AI Agent

Word Closure-Based Metamorphic Testing for Machine Translation

Xiaoyuan Xie, Shuo Jin, Songqiang Chen, Shing-Chi Cheung

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

Comments This paper was accepted by ACM Transactions on Software Engineering and Methodology (TOSEM) in June 2024

A Scalable Real-Time Data Assimilation Framework for Predicting Turbulent Atmosphere Dynamics

Junqi Yin, Siming Liang, Siyan Liu, Feng Bao, Hristo G. Chipilski, Dan Lu, Guannan Zhang

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

Inspired by AI? A Novel Generative AI System To Assist Conceptual Automotive Design

Ye Wang, Nicole B. Damen, Thomas Gale, Voho Seo, Hooman Shayani

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

Journal ref IDETC 2024

Hydra: Brokering Cloud and HPC Resources to Support the Execution of Heterogeneous Workloads at Scale

Aymen Alsaadi, Shantenu Jha, Matteo Turilli

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

SoK: Software Debloating Landscape and Future Directions

Mohannad Alhanahnah, Yazan Boshmaf, Ashish Gehani

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

Reinforcement Learning in a Safety-Embedded MDP with Trajectory Optimization

Fan Yang, Wenxuan Zhou, Zuxin Liu, Ding Zhao, David Held

专题命中 工作流自动化 ：agent(abstract)；分类 cs.AI

LLM-Collaboration on Automatic Science Journalism for the General Audience

Gongyao Jiang, Xinran Shi, Qiong Luo

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

Comments Under review

Incorporating Large Language Models into Production Systems for Enhanced Task Automation and Flexibility

Yuchen Xia, Jize Zhang, Nasser Jazdi, Michael Weyrich

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

What should be observed for optimal reward in POMDPs?

Alyzia-Maria Konsta, Alberto Lluch Lafuente, Christoph Matheja

专题命中 工作流自动化 ：agent(abstract)；分类 cs.AI

Reduced Simulations for High-Energy Physics, a Middle Ground for Data-Driven Physics Research

Uraz Odyurt, Stephen Nicholas Swatman, Ana-Lucia Varbanescu, Sascha Caron

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

Journal ref Computational Science ICCS 2024. Lecture Notes in Computer Science. 14833 (2024) 84-99

Evaluating the Role of Security Assurance Cases in Agile Medical Device Development

Max Fransson, Adam Andersson, Mazen Mohamad, Jan-Philipp Steghöfer

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

Comments Accepted at the 50th Euromicro Conference Series on Software Engineering and Advanced Applications (SEAA) 2024

Analyzing Machine Learning Performance in a Hybrid Quantum Computing and HPC Environment

Samuel T. Bieberich, Michael A. Sandoval

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

Comments 7 pages, 8 figures

The Cost of Executing Business Processes on Next-Generation Blockchains: The Case of Algorand

Fabian Stiehle, Ingo Weber

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

Comments Accepted at BPM Blockchain Forum 2024

EcoVal: An Efficient Data Valuation Framework for Machine Learning

Ayush K Tarun, Vikram S Chundawat, Murari Mandal, Hong Ming Tan, Bowei Chen, Mohan Kankanhalli

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

Comments KDD-2024

ClimSim-Online: A Large Multi-scale Dataset and Framework for Hybrid ML-physics Climate Emulation

Sungduk Yu, Zeyuan Hu, Akshay Subramaniam, Walter Hannah, Liran Peng, Jerry Lin, Mohamed Aziz Bhouri, Ritwik Gupta, Björn Lütjens, Justus C. Will, Gunnar Behrens, Julius J. M. Busecke, Nora Loose, Charles I. Stern, Tom Beucler, Bryce Harrop, Helge Heuer, Benjamin R. Hillman, Andrea Jenney, Nana Liu, Alistair White, Tian Zheng, Zhiming Kuang, Fiaz Ahmed, Elizabeth Barnes, Noah D. Brenowitz, Christopher Bretherton, Veronika Eyring, Savannah Ferretti, Nicholas Lutsko, Pierre Gentine, Stephan Mandt, J. David Neelin, Rose Yu, Laure Zanna, Nathan Urban, Janni Yuval, Ryan Abernathey, Pierre Baldi, Wayne Chuang, Yu Huang, Fernando Iglesias-Suarez, Sanket Jantre, Po-Lun Ma, Sara Shamekh, Guang Zhang, Michael Pritchard

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

Comments This manuscript is an expanded version of our paper that received the Outstanding Paper Award at the NeurIPS 2023 conference

Uni-ELF: A Multi-Level Representation Learning Framework for Electrolyte Formulation Design

