AI Agent

Architecting Human-AI Cocreation for Technical Services -- Interaction Modes and Contingency Factors

Jochen Wulf, Jurg Meierhofer, Frank Hannich

专题命中 工作流自动化 ：agent(abstract)；agentic(abstract)

The Case for a Horizontal Federated AI operating System for Telcos

Sebastian Barros

专题命中 工作流自动化 ：agent(abstract)；AI agent(abstract)

Comments 22 pages

The Compositional Architecture of Regret in Large Language Models

Xiangxiang Cui, Shu Yang, Tianjin Huang, Wanyu Lin, Lijie Hu, Di Wang

机构 * Provable Responsible AI and Data Analytics (PRADA) Lab（可证明负责任的人工智能与数据分析实验室） ； King Abdullah University of Science and Technology（卡瓦尔大学科学与技术大学） ； State Key Laboratory of Cognitive Neuroscience and Learning, Beijing Normal University（认知神经科学与学习国家重点实验室，北京师范大学） ； University of Exeter（埃克塞特大学） ； The Hong Kong Polytechnic University（香港理工大学） 纠错

专题命中 工作流自动化 ：workflow(abstract)；分类 cs.AI、cs.CL、cs.LG

Comments 23 pages

Inverse Design Method with Enhanced Sampling for Complex Open Crystals: Application to Novel Zeolite Self-Assembly in a Coarse-Grained Model

Chaohong Wang, Alberto Pérez de Alba Ortíz, Marjolein Dijkstra

专题命中 工作流自动化 ：agent(abstract)；workflow(abstract)

Comments 17 pages, 13 figures

Integrating Large Language Models into Text Animation: An Intelligent Editing System with Inline and Chat Interaction

Bao Zhang, Zihan Li, Zhenglei Liu, Huanchen Wang, Yuxin Ma

专题命中 工作流自动化 ：agent(abstract)；workflow(abstract)

AI Scientists Fail Without Strong Implementation Capability

Minjun Zhu, Qiujie Xie, Yixuan Weng, Jian Wu, Zhen Lin, Linyi Yang, Yue Zhang

专题命中 工作流自动化 ：workflow(abstract)；分类 cs.AI、cs.CL、cs.LG

Comments Position

Interpretation Meets Safety: A Survey on Interpretation Methods and Tools for Improving LLM Safety

Seongmin Lee, Aeree Cho, Grace C. Kim, ShengYun Peng, Mansi Phute, Duen Horng Chau

专题命中 工作流自动化 ：workflow(abstract)；分类 cs.AI、cs.CL、cs.SE

Comments 31 pages, 1 figure

Advancing Software Security and Reliability in Cloud Platforms through AI-based Anomaly Detection

Sabbir M. Saleh, Ibrahim Mohammed Sayem, Nazim Madhavji, John Steinbacher

专题命中 工作流自动化 ：workflow(abstract)；分类 cs.AI、cs.LG、cs.SE

Comments 10 pages

OpenFOAMGPT 2.0: end-to-end, trustworthy automation for computational fluid dynamics

Jingsen Feng, Ran Xu, Xu Chu

专题命中 工作流自动化 ：agent(abstract)；multi-agent(abstract)

Masala-CHAI: A Large-Scale SPICE Netlist Dataset for Analog Circuits by Harnessing AI

Jitendra Bhandari, Vineet Bhat, Yuheng He, Hamed Rahmani, Siddharth Garg, Ramesh Karri

专题命中 工作流自动化 ：workflow(abstract)；agentic(abstract)

AdaptAI: A Personalized Solution to Sense Your Stress, Fix Your Mess, and Boost Productivity

Rushiraj Gadhvi, Soham Petkar, Priyansh Desai, Shreyas Ramachandran, Siddharth Siddharth

专题命中 工作流自动化 ：workflow(abstract)；agentic(abstract)

Comments Accepted for publication at the ACM Conference on Human Factors in Computing Systems (CHI) Late Breaking Work 2025

ARCHED: A Human-Centered Framework for Transparent, Responsible, and Collaborative AI-Assisted Instructional Design

Hongming Li, Yizirui Fang, Shan Zhang, Seiyon M. Lee, Yiming Wang, Mark Trexler, Anthony F. Botelho

专题命中 工作流自动化 ：AI agent(abstract)；workflow(abstract)

Comments Accepted to the iRAISE Workshop at AAAI 2025. To be published in PMLR Volume 273

CycleResearcher: Improving Automated Research via Automated Review

Yixuan Weng, Minjun Zhu, Guangsheng Bao, Hongbo Zhang, Jindong Wang, Yue Zhang, Linyi Yang

专题命中 工作流自动化 ：autonomous agent(abstract)；分类 cs.AI、cs.CL、cs.LG

Comments Accept in ICLR 2025

Gaussian Process-Based Scalar Field Estimation in GPS-Denied Environments

Muzaffar Qureshi, Tochukwu Elijah Ogri, Humberto Ramos, Zachary I. Bell, Rushikesh Kamalapurkar

专题命中 工作流自动化 ：agent(abstract)；autonomous agent(abstract)

MediaMind: Revolutionizing Media Monitoring using Agentification

Ahmet Gunduz, Kamer Ali Yuksel, Hassan Sawaf

专题命中 工作流自动化 ：agent(abstract)；分类 cs.AI、cs.CL、cs.LG

CSR-Bench: Benchmarking LLM Agents in Deployment of Computer Science Research Repositories

Yijia Xiao, Runhui Wang, Luyang Kong, Davor Golac, Wei Wang

专题命中 工作流自动化 ：workflow(abstract)；分类 cs.AI、cs.LG、cs.SE

The Textbook of Tomorrow: Rethinking Course Material Interfacing in the Era of GPT

