Artificial Intelligence

Authors and titles for recent submissions

• Fri, 22 Nov 2024
• Thu, 21 Nov 2024
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Fri, 22 Nov 2024 (showing first 50 of 101 entries )

[1] arXiv:2411.14404 [pdf, html, other]

Title: Resolving Multiple-Dynamic Model Uncertainty in Hypothesis-Driven Belief-MDPs

Ofer Dagan, Tyler Becker, Zachary N. Sunberg

Comments: 8 pages, 4 figures, submitted to AAMAS 2025

Subjects: Artificial Intelligence (cs.AI); Robotics (cs.RO)

[2] arXiv:2411.14368 [pdf, other]

Title: RV4Chatbot: Are Chatbots Allowed to Dream of Electric Sheep?

Andrea Gatti (University of Genoa), Viviana Mascardi (University of Genoa), Angelo Ferrando (University of Modena and Reggio Emilia)

Comments: In Proceedings FMAS2024, arXiv:2411.13215

Journal-ref: EPTCS 411, 2024, pp. 73-90

Subjects: Artificial Intelligence (cs.AI); Human-Computer Interaction (cs.HC); Software Engineering (cs.SE)

[3] arXiv:2411.14214 [pdf, html, other]

Title: Physics-Informed LLM-Agent for Automated Modulation Design in Power Electronics Systems

Junhua Liu, Fanfan Lin, Xinze Li, Kwan Hui Lim, Shuai Zhao

Subjects: Artificial Intelligence (cs.AI); Emerging Technologies (cs.ET)

[4] arXiv:2411.14033 [pdf, html, other]

Title: Multi-LLM-Agent Systems: Techniques and Business Perspectives

Yingxuan Yang, Qiuying Peng, Jun Wang, Weinan Zhang

Subjects: Artificial Intelligence (cs.AI)

[5] arXiv:2411.14012 [pdf, html, other]

Title: Logic Augmented Generation

Aldo Gangemi, Andrea Giovanni Nuzzolese

Comments: 10 pages, 2 figures

Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL)

[6] arXiv:2411.13932 [pdf, other]

Title: XAgents: A Framework for Interpretable Rule-Based Multi-Agents Cooperation

Hailong Yang, Mingxian Gu, Renhuo Zhao, Fuping Hu, Zhaohong Deng, Yitang Chen

Subjects: Artificial Intelligence (cs.AI)

[7] arXiv:2411.13867 [pdf, other]

Title: Generative Fuzzy System for Sequence Generation

Hailong Yang, Zhaohong Deng, Wei Zhang, Zhuangzhuang Zhao, Guanjin Wang, Kup-sze Choi

Comments: 12 pages, 5 figures

Subjects: Artificial Intelligence (cs.AI)

[8] arXiv:2411.13749 [pdf, other]

Title: AI-Driven Agents with Prompts Designed for High Agreeableness Increase the Likelihood of Being Mistaken for a Human in the Turing Test

U. León-Domínguez, E. D. Flores-Flores, A. J. García-Jasso, M. K. Gómez-Cuellar, D. Torres-Sánchez, A. Basora-Marimon

Comments: 25 pages, 2 figures, 7 tables

Subjects: Artificial Intelligence (cs.AI)

[9] arXiv:2411.13653 [pdf, other]

Title: No Free Delivery Service: Epistemic limits of passive data collection in complex social systems

Maximilian Nickel

Comments: To appear in NeurIPS'24

Subjects: Artificial Intelligence (cs.AI); Machine Learning (stat.ML)

[10] arXiv:2411.13566 [pdf, html, other]

Title: Integrated Water Resource Management in the Segura Hydrographic Basin: An Artificial Intelligence Approach

Urtzi Otamendi, Mikel Maiza, Igor G. Olaizola, Basilio Sierra, Markel Flores, Marco Quartulli

Comments: 15 pages, 14 figures, 8 tables

Journal-ref: Journal of Environmental Management, Volume 370, 2024, ISSN 0301-4797

Subjects: Artificial Intelligence (cs.AI)

