AI Agent

Causal Influence in Federated Edge Inference

Mert Kayaalp, Yunus Inan, Visa Koivunen, Ali H. Sayed

专题命中 工作流自动化 ：agent(abstract)；分类 cs.LG

Approach to Designing CV Systems for Medical Applications: Data, Architecture and AI

Dmitry Ryabtsev, Boris Vasilyev, Sergey Shershakov

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

Comments 9 pages, 3 figures

Statistical Learning with Sublinear Regret of Propagator Models

Eyal Neuman, Yufei Zhang

专题命中 工作流自动化 ：agent(abstract)；分类 cs.LG

Comments 57 pages, accepted by The Annals of Applied Probability

CCESAR: Coastline Classification-Extraction From SAR Images Using CNN-U-Net Combination

Vidhu Arora, Shreyan Gupta, Ananthakrishna Kudupu, Aditya Priyadarshi, Aswathi Mundayatt, Jaya Sreevalsan-Nair

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

Advancing Earth Observation: A Survey on AI-Powered Image Processing in Satellites

Aidan Duggan, Bruno Andrade, Haithem Afli

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

Comments 13 pages, 7 figures

LLM-Agents Driven Automated Simulation Testing and Analysis of small Uncrewed Aerial Systems

Venkata Sai Aswath Duvvuru, Bohan Zhang, Michael Vierhauser, Ankit Agrawal

专题命中 工作流自动化 ：agent(abstract)；分类 cs.SE

Comments Accepted as full paper at ICSE-2025

CSSDM Ontology to Enable Continuity of Care Data Interoperability

Subhashis Das, Debashis Naskar, Sara Rodriguez Gonzalez, Pamela Hussey

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

Comments 6 pages, 5 figures, Published in: 2024 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)

Auto-weighted Bayesian Physics-Informed Neural Networks and robust estimations for multitask inverse problems in pore-scale imaging of dissolution

Sarah Perez, Philippe Poncet

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

Journal ref Computational Geosciences 28, pp. 1175-1215 (2024)

Multigenre AI-powered Story Composition

Edirlei Soares de Lima, Margot M. E. Neggers, Antonio L. Furtado

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

Comments Added publication details to references that were published after the submission of the previous version (references [18] and [19])

Visual Language Models as Operator Agents in the Space Domain

Alejandro Carrasco, Marco Nedungadi, Enrico M. Zucchelli, Amit Jain, Victor Rodriguez-Fernandez, Richard Linares

专题命中 工作流自动化 ：agent(abstract)；分类 cs.AI

Comments Updated version of the paper presented in 2025 AIAA SciTech. https://arc.aiaa.org/doi/10.2514/6.2025-1543

Virtual Gram staining of label-free bacteria using darkfield microscopy and deep learning

Cagatay Isil, Hatice Ceylan Koydemir, Merve Eryilmaz, Kevin de Haan, Nir Pillar, Koray Mentesoglu, Aras Firat Unal, Yair Rivenson, Sukantha Chandrasekaran, Omai B. Garner, Aydogan Ozcan

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

Comments 25 Pages, 5 Figures

Journal ref Science Advances (2025)

The infrastructure powering IBM's Gen AI model development

Talia Gershon, Seetharami Seelam, Brian Belgodere, Milton Bonilla, Lan Hoang, Danny Barnett, I-Hsin Chung, Apoorve Mohan, Ming-Hung Chen, Lixiang Luo, Robert Walkup, Constantinos Evangelinos, Shweta Salaria, Marc Dombrowa, Yoonho Park, Apo Kayi, Liran Schour, Alim Alim, Ali Sydney, Pavlos Maniotis, Laurent Schares, Bernard Metzler, Bengi Karacali-Akyamac, Sophia Wen, Tatsuhiro Chiba, Sunyanan Choochotkaew, Takeshi Yoshimura, Claudia Misale, Tonia Elengikal, Kevin O Connor, Zhuoran Liu, Richard Molina, Lars Schneidenbach, James Caden, Christopher Laibinis, Carlos Fonseca, Vasily Tarasov, Swaminathan Sundararaman, Frank Schmuck, Scott Guthridge, Jeremy Cohn, Marc Eshel, Paul Muench, Runyu Liu, William Pointer, Drew Wyskida, Bob Krull, Ray Rose, Brent Wolfe, William Cornejo, John Walter, Colm Malone, Clifford Perucci, Frank Franco, Nigel Hinds, Bob Calio, Pavel Druyan, Robert Kilduff, John Kienle, Connor McStay, Andrew Figueroa, Matthew Connolly, Edie Fost, Gina Roma, Jake Fonseca, Ido Levy, Michele Payne, Ryan Schenkel, Amir Malki, Lion Schneider, Aniruddha Narkhede, Shekeba Moshref, Alexandra Kisin, Olga Dodin, Bill Rippon, Henry Wrieth, John Ganci, Johnny Colino, Donna Habeger-Rose, Rakesh Pandey, Aditya Gidh, Aditya Gaur, Dennis Patterson, Samsuddin Salmani, Rambilas Varma, Rumana Rumana, Shubham Sharma, Aditya Gaur, Mayank Mishra, Rameswar Panda, Aditya Prasad, Matt Stallone, Gaoyuan Zhang, Yikang Shen, David Cox, Ruchir Puri, Dakshi Agrawal, Drew Thorstensen, Joel Belog, Brent Tang, Saurabh Kumar Gupta, Amitabha Biswas, Anup Maheshwari, Eran Gampel, Jason Van Patten, Matthew Runion, Sai Kaki, Yigal Bogin, Brian Reitz, Steve Pritko, Shahan Najam, Surya Nambala, Radhika Chirra, Rick Welp, Frank DiMitri, Felipe Telles, Amilcar Arvelo, King Chu, Ed Seminaro, Andrew Schram, Felix Eickhoff, William Hanson, Eric Mckeever, Michael Light, Dinakaran Joseph, Piyush Chaudhary, Piyush Shivam, Puneet Chaudhary, Wesley Jones, Robert Guthrie, Chris Bostic, Rezaul Islam, Steve Duersch, Wayne Sawdon, John Lewars, Matthew Klos, Michael Spriggs, Bill McMillan, George Gao, Ashish Kamra, Gaurav Singh, Marc Curry, Tushar Katarki, Joe Talerico, Zenghui Shi, Sai Sindhur Malleni, Erwan Gallen

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

Comments Corresponding Authors: Talia Gershon, Seetharami Seelam,Brian Belgodere, Milton Bonilla

DefVerify: Do Hate Speech Models Reflect Their Dataset's Definition?