Audrey Olson, Pratyusha Maiti, Ashok Goel

专题命中 工作流自动化 ：agent(abstract)；AI agent(abstract)

Comments 5 pages, 2 figures

VersaGen: Unleashing Versatile Visual Control for Text-to-Image Synthesis

Zhipeng Chen, Lan Yang, Yonggang Qi, Honggang Zhang, Kaiyue Pang, Ke Li, Yi-Zhe Song

专题命中 工作流自动化 ：agent(abstract)；AI agent(abstract)

Comments The paper has been accepted by AAAI 2025. Paper code: https://github.com/FelixChan9527/VersaGen_official

Adaptable and Precise: Enterprise-Scenario LLM Function-Calling Capability Training Pipeline

Guancheng Zeng, Wentao Ding, Beining Xu, Chi Zhang, Wenqiang Han, Gang Li, Jingjing Mo, Pengxu Qiu, Xinran Tao, Wang Tao, Haowen Hu

专题命中 工作流自动化 ：agent(abstract)；分类 cs.AI、cs.CL、cs.SE

Comments 23 pages, 6 figures, 7 tables

A Deep Learning-Based Fully Automated Pipeline for Regurgitant Mitral Valve Anatomy Analysis From 3D Echocardiography

Riccardo Munafò, Simone Saitta, Giacomo Ingallina, Paolo Denti, Francesco Maisano, Eustachio Agricola, Alberto Redaelli, Emiliano Votta

专题命中 工作流自动化 ：planning(abstract)；workflow(abstract)

Journal ref IEEE Access (Volume:12) (2024) 5295 - 5308

Dialog2Flow: Pre-training Soft-Contrastive Action-Driven Sentence Embeddings for Automatic Dialog Flow Extraction

Sergio Burdisso, Srikanth Madikeri, Petr Motlicek

专题命中 工作流自动化 ：workflow(abstract)；分类 cs.AI、cs.CL、cs.LG

Comments Accepted to EMNLP 2024 main conference

Journal ref https://aclanthology.org/2024.emnlp-main.310/

UrbanWorld: An Urban World Model for 3D City Generation

Yu Shang, Yuming Lin, Yu Zheng, Hangyu Fan, Jingtao Ding, Jie Feng, Jiansheng Chen, Li Tian, Yong Li

专题命中 工作流自动化 ：agent(abstract)；AI agent(abstract)

Comments 14 pages

CoCoG: Controllable Visual Stimuli Generation based on Human Concept Representations

Chen Wei, Jiachen Zou, Dietmar Heinke, Quanying Liu

专题命中 工作流自动化 ：agent(abstract)；AI agent(abstract)

WONDERBREAD: A Benchmark for Evaluating Multimodal Foundation Models on Business Process Management Tasks

Michael Wornow, Avanika Narayan, Ben Viggiano, Ishan S. Khare, Tathagat Verma, Tibor Thompson, Miguel Angel Fuentes Hernandez, Sudharsan Sundar, Chloe Trujillo, Krrish Chawla, Rongfei Lu, Justin Shen, Divya Nagaraj, Joshua Martinez, Vardhan Agrawal, Althea Hudson, Nigam H. Shah, Christopher Re

专题命中 工作流自动化 ：workflow(abstract)；分类 cs.AI、cs.LG、cs.SE

Lesion Segmentation in Whole-Body Multi-Tracer PET-CT Images; a Contribution to AutoPET 2024 Challenge

Mehdi Astaraki, Simone Bendazzoli

专题命中 工作流自动化 ：planning(abstract)；workflow(abstract)

Comments 7 pages, 4 tables, 1 figure, AutoPET MICCAI 24

A New Era in Computational Pathology: A Survey on Foundation and Vision-Language Models

Dibaloke Chanda, Milan Aryal, Nasim Yahya Soltani, Masoud Ganji

专题命中 工作流自动化 ：workflow(abstract)；分类 cs.AI、cs.CL、cs.LG

Comments 20 pages, 19 figures and 9 tables

Large Language Models Synergize with Automated Machine Learning

Jinglue Xu, Jialong Li, Zhen Liu, Nagar Anthel Venkatesh Suryanarayanan, Guoyuan Zhou, Jia Guo, Hitoshi Iba, Kenji Tei

专题命中 工作流自动化 ：workflow(abstract)；分类 cs.AI、cs.LG、cs.SE

Comments published at TMLR

The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery

Chris Lu, Cong Lu, Robert Tjarko Lange, Jakob Foerster, Jeff Clune, David Ha

专题命中 工作流自动化 ：AI agent(abstract)；分类 cs.AI、cs.CL、cs.LG

Language Agents as Optimizable Graphs

Mingchen Zhuge, Wenyi Wang, Louis Kirsch, Francesco Faccio, Dmitrii Khizbullin, Jürgen Schmidhuber

专题命中 工作流自动化 ：agent(abstract)；分类 cs.AI、cs.CL、cs.LG

Comments Project Website: https://gptswarm.org ; Github Repo: https://github.com/metauto-ai/gptswarm . In Forty-first International Conference on Machine Learning (2024)

Understanding the Helpfulness of Stale Bot for Pull-based Development: An Empirical Study of 20 Large Open-Source Projects

SayedHassan Khatoonabadi, Diego Elias Costa, Suhaib Mujahid, Emad Shihab

专题命中 工作流自动化 ：workflow(abstract)；分类 cs.AI、cs.LG、cs.SE

Comments Manuscript submitted to ACM Transactions on Software Engineering and Methodology