AI Agent

Benchmarking community drug response prediction models: datasets, models, tools, and metrics for cross-dataset generalization analysis

Alexander Partin, Priyanka Vasanthakumari, Oleksandr Narykov, Andreas Wilke, Natasha Koussa, Sara E. Jones, Yitan Zhu, Jamie C. Overbeek, Rajeev Jain, Gayara Demini Fernando, Cesar Sanchez-Villalobos, Cristina Garcia-Cardona, Jamaludin Mohd-Yusof, Nicholas Chia, Justin M. Wozniak, Souparno Ghosh, Ranadip Pal, Thomas S. Brettin, M. Ryan Weil, Rick L. Stevens

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

Comments 18 pages, 9 figures

Foundation Models for Spatio-Temporal Data Science: A Tutorial and Survey

Yuxuan Liang, Haomin Wen, Yutong Xia, Ming Jin, Bin Yang, Flora Salim, Qingsong Wen, Shirui Pan, Gao Cong

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

Towards Resource-Efficient Compound AI Systems

Gohar Irfan Chaudhry, Esha Choukse, Íñigo Goiri, Rodrigo Fonseca, Adam Belay, Ricardo Bianchini

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

End-to-End Edge AI Service Provisioning Framework in 6G ORAN

Yun Tang, Udhaya Chandhar Srinivasan, Benjamin James Scott, Obumneme Umealor, Dennis Kevogo, Weisi Guo

专题命中 工作流自动化 ：agent(abstract)；分类 cs.AI

Comments 5 pages, 3 figures, submitted to IEEE VTC for possible publication

Life-inspired Interoceptive Artificial Intelligence for Autonomous and Adaptive Agents

Sungwoo Lee, Younghyun Oh, Hyunhoe An, Hyebhin Yoon, Karl J. Friston, Seok Jun Hong, Choong-Wan Woo

专题命中 工作流自动化 ：agent(abstract)；分类 cs.AI

Comments 27 pages, 3 figures, 2 boxes

A Bi-channel Aided Stitching of Atomic Force Microscopy Images

Huanhuan Zhao, Ruben Millan-Solsona, Marti Checa, Spenser R. Brown, Jennifer L. Morrell-Falvey, Liam Collins, Arpan Biswas

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

Comments The manuscript has 21 pages with 8 figures in main-text and 2 figures in Supplementary materials

Do Not Trust Licenses You See: Dataset Compliance Requires Massive-Scale AI-Powered Lifecycle Tracing

Jaekyeom Kim, Sungryull Sohn, Gerrard Jeongwon Jo, Jihoon Choi, Kyunghoon Bae, Hwayoung Lee, Yongmin Park, Honglak Lee

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

SortingEnv: An Extendable RL-Environment for an Industrial Sorting Process

Tom Maus, Nico Zengeler, Tobias Glasmachers

专题命中 工作流自动化 ：agent(abstract)；分类 cs.LG

Comments Presented at the 12th International Conference on Industrial Engineering and Applications (ICIEA-EU), Munich, 2025. This article has been submitted to AIP Conference Proceedings. After it is published, it will be available in the AIP Digital Library

Combining Local Symmetry Exploitation and Reinforcement Learning for Optimised Probabilistic Inference -- A Work In Progress

Sagad Hamid, Tanya Braun

专题命中 工作流自动化 ：agent(abstract)；分类 cs.AI

Comments Contributed to: Sixth Data Science Meets Optimisation (DSO) Workshop at IJCAI 2024

Empirical Error Estimates for Graph Sparsification

Siyao Wang, Miles E. Lopes

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

Extending and Applying Automated HERMES Software Publication Workflows

Sophie Kernchen, Michael Meinel, Stephan Druskat, Michael Fritzsche, David Pape, Oliver Bertuch

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

Comments 18 pages, 3 figures, 2 tables, 1 code listing, revision as accepted to a special issue of Electronic Communications of the EASST collecting submissions of deRSE24, Conference for Research Software Engineers

Principal deuterium Hugoniot via Quantum Monte Carlo and $Δ$-learning

Giacomo Tenti, Kousuke Nakano, Andrea Tirelli, Sandro Sorella, Michele Casula

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

Comments 7 + 10 pages; new version with improved QMC dataset. Hugoniot curve and discussion updated accordingly, main physical outcomes unchanged

Journal ref Phys. Rev. B 110, L041107 (2024)

Artificial Utopia: Simulation and Intelligent Agents for a Democratised Future

Yannick Oswald

专题命中 工作流自动化 ：agent(abstract)；分类 cs.AI

Discrete Gaussian Process Representations for Optimising UAV-based Precision Weed Mapping

Jacob Swindell, Madeleine Darbyshire, Marija Popovic, Riccardo Polvara

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

Extracting Information in a Low-resource Setting: Case Study on Bioinformatics Workflows