[11] arXiv:2411.13560 [pdf, html, other]

Title: AMSnet-KG: A Netlist Dataset for LLM-based AMS Circuit Auto-Design Using Knowledge Graph RAG

Yichen Shi, Zhuofu Tao, Yuhao Gao, Tianjia Zhou, Cheng Chang, Yaxing Wang, Bingyu Chen, Genhao Zhang, Alvin Liu, Zhiping Yu, Ting-Jung Lin, Lei He

Subjects: Artificial Intelligence (cs.AI); Emerging Technologies (cs.ET); Signal Processing (eess.SP)

[12] arXiv:2411.14429 (cross-list from cs.CV) [pdf, html, other]

Title: Revisiting the Integration of Convolution and Attention for Vision Backbone

Lei Zhu, Xinjiang Wang, Wayne Zhang, Rynson W. H. Lau

Comments: NeurIPS 2024

Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)

[13] arXiv:2411.14425 (cross-list from cs.CY) [pdf, html, other]

Title: Whack-a-Chip: The Futility of Hardware-Centric Export Controls

Ritwik Gupta, Leah Walker, Andrew W. Reddie

Subjects: Computers and Society (cs.CY); Artificial Intelligence (cs.AI)

[14] arXiv:2411.14403 (cross-list from cs.RO) [pdf, html, other]

Title: Landing Trajectory Prediction for UAS Based on Generative Adversarial Network

Jun Xiang, Drake Essick, Luiz Gonzalez Bautista, Junfei Xie, Jun Chen

Comments: 9 pages, AIAA SCITECH 2023

Subjects: Robotics (cs.RO); Artificial Intelligence (cs.AI)

[15] arXiv:2411.14374 (cross-list from cs.LO) [pdf, other]

Title: Using Formal Models, Safety Shields and Certified Control to Validate AI-Based Train Systems

Jan Gruteser (Heinrich Heine University Düsseldorf), Jan Roßbach (Heinrich Heine University Düsseldorf), Fabian Vu (Heinrich Heine University Düsseldorf), Michael Leuschel (Heinrich Heine University Düsseldorf)

Comments: In Proceedings FMAS2024, arXiv:2411.13215

Journal-ref: EPTCS 411, 2024, pp. 151-159

Subjects: Logic in Computer Science (cs.LO); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV)

[16] arXiv:2411.14371 (cross-list from cs.MA) [pdf, other]

Title: Synthesising Robust Controllers for Robot Collectives with Recurrent Tasks: A Case Study

Till Schnittka (University of Bremen), Mario Gleirscher (University of Bremen)

Comments: In Proceedings FMAS2024, arXiv:2411.13215

Journal-ref: EPTCS 411, 2024, pp. 109-125

Subjects: Multiagent Systems (cs.MA); Artificial Intelligence (cs.AI); Robotics (cs.RO)

[17] arXiv:2411.14367 (cross-list from cs.SE) [pdf, other]

Title: ROSMonitoring 2.0: Extending ROS Runtime Verification to Services and Ordered Topics

Maryam Ghaffari Saadat (University of Manchester), Angelo Ferrando (University of Modena and Reggio Emilia), Louise A. Dennis (University of Manchester), Michael Fisher (University of Manchester)

Comments: In Proceedings FMAS2024, arXiv:2411.13215

Journal-ref: EPTCS 411, 2024, pp. 38-55

Subjects: Software Engineering (cs.SE); Artificial Intelligence (cs.AI); Robotics (cs.RO)

[18] arXiv:2411.14354 (cross-list from cs.LG) [pdf, html, other]

Title: Contrasting local and global modeling with machine learning and satellite data: A case study estimating tree canopy height in African savannas

Esther Rolf, Lucia Gordon, Milind Tambe, Andrew Davies

Comments: 31 pages; 9 figures

Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV)

[19] arXiv:2411.14343 (cross-list from cs.CL) [pdf, html, other]

Title: UnifiedCrawl: Aggregated Common Crawl for Affordable Adaptation of LLMs on Low-Resource Languages

