AI Agent

GitHub Actions: The Impact on the Pull Request Process

Mairieli Wessel, Joseph Vargovich, Marco A. Gerosa, Christoph Treude

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

Comments arXiv admin note: substantial text overlap with arXiv:2103.12224, arXiv:2103.13547

Journal ref Empirical Software Engineering (EMSE 2023)

MINT: A wrapper to make multi-modal and multi-image AI models interactive

Jan Freyberg, Abhijit Guha Roy, Terry Spitz, Beverly Freeman, Mike Schaekermann, Patricia Strachan, Eva Schnider, Renee Wong, Dale R Webster, Alan Karthikesalingam, Yun Liu, Krishnamurthy Dvijotham, Umesh Telang

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

Comments 15 pages, 7 figures

Automation of Triangle Ruler-and-Compass Constructions Using Constraint Solvers

Milan Banković

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

Comments In Proceedings ADG 2023, arXiv:2401.10725

Journal ref EPTCS 398, 2024, pp. 62-72

Visual Imitation Learning with Calibrated Contrastive Representation

Yunke Wang, Linwei Tao, Bo Du, Yutian Lin, Chang Xu

专题命中 工作流自动化 ：agent(abstract)；分类 cs.LG

A Multivocal Literature Review on the Benefits and Limitations of Automated Machine Learning Tools

Kelly Azevedo, Luigi Quaranta, Fabio Calefato, Marcos Kalinowski

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

Artificial intelligence to automate the systematic review of scientific literature

José de la Torre-López, Aurora Ramírez, José Raúl Romero

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

Comments 25 pages, 3 figures, 1 table, journal paper

Journal ref Computing, Volume 105, pages 2171-2194, 2023

Computationally Efficient Optimisation of Elbow-Type Draft Tube Using Neural Network Surrogates

Ante Sikirica, Ivana Lučin, Marta Alvir, Lado Kranjčević, Zoran Čarija

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

Comments 41 pages, brief appendix

Cross-lingual neural fuzzy matching for exploiting target-language monolingual corpora in computer-aided translation

Miquel Esplà-Gomis, Víctor M. Sánchez-Cartagena, Juan Antonio Pérez-Ortiz, Felipe Sánchez-Martínez

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

Journal ref In Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing (pp. 7532-7543)

Mitigating Data Injection Attacks on Federated Learning

Or Shalom, Amir Leshem, Waheed U. Bajwa

专题命中 工作流自动化 ：agent(abstract)；分类 cs.LG

Comments This work will be presented at IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2024

Image Classifier Based Generative Method for Planar Antenna Design

Yang Zhong, Weiping Dou, Andrew Cohen, Dia'a Bisharat, Yuandong Tian, Jiang Zhu, Qing Huo Liu

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

Comments 13 pages, 18 figures

Computational Discovery of Microstructured Composites with Optimal Stiffness-Toughness Trade-Offs

Beichen Li, Bolei Deng, Wan Shou, Tae-Hyun Oh, Yuanming Hu, Yiyue Luo, Liang Shi, Wojciech Matusik

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

Concurrent Brainstorming & Hypothesis Satisfying: An Iterative Framework for Enhanced Retrieval-Augmented Generation (R2CBR3H-SR)

Arash Shahmansoori

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

Comments 3 pages, 1 table, double column IEEE journal format paper

Online Symbolic Music Alignment with Offline Reinforcement Learning

Silvan David Peter

专题命中 工作流自动化 ：agent(abstract)；分类 cs.LG

Journal ref Proceedings of the 24th International Society for Music Information Retrieval Conference, {ISMIR} 2023, Milan, Italy, November 5-9, 2023

UniFed: All-In-One Federated Learning Platform to Unify Open-Source Frameworks

Xiaoyuan Liu, Tianneng Shi, Chulin Xie, Qinbin Li, Kangping Hu, Haoyu Kim, Xiaojun Xu, The-Anh Vu-Le, Zhen Huang, Arash Nourian, Bo Li, Dawn Song

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

Comments Code: https://github.com/AI-secure/FLBenchmark-toolkit Website: https://unifedbenchmark.github.io/

