AI Agent

Optimizing LoRa for Edge Computing with TinyML Pipeline for Channel Hopping

Marla Grunewald, Mounir Bensalem, Admela Jukan

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

Comments This paper is uploaded here for research community, thus it is for non-commercial purposes

A Theoretical Survey on Foundation Models

Shi Fu, Yuzhu Chen, Yingjie Wang, Dacheng Tao

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

Comments 63 pages, 16 figures

IRSKG: Unified Intrusion Response System Knowledge Graph Ontology for Cyber Defense

Damodar Panigrahi, Shaswata Mitra, Subash Neupane, Sudip Mittal, Benjamin A. Blakely

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

Comments 10 pages, 8 figures

ComfyGI: Automatic Improvement of Image Generation Workflows

Dominik Sobania, Martin Briesch, Franz Rothlauf

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

Breaking the Cycle of Recurring Failures: Applying Generative AI to Root Cause Analysis in Legacy Banking Systems

Siyuan Jin, Zhendong Bei, Bichao Chen, Yong Xia

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

Hybrid Data-Driven SSM for Interpretable and Label-Free mmWave Channel Prediction

Yiyong Sun, Jiajun He, Zhidi Lin, Wenqiang Pu, Feng Yin, Hing Cheung So

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

The why, what, and how of AI-based coding in scientific research

Tonghe Zhuang, Zhicheng Lin

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

Comments 23 pages, 7 figure, 3 boxes

UQE: A Query Engine for Unstructured Databases

Hanjun Dai, Bethany Yixin Wang, Xingchen Wan, Bo Dai, Sherry Yang, Azade Nova, Pengcheng Yin, Phitchaya Mangpo Phothilimthana, Charles Sutton, Dale Schuurmans

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

Journal ref NeurIPS 2024

B-HAR: an open-source baseline framework for in depth study of human activity recognition datasets and workflows

Florenc Demrozi, Cristian Turetta, Graziano Pravadelli

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

Comments 9 Pages, 3 Figures, 3 Tables, Link to B-HAR Library: https://github.com/B-HAR-HumanActivityRecognition/B-HAR

Towards unearthing neglected climate innovations from scientific literature using Large Language Models

César Quilodrán-Casas, Christopher Waite, Nicole Alhadeff, Diyona Dsouza, Cathal Hughes, Larissa Kunstel-Tabet, Alyssa Gilbert

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

Comments 10 pages. Accepted in the LatinX in AI workshop at NeurIPS 2024

Physics-informed neural networks need a physicist to be accurate: the case of mass and heat transport in Fischer-Tropsch catalyst particles

Tymofii Nikolaienko, Harshil Patel, Aniruddha Panda, Subodh Madhav Joshi, Stanislav Jaso, Kaushic Kalyanaraman

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

How do Large Language Models Handle Multilingualism?

Yiran Zhao, Wenxuan Zhang, Guizhen Chen, Kenji Kawaguchi, Lidong Bing

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

Learning the rules of peptide self-assembly through data mining with large language models

Zhenze Yang, Sarah K. Yorke, Tuomas P. J. Knowles, Markus J. Buehler

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

LLMs as Research Tools: A Large Scale Survey of Researchers' Usage and Perceptions

Zhehui Liao, Maria Antoniak, Inyoung Cheong, Evie Yu-Yen Cheng, Ai-Heng Lee, Kyle Lo, Joseph Chee Chang, Amy X. Zhang

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

Comments 30 pages, 5 figures

Learning Human-like Representations to Enable Learning Human Values

Andrea Wynn, Ilia Sucholutsky, Thomas L. Griffiths

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

Comments NeurIPS 2024

Modeling and Simulation of a Multi Robot System Architecture

Ahmed R. Sadik, Christian Goerick, Manuel Muehlig

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

Integrating Saliency Ranking and Reinforcement Learning for Enhanced Object Detection

Matthias Bartolo, Dylan Seychell, Josef Bajada

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

Comments Resultant work from Dissertation, Department of AI, University of Malta. Code available at: https://github.com/mbar0075/SaRLVision

GITSR: Graph Interaction Transformer-based Scene Representation for Multi Vehicle Collaborative Decision-making

Xingyu Hu, Lijun Zhang, Dejian Meng, Ye Han, Lisha Yuan

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

SinaTools: Open Source Toolkit for Arabic Natural Language Processing

Tymaa Hammouda, Mustafa Jarrar, Mohammed Khalilia

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

Comments 10 pages, 3 figures

Rethinking Scale: The Efficacy of Fine-Tuned Open-Source LLMs in Large-Scale Reproducible Social Science Research

Marcello Carammia, Stefano Maria Iacus, Giuseppe Porro

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

TaskBench: Benchmarking Large Language Models for Task Automation

Yongliang Shen, Kaitao Song, Xu Tan, Wenqi Zhang, Kan Ren, Siyu Yuan, Weiming Lu, Dongsheng Li, Yueting Zhuang

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

Comments Accepted to NeurIPS 2024

Keep on Swimming: Real Attackers Only Need Partial Knowledge of a Multi-Model System

Julian Collado, Kevin Stangl

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

Comments 11 pages, 2 figures

Universality of the $π^2/6$ Pathway in Avoiding Model Collapse

Apratim Dey, David Donoho

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

Comments 30 pages

MatExpert: Decomposing Materials Discovery by Mimicking Human Experts

Qianggang Ding, Santiago Miret, Bang Liu

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

Towards Human-Centered Construction Robotics: A Reinforcement Learning-Driven Companion Robot for Contextually Assisting Carpentry Workers

Yuning Wu, Jiaying Wei, Jean Oh, Daniel Cardoso Llach

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

Comments 8 pages, 9 figures. This work has been submitted to the IEEE for possible publication

Audio-to-Score Conversion Model Based on Whisper methodology

Hongyao Zhang, Bohang Sun

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

Comments 5 pages, 7 figures

SafeLLM: Domain-Specific Safety Monitoring for Large Language Models: A Case Study of Offshore Wind Maintenance

Connor Walker, Callum Rothon, Koorosh Aslansefat, Yiannis Papadopoulos, Nina Dethlefs

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

EasyRAG: Efficient Retrieval-Augmented Generation Framework for Automated Network Operations

Zhangchi Feng, Dongdong Kuang, Zhongyuan Wang, Zhijie Nie, Yaowei Zheng, Richong Zhang

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

Comments 10 pages, 2 figures

Long Context Compression with Activation Beacon

Peitian Zhang, Zheng Liu, Shitao Xiao, Ninglu Shao, Qiwei Ye, Zhicheng Dou

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

Comments Newer version of Activation Beacon

AgentBank: Towards Generalized LLM Agents via Fine-Tuning on 50000+ Interaction Trajectories

Yifan Song, Weimin Xiong, Xiutian Zhao, Dawei Zhu, Wenhao Wu, Ke Wang, Cheng Li, Wei Peng, Sujian Li

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

Comments Findings of EMNLP 2024