Bethel Melesse Tessema (1), Akhil Kedia (2), Tae-Sun Chung (1) ((1) Ajou University, (2) Independent Researcher)

Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)

[20] arXiv:2411.14303 (cross-list from cs.SE) [pdf, html, other]

Title: Automated Generation of Code Debugging Exercises

Victor-Alexandru Pădurean, Paul Denny, Adish Singla

Comments: Preprint of the SIGCSE'25 paper

Subjects: Software Engineering (cs.SE); Artificial Intelligence (cs.AI)

[21] arXiv:2411.14277 (cross-list from cs.DB) [pdf, html, other]

Title: Neuro-Symbolic Query Optimization in Knowledge Graphs

Maribel Acosta, Chang Qin, Tim Schwabe

Subjects: Databases (cs.DB); Artificial Intelligence (cs.AI)

[22] arXiv:2411.14263 (cross-list from cs.LG) [pdf, html, other]

Title: Generating Realistic Adversarial Examples for Business Processes using Variational Autoencoders

Alexander Stevens, Jari Peeperkorn, Johannes De Smedt, Jochen De Weerdt

Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)

[23] arXiv:2411.14258 (cross-list from cs.CL) [pdf, html, other]

Title: Knowledge Graphs, Large Language Models, and Hallucinations: An NLP Perspective

Ernests Lavrinovics, Russa Biswas, Johannes Bjerva, Katja Hose

Comments: 7 pages, 2 Figures, 1 Table

Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)

[24] arXiv:2411.14257 (cross-list from cs.CL) [pdf, html, other]

Title: Do I Know This Entity? Knowledge Awareness and Hallucinations in Language Models

Javier Ferrando, Oscar Obeso, Senthooran Rajamanoharan, Neel Nanda

Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)

[25] arXiv:2411.14254 (cross-list from cs.LG) [pdf, html, other]

Title: BERT-Based Approach for Automating Course Articulation Matrix Construction with Explainable AI

Natenaile Asmamaw Shiferaw, Simpenzwe Honore Leandre, Aman Sinha, Dillip Rout

Comments: 26 pages, 9 figures

Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)

[26] arXiv:2411.14252 (cross-list from cs.CL) [pdf, html, other]

Title: Intent-Aware Dialogue Generation and Multi-Task Contrastive Learning for Multi-Turn Intent Classification

Junhua Liu, Yong Keat Tan, Bin Fu, Kwan Hui Lim

Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)

[27] arXiv:2411.14251 (cross-list from cs.LG) [pdf, other]

Title: Natural Language Reinforcement Learning

Xidong Feng, Ziyu Wan, Haotian Fu, Bo Liu, Mengyue Yang, Girish A. Koushik, Zhiyuan Hu, Ying Wen, Jun Wang

Comments: Extension of arXiv:2402.07157

Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)

[28] arXiv:2411.14243 (cross-list from cs.CR) [pdf, html, other]

Title: AnywhereDoor: Multi-Target Backdoor Attacks on Object Detection

Jialin Lu, Junjie Shan, Ziqi Zhao, Ka-Ho Chow

Subjects: Cryptography and Security (cs.CR); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV)

[29] arXiv:2411.14219 (cross-list from cs.CV) [pdf, other]

Title: Towards Context-Rich Automated Biodiversity Assessments: Deriving AI-Powered Insights from Camera Trap Data

Paul Fergus, Carl Chalmers, Naomi Matthews, Stuart Nixon, Andre Burger, Oliver Hartley, Chris Sutherland, Xavier Lambin, Steven Longmore, Serge Wich

Comments: 32 Pages, 22 images

Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)

[30] arXiv:2411.14215 (cross-list from cs.CL) [pdf, html, other]

Title: Evaluating the Robustness of Analogical Reasoning in Large Language Models

Martha Lewis, Melanie Mitchell

Comments: 31 pages, 13 figures. arXiv admin note: text overlap with arXiv:2402.08955

Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)

[31] arXiv:2411.14207 (cross-list from cs.SD) [pdf, html, other]

