AI Agent - arXivDaily 专题

2302.01474 2023-10-17 cs.CR cs.AR cs.LG 57%

Defensive ML: Defending Architectural Side-channels with Adversarial Obfuscation

Hyoungwook Nam, Raghavendra Pradyumna Pothukuchi, Bo Li, Nam Sung Kim, Josep Torrellas

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

Comments Preprint. Under review

2305.16120 2023-10-16 cs.SE cs.CR 57%

An Empirical Study on Workflows and Security Policies in Popular GitHub Repositories

Jessy Ayala, Joshua Garcia

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

2208.02809 2023-10-13 cs.NE cs.AI cs.RO 57%

The Role of Morphological Variation in Evolutionary Robotics: Maximizing Performance and Robustness

Jonata Tyska Carvalho, Stefano Nolfi

专题命中工作流自动化：agent(abstract)；分类 cs.AI

Comments submitted to MIT Evolutionary Computation Journal

Journal ref Carvalho, J. T., & Nolfi, S. (2023). The role of morphological variation in evolutionary robotics: Maximizing performance and robustness. Evolutionary Computation, 1-18

2211.08501 2023-10-12 cs.GT cs.AI cs.MA 57%

Social Mechanism Design: Making Maximally Acceptable Decisions

Ben Abramowitz, Nicholas Mattei

专题命中工作流自动化：agent(abstract)；分类 cs.AI

2310.06391 2023-10-11 cs.HC cs.CL cs.CY 57%

Improved prompting and process for writing user personas with LLMs, using qualitative interviews: Capturing behaviour and personality traits of users

Stefano De Paoli

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

2310.04461 2023-10-10 cs.CV cs.AI 57%

AI-based automated active learning for discovery of hidden dynamic processes: A use case in light microscopy

Nils Friederich, Angelo Yamachui Sitcheu, Oliver Neumann, Süheyla Eroğlu-Kayıkçı, Roshan Prizak, Lennart Hilbert, Ralf Mikut

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

Comments Proceedings - 33. Workshop Computational Intelligence

2310.03334 2023-10-10 cs.LG 57%

Untargeted White-box Adversarial Attack with Heuristic Defence Methods in Real-time Deep Learning based Network Intrusion Detection System

Khushnaseeb Roshan, Aasim Zafar, Sheikh Burhan Ul Haque

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

2310.01524 2023-10-09 cs.LG 57%

Nowcasting day-ahead marginal emissions using multi-headed CNNs and deep generative models

Dhruv Suri, Anela Arifi, Ines Azevedo

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

Comments NeurIPS 2023 Tackling Climate Change with Machine Learning Workshop

2306.11296 2023-10-04 cs.IR cond-mat.mtrl-sci cs.CL physics.chem-ph 57%

ChatGPT Chemistry Assistant for Text Mining and Prediction of MOF Synthesis

Zhiling Zheng, Oufan Zhang, Christian Borgs, Jennifer T. Chayes, Omar M. Yaghi

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

Comments Published on Journal of the American Chemical Society (2023); 102 pages (18-page manuscript, 84 pages of supporting information)

Journal ref J. Am. Chem. Soc. 2023, 145, 32, 18048-18062

2310.01247 2023-10-03 cs.LG cs.DC 57%

Self-supervised Learning for Anomaly Detection in Computational Workflows

Hongwei Jin, Krishnan Raghavan, George Papadimitriou, Cong Wang, Anirban Mandal, Ewa Deelman, Prasanna Balaprakash

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

2309.15518 2023-09-28 cs.CR cs.AI 57%

Raijū: Reinforcement Learning-Guided Post-Exploitation for Automating Security Assessment of Network Systems

Van-Hau Pham, Hien Do Hoang, Phan Thanh Trung, Van Dinh Quoc, Trong-Nghia To, Phan The Duy

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

2309.12616 2023-09-25 cs.CL 57%

Unlocking Model Insights: A Dataset for Automated Model Card Generation

Shruti Singh, Hitesh Lodwal, Husain Malwat, Rakesh Thakur, Mayank Singh

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

2309.12439 2023-09-25 cs.SE 57%

Process Improvement Archaeology: What Led Us Here, and What's Next?