Clémence Sebe, Sarah Cohen-Boulakia, Olivier Ferret, Aurélie Névéol

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

Statistical Scenario Modelling and Lookalike Distributions for Multi-Variate AI Risk

Elija Perrier

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

Comments Under review

POMDP-Driven Cognitive Massive MIMO Radar: Joint Target Detection-Tracking In Unknown Disturbances

Imad Bouhou, Stefano Fortunati, Leila Gharsalli, Alexandre Renaux

专题命中 工作流自动化 ：agent(abstract)；分类 cs.LG

Comments The paper has been submitted to ieee Transactions on radar systems

OkraLong: A Flexible Retrieval-Augmented Framework for Long-Text Query Processing

Yulong Hui, Yihao Liu, Yao Lu, Huanchen Zhang

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

Annotating and Inferring Compositional Structures in Numeral Systems Across Languages

Arne Rubehn, Christoph Rzymski, Luca Ciucci, Kellen Parker van Dam, Alžběta Kučerová, Katja Bocklage, David Snee, Abishek Stephen, Johann-Mattis List

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

Comments Submitted to the 7th Workshop on Research in Computational Linguistic Typology and Multilingual NLP (SIGTYP)

Towards Safe AI Clinicians: A Comprehensive Study on Large Language Model Jailbreaking in Healthcare

Hang Zhang, Qian Lou, Yanshan Wang

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

P2DFlow: A Protein Ensemble Generative Model with SE(3) Flow Matching

Yaowei Jin, Qi Huang, Ziyang Song, Mingyue Zheng, Dan Teng, Qian Shi

专题命中 工作流自动化 ：agent(abstract)；分类 cs.LG

Octopus: Alleviating Hallucination via Dynamic Contrastive Decoding

Wei Suo, Lijun Zhang, Mengyang Sun, Lin Yuanbo Wu, Peng Wang, Yanning Zhang

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

Towards Understanding the Benefit of Multitask Representation Learning in Decision Process

Rui Lu, Yang Yue, Andrew Zhao, Simon Du, Gao Huang

专题命中 工作流自动化 ：agent(abstract)；分类 cs.LG

Comments arXiv admin note: substantial text overlap with arXiv:2205.15701

WorldCraft: Photo-Realistic 3D World Creation and Customization via LLM Agents

Xinhang Liu, Chi-Keung Tang, Yu-Wing Tai

专题命中 工作流自动化 ：agent(abstract)；分类 cs.AI

Immunocto: a massive immune cell database auto-generated for histopathology

Mikaël Simard, Zhuoyan Shen, Konstantin Bräutigam, Rasha Abu-Eid, Maria A. Hawkins, Charles-Antoine Collins-Fekete

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

Intent Tagging: Exploring Micro-Prompting Interactions for Supporting Granular Human-GenAI Co-Creation Workflows

Frederic Gmeiner, Nicolai Marquardt, Michael Bentley, Hugo Romat, Michel Pahud, David Brown, Asta Roseway, Nikolas Martelaro, Kenneth Holstein, Ken Hinckley, Nathalie Riche

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

Comments 31 pages, 30 figures, 3 tables. To appear in the Proceedings of the 2025 ACM CHI Conference on Human Factors in Computing Systems, Yokohama, Japan

Autonomous Vision-Guided Resection of Central Airway Obstruction

M. E. Smith, N. Yilmaz, T. Watts, P. M. Scheikl, J. Ge, A. Deguet, A. Kuntz, A. Krieger

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

Comments Submitted to World Scientific, Journal of Medical Robotics Research (JMRR) 2025. 10 pages, 11 figures

A new framework for X-ray absorption spectroscopy data analysis based on machine learning: XASDAML

Xue Han, Haodong Yao, Fei Zhan, Xueqi Song, Junfang Zhao, Haifeng Zhao

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

Applying the FAIR Principles to computational workflows

Sean R. Wilkinson, Meznah Aloqalaa, Khalid Belhajjame, Michael R. Crusoe, Bruno de Paula Kinoshita, Luiz Gadelha, Daniel Garijo, Ove Johan Ragnar Gustafsson, Nick Juty, Sehrish Kanwal, Farah Zaib Khan, Johannes Köster, Karsten Peters-von Gehlen, Line Pouchard, Randy K. Rannow, Stian Soiland-Reyes, Nicola Soranzo, Shoaib Sufi, Ziheng Sun, Baiba Vilne, Merridee A. Wouters, Denis Yuen, Carole Goble

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

Comments 18 pages, 1 figure, 1 table

Defending Jailbreak Prompts via In-Context Adversarial Game

Yujun Zhou, Yufei Han, Haomin Zhuang, Kehan Guo, Zhenwen Liang, Hongyan Bao, Xiangliang Zhang

专题命中 工作流自动化 ：agent(abstract)；分类 cs.LG

Comments EMNLP 2024 Main Paper