Conceptual Mutation Testing for Student Programming Misconceptions

Siddhartha Prasad, Ben Greenman, Tim Nelson, Shriram Krishnamurthi

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

Journal ref The Art, Science, and Engineering of Programming, 2024, Vol. 8, Issue 2, Article 7

ESGReveal: An LLM-based approach for extracting structured data from ESG reports

Yi Zou, Mengying Shi, Zhongjie Chen, Zhu Deng, ZongXiong Lei, Zihan Zeng, Shiming Yang, HongXiang Tong, Lei Xiao, Wenwen Zhou

专题命中 工作流自动化 ：agent(abstract)；分类 cs.CL

A Bayesian Framework of Deep Reinforcement Learning for Joint O-RAN/MEC Orchestration

Fahri Wisnu Murti, Samad Ali, Matti Latva-aho

专题命中 工作流自动化 ：agent(abstract)；分类 cs.LG

Comments This article is submitted to IEEE

Benefit from public unlabeled data: A Frangi filtering-based pretraining network for 3D cerebrovascular segmentation

Gen Shi, Hao Lu, Hui Hui, Jie Tian

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

Comments Under Review

nbi: the Astronomer's Package for Neural Posterior Estimation

Keming Zhang, Joshua S. Bloom, Stéfan van der Walt, Nina Hernitschek

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

Comments Update references. Accepted to NeurIPS 2023 Workshop on Deep Learning and Inverse Problems. Initially appeared at ICML 2023 Workshop on Machine Learning for Astrophysics. Code at https://github.com/kmzzhang/nbi

Automated DevOps Pipeline Generation for Code Repositories using Large Language Models

Deep Mehta, Kartik Rawool, Subodh Gujar, Bowen Xu

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

Explore 3D Dance Generation via Reward Model from Automatically-Ranked Demonstrations

Zilin Wang, Haolin Zhuang, Lu Li, Yinmin Zhang, Junjie Zhong, Jun Chen, Yu Yang, Boshi Tang, Zhiyong Wu

专题命中 工作流自动化 ：agent(abstract)；分类 cs.AI

Comments AAAI-24

Decentralized traffic management of autonomous drones

Boldizsár Balázs, Tamás Vicsek, Gergő Somorjai, Tamás Nepusz, Gábor Vásárhelyi

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

Comments 43 pages, 7 figures, submitted to Swarm Intelligence on 20 January 2023

Ocean Data Quality Assessment through Outlier Detection-enhanced Active Learning

Na Li, Yiyang Qi, Ruyue Xin, Zhiming Zhao

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

Comments 2023 IEEE International Conference on Big Data (IEEE BigData 2023)

Improving Environment Robustness of Deep Reinforcement Learning Approaches for Autonomous Racing Using Bayesian Optimization-based Curriculum Learning

Rohan Banerjee, Prishita Ray, Mark Campbell

专题命中 工作流自动化 ：agent(abstract)；分类 cs.LG

Comments Accepted to the IROS 2023 Workshop on Learning Robot Super Autonomy. The first two authors contributed equally

Controllable Citation Sentence Generation with Language Models

Nianlong Gu, Richard H. R. Hahnloser

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

AI-driven projection tomography with multicore fibre-optic cell rotation

Jiawei Sun, Bin Yang, Nektarios Koukourakis, Jochen Guck, Juergen W. Czarske

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

Comments 15 pages, 6 figures

HappyFeat -- An interactive and efficient BCI framework for clinical applications

Arthur Desbois, Tristan Venot, Fabrizio De Vico Fallani, Marie-Constance Corsi

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

Comments 17 pages, 5 figures, 1 table, "Annex" section

User Friendly and Adaptable Discriminative AI: Using the Lessons from the Success of LLMs and Image Generation Models

Son The Nguyen, Theja Tulabandhula, Mary Beth Watson-Manheim

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

Design and Architecture for a Centralized, Extensible, and Configurable Scoring Application

Sumit Sanwal

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

BioinspiredLLM: Conversational Large Language Model for the Mechanics of Biological and Bio-inspired Materials

Rachel K. Luu, Markus J. Buehler

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