Urja Khurana, Eric Nalisnick, Antske Fokkens

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

Comments Camera-ready COLING 2025

The Internet of Large Language Models: An Orchestration Framework for LLM Training and Knowledge Exchange Toward Artificial General Intelligence

Wilson Wei, Nicholas Chen, Yuxuan Li

专题命中 工作流自动化 ：agent(abstract)；分类 cs.AI

A Novel Reinforcement Learning Model for Post-Incident Malware Investigations

Dipo Dunsin, Mohamed Chahine Ghanem, Karim Ouazzane, Vassil Vassilev

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

Comments v3, 8 pages. arXiv admin note: substantial text overlap with arXiv:2408.01999

FgC2F-UDiff: Frequency-guided and Coarse-to-fine Unified Diffusion Model for Multi-modality Missing MRI Synthesis

Xiaojiao Xiao, Qinmin Vivian Hu, Guanghui Wang

专题命中 工作流自动化 ：agent(abstract)；分类 cs.LG

Journal ref IEEE Transactions on Computational Imaging, 2024

Improving Speech Emotion Recognition in Under-Resourced Languages via Speech-to-Speech Translation with Bootstrapping Data Selection

Hsi-Che Lin, Yi-Cheng Lin, Huang-Cheng Chou, Hung-yi Lee

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

Comments 5 pages, 2 figures, Accepted to ICASSP 2025

VicSim: Enhancing Victim Simulation with Emotional and Linguistic Fidelity

Yerong Li, Yiren Liu, Yun Huang

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

Comments 21 pages, 10 figures

Learn A Flexible Exploration Model for Parameterized Action Markov Decision Processes

Zijian Wang, Bin Wang, Mingwen Shao, Hongbo Dou, Boxiang Tao

专题命中 工作流自动化 ：agent(abstract)；分类 cs.LG

Leveraging Large Language Models to Detect npm Malicious Packages

Nusrat Zahan, Philipp Burckhardt, Mikola Lysenko, Feross Aboukhadijeh, Laurie Williams

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

Comments 13 pages, 2 Figure, 6 tables

Amortized Bayesian Experimental Design for Decision-Making

Daolang Huang, Yujia Guo, Luigi Acerbi, Samuel Kaski

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

Comments 20 pages, 6 figures. Accepted at the 38th Conference on Neural Information Processing Systems (NeurIPS 2024)

Blockchain-Empowered Cyber-Secure Federated Learning for Trustworthy Edge Computing

Ervin Moore, Ahmed Imteaj, Md Zarif Hossain, Shabnam Rezapour, M. Hadi Amini

专题命中 工作流自动化 ：agent(abstract)；分类 cs.LG

Automating Autograding: Large Language Models as Test Suite Generators for Introductory Programming

Umar Alkafaween, Ibrahim Albluwi, Paul Denny

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

Comments Submitted to Journal of Computer Assisted Learning; updated table refs

Journal ref J Comput Assist Learn, 41: e13100 (2025)

Random Forest Regression Feature Importance for Climate Impact Pathway Detection

Meredith G. L. Brown, Matt Peterson, Irina Tezaur, Kara Peterson, Diana Bull

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

AutoMMLab: Automatically Generating Deployable Models from Language Instructions for Computer Vision Tasks

Zekang Yang, Wang Zeng, Sheng Jin, Chen Qian, Ping Luo, Wentao Liu

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

Comments Accepted by AAAI2025

The Thousand Brains Project: A New Paradigm for Sensorimotor Intelligence

Viviane Clay, Niels Leadholm, Jeff Hawkins

专题命中 工作流自动化 ：agent(abstract)；分类 cs.AI

An Instrumental Value for Data Production and its Application to Data Pricing

Rui Ai, Boxiang Lyu, Zhaoran Wang, Zhuoran Yang, Haifeng Xu

专题命中 工作流自动化 ：agent(abstract)；分类 cs.LG

On Enhancing Network Throughput using Reinforcement Learning in Sliced Testbeds

Daniel Pereira Monteiro, Lucas Nardelli de Freitas Botelho Saar, Larissa Ferreira Rodrigues Moreira, Rodrigo Moreira

专题命中 工作流自动化 ：agent(abstract)；分类 cs.AI

Comments Paper already published at Anais do XV Workshop de Pesquisa Experimental da Internet do Futuro (WPEIF)

Reinforcement Learning for Data-Driven Workflows in Radio Interferometry. I. Principal Demonstration in Calibration

Brian M. Kirk, Urvashi Rau, Ramyaa Ramyaa

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

Comments 22 pages, 13 figures; accepted for publication in The Astronomical Journal October 18, 2024

Journal ref AJ 169 43 (2025)

LLAssist: Simple Tools for Automating Literature Review Using Large Language Models

Christoforus Yoga Haryanto

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

Comments 10 pages, 3 figures, 1 table, presented at the 51st International Conference on Computers and Industrial Engineering (CIE51), 11 Dec 2024