Title: HARP: A Large-Scale Higher-Order Ambisonic Room Impulse Response Dataset

Shivam Saini, Jürgen Peissig

Comments: Submitted to ICASSP 2025 Workshop Dataset and code to be uploaded at: this https URL

Subjects: Sound (cs.SD); Artificial Intelligence (cs.AI); Multimedia (cs.MM); Audio and Speech Processing (eess.AS)

[32] arXiv:2411.14205 (cross-list from cs.CV) [pdf, html, other]

Title: Is this Generated Person Existed in Real-world? Fine-grained Detecting and Calibrating Abnormal Human-body

Zeqing Wang, Qingyang Ma, Wentao Wan, Haojie Li, Keze Wang, Yonghong Tian

Comments: 16 pages, 14 figures

Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)

[33] arXiv:2411.14199 (cross-list from cs.CL) [pdf, html, other]

Title: OpenScholar: Synthesizing Scientific Literature with Retrieval-augmented LMs

Akari Asai, Jacqueline He, Rulin Shao, Weijia Shi, Amanpreet Singh, Joseph Chee Chang, Kyle Lo, Luca Soldaini, Sergey Feldman, Mike D'arcy, David Wadden, Matt Latzke, Minyang Tian, Pan Ji, Shengyan Liu, Hao Tong, Bohao Wu, Yanyu Xiong, Luke Zettlemoyer, Graham Neubig, Dan Weld, Doug Downey, Wen-tau Yih, Pang Wei Koh, Hannaneh Hajishirzi

Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Information Retrieval (cs.IR); Machine Learning (cs.LG)

[34] arXiv:2411.14193 (cross-list from cs.CV) [pdf, html, other]

Title: ComfyGI: Automatic Improvement of Image Generation Workflows

Dominik Sobania, Martin Briesch, Franz Rothlauf

Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Neural and Evolutionary Computing (cs.NE)

[35] arXiv:2411.14164 (cross-list from cs.CV) [pdf, html, other]

Title: FoPru: Focal Pruning for Efficient Large Vision-Language Models

Lei Jiang, Weizhe Huang, Tongxuan Liu, Yuting Zeng, Jing Li, Lechao Cheng, Xiaohua Xu

Comments: 11 pages, 7 figures

Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)

[36] arXiv:2411.14157 (cross-list from q-bio.QM) [pdf, html, other]

Title: DrugGen: Advancing Drug Discovery with Large Language Models and Reinforcement Learning Feedback

Mahsa Sheikholeslami, Navid Mazrouei, Yousof Gheisari, Afshin Fasihi, Matin Irajpour, Ali Motahharynia

Comments: 20 pages, 5 figures, 3 tables, and 7 supplementary files. To use the model, see this https URL

Subjects: Quantitative Methods (q-bio.QM); Artificial Intelligence (cs.AI)

[37] arXiv:2411.14141 (cross-list from math.NA) [pdf, html, other]

Title: Differentiable SVD based on Moore-Penrose Pseudoinverse for Inverse Imaging Problems

Yinghao Zhang, Yue Hu

Comments: 11 pages

Subjects: Numerical Analysis (math.NA); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV)

[38] arXiv:2411.14133 (cross-list from cs.LG) [pdf, html, other]

Title: GASP: Efficient Black-Box Generation of Adversarial Suffixes for Jailbreaking LLMs

Advik Raj Basani, Xiao Zhang

Comments: 28 pages, 9 tables, 13 figures; under review at CVPR '25

Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Cryptography and Security (cs.CR); Computer Vision and Pattern Recognition (cs.CV)

[39] arXiv:2411.14117 (cross-list from cs.LG) [pdf, html, other]

Title: Umbrella Reinforcement Learning -- computationally efficient tool for hard non-linear problems

Egor E. Nuzhin, Nikolai V. Brilliantov

Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)

[40] arXiv:2411.14092 (cross-list from cs.RO) [pdf, html, other]

Title: MetaCropFollow: Few-Shot Adaptation with Meta-Learning for Under-Canopy Navigation

Thomas Woehrle, Arun N. Sivakumar, Naveen Uppalapati, Girish Chowdhary

Subjects: Robotics (cs.RO); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG)