Boshen Zeng, Sian Chen, Xinxin Liu, Changhong Chen, Bin Deng, Xiaoxu Wang, Zhifeng Gao, Yuzhi Zhang, Weinan E, Linfeng Zhang

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

Artificial Intuition: Efficient Classification of Scientific Abstracts

Harsh Sakhrani, Naseela Pervez, Anirudh Ravi Kumar, Fred Morstatter, Alexandra Graddy Reed, Andrea Belz

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

WSI-VQA: Interpreting Whole Slide Images by Generative Visual Question Answering

Pingyi Chen, Chenglu Zhu, Sunyi Zheng, Honglin Li, Lin Yang

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

Comments Accepted at ECCV 2024

Leveraging Data Mining, Active Learning, and Domain Adaptation in a Multi-Stage, Machine Learning-Driven Approach for the Efficient Discovery of Advanced Acidic Oxygen Evolution Electrocatalysts

Rui Ding, Jianguo Liu, Kang Hua, Xuebin Wang, Xiaoben Zhang, Minhua Shao, Yuxin Chen, Junhong Chen

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

Comments 95 pages (main text 37 pages; supplementary materials 58 pages); 38 figures (main text 6 figures; supplementary materials 32 figures)

Using Petri Nets as an Integrated Constraint Mechanism for Reinforcement Learning Tasks

Timon Sachweh, Pierre Haritz, Thomas Liebig

专题命中 工作流自动化 ：agent(abstract)；分类 cs.LG

CausalOps -- Towards an Industrial Lifecycle for Causal Probabilistic Graphical Models

Robert Maier, Andreas Schlattl, Thomas Guess, Jürgen Mottok

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

WizardMerge -- Save Us From Merging Without Any Clues

Qingyu Zhang, Junzhe Li, Jiayi Lin, Jie Ding, Lanteng Lin, Chenxiong Qian

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

Comments 22 pages

EditFollower: Tunable Car Following Models for Customizable Adaptive Cruise Control Systems

Xianda Chen, Xu Han, Meixin Zhu, Xiaowen Chu, PakHin Tiu, Xinhu Zheng, Yinhai Wang

专题命中 工作流自动化 ：agent(abstract)；分类 cs.AI

LtU-ILI: An All-in-One Framework for Implicit Inference in Astrophysics and Cosmology

Matthew Ho, Deaglan J. Bartlett, Nicolas Chartier, Carolina Cuesta-Lazaro, Simon Ding, Axel Lapel, Pablo Lemos, Christopher C. Lovell, T. Lucas Makinen, Chirag Modi, Viraj Pandya, Shivam Pandey, Lucia A. Perez, Benjamin Wandelt, Greg L. Bryan

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

Comments 22 pages, 10 figures, accepted in the Open Journal of Astrophysics. Code available at https://github.com/maho3/ltu-ili

Journal ref 2024 OJA, Vol. 7

Visual Analytics of Multivariate Networks with Representation Learning and Composite Variable Construction

Hsiao-Ying Lu, Takanori Fujiwara, Ming-Yi Chang, Yang-chih Fu, Anders Ynnerman, Kwan-Liu Ma

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

Comments To appear in IEEE Transactions on Visualization and Computer Graphics

Interpretable DRL-based Maneuver Decision of UCAV Dogfight

Haoran Han, Jian Cheng, Maolong Lv

专题命中 工作流自动化 ：agent(abstract)；分类 cs.LG

QuST-LLM: Integrating Large Language Models for Comprehensive Spatial Transcriptomics Analysis

Chao Hui Huang

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

Comments 12 pages, 7 figures

Searching for Best Practices in Retrieval-Augmented Generation

Xiaohua Wang, Zhenghua Wang, Xuan Gao, Feiran Zhang, Yixin Wu, Zhibo Xu, Tianyuan Shi, Zhengyuan Wang, Shizheng Li, Qi Qian, Ruicheng Yin, Changze Lv, Xiaoqing Zheng, Xuanjing Huang

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

UINav: A Practical Approach to Train On-Device Automation Agents

Wei Li, Fu-Lin Hsu, Will Bishop, Folawiyo Campbell-Ajala, Max Lin, Oriana Riva

专题命中 工作流自动化 ：agent(abstract)；分类 cs.AI

Journal ref NAACL 2024 Industry Track

LLMs for Doctors: Leveraging Medical LLMs to Assist Doctors, Not Replace Them

Wenya Xie, Qingying Xiao, Yu Zheng, Xidong Wang, Junying Chen, Ke Ji, Anningzhe Gao, Xiang Wan, Feng Jiang, Benyou Wang

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