG

When Developer Aid Becomes Security Debt: A Systematic Analysis of Insecure Behaviors in LLM Coding Agents

Matous Kozak, Roshanak Zilouchian Moghaddam, Siva Sivaraman

机构 * Microsoft（微软公司） ； Czech Technical University in Prague（捷克技术大学） 纠错

专题命中 软件智能体 ：agent(abstract)；分类 cs.AI

Comments 15 pages

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 软件智能体 ：planning(abstract)；分类 cs.AI

Illuminating LLM Coding Agents: Visual Analytics for Deeper Understanding and Enhancement

Junpeng Wang, Yuzhong Chen, Menghai Pan, Chin-Chia Michael Yeh, Mahashweta Das

机构 * Visa Research（Visa研究） 纠错

专题命中 软件智能体 ：agent(abstract)；分类 cs.LG

Comments 11 pages, 10 figures

EfficientEQA: An Efficient Approach to Open-Vocabulary Embodied Question Answering

Kai Cheng, Zhengyuan Li, Xingpeng Sun, Byung-Cheol Min, Amrit Singh Bedi, Aniket Bera

机构 * Purdue University（普渡大学） ； University of Central Florida（中央佛罗里达大学） 纠错

专题命中 软件智能体 ：agent(abstract)；分类 cs.AI

Comments IROS 2025 Oral

Exploring Direct Instruction and Summary-Mediated Prompting in LLM-Assisted Code Modification

Ningzhi Tang, Emory Smith, Yu Huang, Collin McMillan, Toby Jia-Jun Li

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

TrajFlow: A Generative Framework for Occupancy Density Estimation Using Normalizing Flows

Mitch Kosieradzki, Seongjin Choi

机构 * Department of Computer Science University of Minnesota（计算机科学系明尼苏达大学） ； Department of Civil Environmental and Geo- Engineering University of Minnesota（土木环境与地球工程系明尼苏达大学） 纠错

专题命中 软件智能体 ：agent(abstract)；分类 cs.LG

Comments 10 pages 6 figures 3 tables

Beyond Rigid AI: Towards Natural Human-Machine Symbiosis for Interoperative Surgical Assistance

Lalithkumar Seenivasan, Jiru Xu, Roger D. Soberanis Mukul, Hao Ding, Grayson Byrd, Yu-Chun Ku, Jose L. Porras, Masaru Ishii, Mathias Unberath

机构 * Johns Hopkins University（约翰霍普金斯大学） ； Johns Hopkins Applied Physics Laboratory（约翰霍普金斯应用物理实验室） ； Johns Hopkins Medical Institutions（约翰霍普金斯医学机构） 纠错

专题命中 软件智能体 ：agent(abstract)；分类 cs.AI

Agent0: Leveraging LLM Agents to Discover Multi-value Features from Text for Enhanced Recommendations

Blaž Škrlj, Benoît Guilleminot, Andraž Tori

机构 * Teads 纠错

专题命中 软件智能体 ：agent(abstract)；分类 cs.LG

Comments Agent4IR, KDD '25

SLICEMATE: Accurate and Scalable Static Program Slicing via LLM-Powered Agents

Jianming Chang, Jieke Shi, Yunbo Lyu, Xin Zhou, Lulu Wang, Zhou Yang, Bixin Li, David Lo

专题命中 软件智能体 ：agent(abstract)；分类 cs.SE

Percentile-Based Deep Reinforcement Learning and Reward Based Personalization For Delay Aware RAN Slicing in O-RAN

Peyman Tehrani, Anas Alsoliman

机构 * Donald Bren School of Information and Computer Sciences, University of California at Irvine, United States（戴维·伯恩信息与计算机科学学院，加州大学尔湾分校，美国） 纠错

专题命中 软件智能体 ：agent(abstract)；分类 cs.LG

Imitation Learning from a Single Temporally Misaligned Video

William Huey, Huaxiaoyue Wang, Anne Wu, Yoav Artzi, Sanjiban Choudhury

机构 * Cornell University（康奈尔大学） 纠错

专题命中 软件智能体 ：agent(abstract)；分类 cs.LG

Comments ICML 2025

Is Intermediate Fusion All You Need for UAV-based Collaborative Perception?

Jiuwu Hao, Liguo Sun, Yuting Wan, Yueyang Wu, Ti Xiang, Haolin Song, Pin Lv

机构 * School of Artificial Intelligence, University of Chinese Academy of Sciences（中国科学院大学人工智能学院） ； Key Laboratory of Cognition and Decision Intelligence for Complex Systems, Institute of Automation, Chinese Academy of Sciences（中国科学院自动化研究所认知与决策智能复杂系统重点实验室） 纠错

专题命中 软件智能体 ：agent(abstract)；分类 cs.LG

Comments Accepted by ITSC 2025

Online Pre-Training for Offline-to-Online Reinforcement Learning

Yongjae Shin, Jeonghye Kim, Whiyoung Jung, Sunghoon Hong, Deunsol Yoon, Youngsoo Jang, Geonhyeong Kim, Jongseong Chae, Youngchul Sung, Kanghoon Lee, Woohyung Lim

机构 * LG AI Research, Seoul, Republic of Korea.（LG人工智能研究所在韩国首尔） ； School of Electrical Engineering, KAIST, Daejeon, Republic of Korea（韩国成均馆大学电气工程学院） ； Department of XXX, University of YYY, Location, Country（YYY大学XXX系） ； School of ZZZ, Institute of WWW, Location, Country（WWW研究所ZZZ学院） 纠错

专题命中 软件智能体 ：agent(abstract)；分类 cs.LG

Comments ICML 2025 camera-ready

Integrating Generative AI in BIM Education: Insights from Classroom Implementation

Islem Sahraoui, Kinam Kim, Lu Gao, Zia Din, Ahmed Senouci

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

In-Context Learning as an Effective Estimator of Functional Correctness of LLM-Generated Code

Susmita Das, Madhusudan Ghosh, Priyanka Swami, Debasis Ganguly, Gul Calikli

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

ForceGrip: Reference-Free Curriculum Learning for Realistic Grip Force Control in VR Hand Manipulation

DongHeun Han, Byungmin Kim, RoUn Lee, KyeongMin Kim, Hyoseok Hwang, HyeongYeop Kang

机构 * IIIXR LAB, Kyung Hee University（Kyung Hee大学IIIXR实验室） ； IIIXR LAB, Korea University（Korea大学IIIXR实验室） ； AIR Lab, Kyung Hee University（Kyung Hee大学AIR实验室） 纠错

专题命中 软件智能体 ：agent(abstract)；分类 cs.LG

Comments 11 pages, 11 figures. Accepted to SIGGRAPH Conference Papers '25. Project page: https://han-dongheun.github.io/ForceGrip

Journal ref SIGGRAPH Conference Papers '25, August 10-14, 2025, Vancouver, BC, Canada