Michael Unterkalmsteiner, Tony Gorschek

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

Journal ref IEEE Softw. 35(4): 53-61 (2018)

2302.03503 2023-09-25 cs.SE 57%

Tool interoperability for model-based systems engineering

Sander Thuijsman, Gökhan Kahraman, Alireza Mohamadkhani, Ferry Timmers, Loek Cleophas, Marc Geilen, Jan Friso Groote, Michel Reniers, Ramon Schiffelers, Jeroen Voeten

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

Comments 18 pages, 6 figures

2309.11096 2023-09-21 cs.LG 57%

Delays in Reinforcement Learning

Pierre Liotet

专题命中工作流自动化：agent(abstract)；分类 cs.LG

2303.17941 2023-09-21 eess.IV cs.CV cs.LG 57%

Comparing Adversarial and Supervised Learning for Organs at Risk Segmentation in CT images

Leonardo Crespi, Mattia Portanti, Daniele Loiacono

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

2304.06569 2023-09-19 stat.ML cs.LG stat.CO 57%

counterfactuals: An R Package for Counterfactual Explanation Methods

Susanne Dandl, Andreas Hofheinz, Martin Binder, Bernd Bischl, Giuseppe Casalicchio

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

Comments 49 pages LaTeX, updated benchmark results

2211.08075 2023-09-18 cs.SE 57%

Extending the OSLC standard for ECA-based automation in DevOps environments

Guillermo García-Grao, Álvaro Carrera

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

2309.07291 2023-09-15 cs.SE 57%

Reusability Challenges of Scientific Workflows: A Case Study for Galaxy

Khairul Alam, Banani Roy, Alexander Serebrenik

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

Comments Accepted in APSEC 2023

2309.06122 2023-09-13 cond-mat.mtrl-sci cs.LG eess.IV 57%

A robust synthetic data generation framework for machine learning in High-Resolution Transmission Electron Microscopy (HRTEM)

Luis Rangel DaCosta, Katherine Sytwu, Catherine Groschner, Mary Scott

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

2303.08955 2023-09-12 cs.LG cs.DC 57%

Large-scale End-of-Life Prediction of Hard Disks in Distributed Datacenters

Rohan Mohapatra, Austin Coursey, Saptarshi Sengupta

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

Comments 8 pages, 9 figures and 6 tables

Journal ref 2023 IEEE International Conference on Smart Computing (SMARTCOMP)

2308.16774 2023-09-07 cs.SE 57%

Toward Automatically Completing GitHub Workflows

Antonio Mastropaolo, Fiorella Zampetti, Gabriele Bavota, Massimiliano Di Penta

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

2206.05361 2023-09-07 cs.DC cs.PL cs.SE 57%

Object as a Service (OaaS): Enabling Object Abstraction in Serverless Clouds

Pawissanutt Lertpongrujikorn, Mohsen Amini Salehi

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

Comments This version of the paper has been significantly altered and the new observations have been obtained. Therefore, we withdraw the paper until the new version becomes available

Journal ref IEEE Cloud 2023

2309.01812 2023-09-06 cs.CL 57%

Into the Single Cell Multiverse: an End-to-End Dataset for Procedural Knowledge Extraction in Biomedical Texts

Ruth Dannenfelser, Jeffrey Zhong, Ran Zhang, Vicky Yao

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

Comments Submitted to NeurIPS 2023 Datasets and Benchmarks Track

2308.11773 2023-09-06 cs.CL cs.CY cs.SD eess.AS q-bio.QM 57%

Identifying depression-related topics in smartphone-collected free-response speech recordings using an automatic speech recognition system and a deep learning topic model

Yuezhou Zhang, Amos A Folarin, Judith Dineley, Pauline Conde, Valeria de Angel, Shaoxiong Sun, Yatharth Ranjan, Zulqarnain Rashid, Callum Stewart, Petroula Laiou, Heet Sankesara, Linglong Qian, Faith Matcham, Katie M White, Carolin Oetzmann, Femke Lamers, Sara Siddi, Sara Simblett, Björn W. Schuller, Srinivasan Vairavan, Til Wykes, Josep Maria Haro, Brenda WJH Penninx, Vaibhav A Narayan, Matthew Hotopf, Richard JB Dobson, Nicholas Cummins, RADAR-CNS consortium

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

2209.10412 2023-09-06 cs.CR cs.CY cs.SE 57%

Scalable Discovery and Continuous Inventory of Personal Data at Rest in Cloud Native Systems

Elias Grünewald, Leonard Schurbert

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

Comments Preprint of 2022-09-09 before final copy-editing of an accepted peer-reviewed paper to appear in the Proceedings of the 20th International Conference on Service-Oriented Computing ICSOC 2022

2309.00489 2023-09-04 cs.NI cs.LG 57%

How Does Forecasting Affect the Convergence of DRL Techniques in O-RAN Slicing?