[41] arXiv:2411.14064 (cross-list from cs.CV) [pdf, other]

Title: Multi LoRA Meets Vision: Merging multiple adapters to create a multi task model

Ege Kesim, Selahattin Serdar Helli

Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)

[42] arXiv:2411.14062 (cross-list from cs.CV) [pdf, html, other]

Title: MMGenBench: Evaluating the Limits of LMMs from the Text-to-Image Generation Perspective

Hailang Huang, Yong Wang, Zixuan Huang, Huaqiu Li, Tongwen Huang, Xiangxiang Chu, Richong Zhang

Comments: This project is available at: this https URL

Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Machine Learning (cs.LG)

[43] arXiv:2411.14054 (cross-list from cs.CL) [pdf, html, other]

Title: FunctionChat-Bench: Comprehensive Evaluation of Language Models' Generative Capabilities in Korean Tool-use Dialogs

Shinbok Lee, Gaeun Seo, Daniel Lee, Byeongil Ko, Sunghee Jung, Myeongcheol Shin

Comments: 8 pages

Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)

[44] arXiv:2411.14042 (cross-list from cs.CL) [pdf, html, other]

Title: Forecasting Future International Events: A Reliable Dataset for Text-Based Event Modeling

Daehoon Gwak, Junwoo Park, Minho Park, Chaehun Park, Hyunchan Lee, Edward Choi, Jaegul Choo

Comments: EMNLP 2024 Findings

Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)

[45] arXiv:2411.14039 (cross-list from cs.CV) [pdf, html, other]

Title: Uterine Ultrasound Image Captioning Using Deep Learning Techniques

Abdennour Boulesnane, Boutheina Mokhtari, Oumnia Rana Segueni, Slimane Segueni

Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)

[46] arXiv:2411.14034 (cross-list from cond-mat.mtrl-sci) [pdf, html, other]

Title: Assessing data-driven predictions of band gap and electrical conductivity for transparent conducting materials

Federico Ottomano, John Y. Goulermas, Vladimir Gusev, Rahul Savani, Michael W. Gaultois, Troy D. Manning, Hai Lin, Teresa P. Manzanera, Emmeline G. Poole, Matthew S. Dyer, John B. Claridge, Jon Alaria, Luke M. Daniels, Su Varma, David Rimmer, Kevin Sanderson, Matthew J. Rosseinsky

Subjects: Materials Science (cond-mat.mtrl-sci); Artificial Intelligence (cs.AI)

[47] arXiv:2411.13997 (cross-list from cs.CV) [pdf, html, other]

Title: Mirror Target YOLO: An Improved YOLOv8 Method with Indirect Vision for Heritage Buildings Fire Detection

Jian Liang, JunSheng Cheng

Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)

[48] arXiv:2411.13982 (cross-list from cs.CV) [pdf, html, other]

Title: Safety Without Semantic Disruptions: Editing-free Safe Image Generation via Context-preserving Dual Latent Reconstruction

Jordan Vice, Naveed Akhtar, Richard Hartley, Ajmal Mian

Comments: This research is supported by the NISDRG project #20100007, funded by the Australian Government

Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)

[49] arXiv:2411.13981 (cross-list from cs.CV) [pdf, html, other]

Title: On the Fairness, Diversity and Reliability of Text-to-Image Generative Models

Jordan Vice, Naveed Akhtar, Richard Hartley, Ajmal Mian

Comments: This research is supported by the NISDRG project #20100007, funded by the Australian Government

Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)

[50] arXiv:2411.13979 (cross-list from cs.DC) [pdf, html, other]

Title: FedRAV: Hierarchically Federated Region-Learning for Traffic Object Classification of Autonomous Vehicles

Yijun Zhai, Pengzhan Zhou, Yuepeng He, Fang Qu, Zhida Qin, Xianlong Jiao, Guiyan Liu, Songtao Guo

Comments: 8 pages, 4 figures

Subjects: Distributed, Parallel, and Cluster Computing (cs.DC); Artificial Intelligence (cs.AI)