Ahmad M. Nagib, Hatem Abou-Zeid, Hossam S. Hassanein

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

Comments This article has been accepted for presentation in IEEE GLOBECOM 2023

2308.16659 2023-09-01 physics.ins-det cs.LG hep-ex physics.data-an 57%

Autoencoder-based Online Data Quality Monitoring for the CMS Electromagnetic Calorimeter

Abhirami Harilal, Kyungmin Park, Michael Andrews, Manfred Paulini

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

Comments Submitted to the Proceedings of 21st International Workshop on Advanced Computing and Analysis Techniques in Physics Research ACAT 2022 conference

2308.15969 2023-08-31 cs.AI 57%

Iterative Reward Shaping using Human Feedback for Correcting Reward Misspecification

Jasmina Gajcin, James McCarthy, Rahul Nair, Radu Marinescu, Elizabeth Daly, Ivana Dusparic

专题命中工作流自动化：agent(abstract)；分类 cs.AI

Comments 7 pages, 2 figures

2106.12511 2023-08-31 eess.IV cs.CV cs.LG 57%

High-Throughput Precision Phenotyping of Left Ventricular Hypertrophy with Cardiovascular Deep Learning

Grant Duffy, Paul P Cheng, Neal Yuan, Bryan He, Alan C. Kwan, Matthew J. Shun-Shin, Kevin M. Alexander, Joseph Ebinger, Matthew P. Lungren, Florian Rader, David H. Liang, Ingela Schnittger, Euan A. Ashley, James Y. Zou, Jignesh Patel, Ronald Witteles, Susan Cheng, David Ouyang

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

1. 工作流自动化 10514 篇

Defensive ML: Defending Architectural Side-channels with Adversarial Obfuscation

An Empirical Study on Workflows and Security Policies in Popular GitHub Repositories

The Role of Morphological Variation in Evolutionary Robotics: Maximizing Performance and Robustness

Social Mechanism Design: Making Maximally Acceptable Decisions

Improved prompting and process for writing user personas with LLMs, using qualitative interviews: Capturing behaviour and personality traits of users

AI-based automated active learning for discovery of hidden dynamic processes: A use case in light microscopy

Untargeted White-box Adversarial Attack with Heuristic Defence Methods in Real-time Deep Learning based Network Intrusion Detection System

Nowcasting day-ahead marginal emissions using multi-headed CNNs and deep generative models

ChatGPT Chemistry Assistant for Text Mining and Prediction of MOF Synthesis

Self-supervised Learning for Anomaly Detection in Computational Workflows

Raijū: Reinforcement Learning-Guided Post-Exploitation for Automating Security Assessment of Network Systems

Unlocking Model Insights: A Dataset for Automated Model Card Generation

Process Improvement Archaeology: What Led Us Here, and What's Next?

Tool interoperability for model-based systems engineering

Delays in Reinforcement Learning

Comparing Adversarial and Supervised Learning for Organs at Risk Segmentation in CT images

counterfactuals: An R Package for Counterfactual Explanation Methods

Extending the OSLC standard for ECA-based automation in DevOps environments

Reusability Challenges of Scientific Workflows: A Case Study for Galaxy

A robust synthetic data generation framework for machine learning in High-Resolution Transmission Electron Microscopy (HRTEM)

Large-scale End-of-Life Prediction of Hard Disks in Distributed Datacenters

Toward Automatically Completing GitHub Workflows

Object as a Service (OaaS): Enabling Object Abstraction in Serverless Clouds

Into the Single Cell Multiverse: an End-to-End Dataset for Procedural Knowledge Extraction in Biomedical Texts

Identifying depression-related topics in smartphone-collected free-response speech recordings using an automatic speech recognition system and a deep learning topic model

Scalable Discovery and Continuous Inventory of Personal Data at Rest in Cloud Native Systems

How Does Forecasting Affect the Convergence of DRL Techniques in O-RAN Slicing?

Autoencoder-based Online Data Quality Monitoring for the CMS Electromagnetic Calorimeter

Iterative Reward Shaping using Human Feedback for Correcting Reward Misspecification

High-Throughput Precision Phenotyping of Left Ventricular Hypertrophy with Cardiovascular Deep Learning