Papers citing 'Explainable Artificial Intelligence (XAI): Concepts, Taxonomies, Opportunities and Challenges toward Responsible AI'

Title
The Algorithmic State Architecture (ASA): An Integrated Framework for AI-Enabled Government Zeynep Engin Jon Crowcroft David Hand Philip Treleaven 320 4 0 11 Mar 2025
Exploring Bias in over 100 Text-to-Image Generative Models Jordan Vice Naveed Akhtar Leonid Sigal Lin Wang EGVM 235 6 0 11 Mar 2025
Is My Text in Your AI Model? Gradient-based Membership Inference Test applied to LLMs Gonzalo Mancera Daniel DeAlcala Julian Fierrez Ruben Tolosana Aythami Morales 306 6 0 10 Mar 2025
Actionable AI: Enabling Non Experts to Understand and Configure AI Systems Cécile Boulard Sruthi Viswanathan Wanda Fey Thierry Jacquin 120 0 0 09 Mar 2025
Compliance of AI Systems Julius Schöning Niklas Kruse 245 2 0 07 Mar 2025
Physics-based machine learning framework for predicting NOx emissions from compression ignition engines using on-board diagnostics data Harish Selvam B. Jayaprakash Yan Li Shashi Shekhar W. Northrop 124 1 0 07 Mar 2025
Unity RL Playground: A Versatile Reinforcement Learning Framework for Mobile Robots Linqi Ye Rankun Li Xiaowen Hu Jiayi Li Boyang Xing Yan Peng Bin Liang 278 1 0 07 Mar 2025
A Unified Framework with Novel Metrics for Evaluating the Effectiveness of XAI Techniques in LLMs Melkamu Mersha Mesay Gemeda Yigezu Hassan Shakil Ali Al shami SangHyun Byun Jugal Kalita 410 7 0 06 Mar 2025
VirtualXAI: A User-Centric Framework for Explainability Assessment Leveraging GPT-Generated Personas Georgios Makridis Vasileios Koukos G. Fatouros D. Kyriazis 275 2 0 06 Mar 2025
Enhancing the Product Quality of the Injection Process Using eXplainable Artificial Intelligence Jisoo Hong Yongmin Hong Jung-Woo Baek Sung-Woo Kang 170 3 0 04 Mar 2025
AI Enabled User-Specific Cyberbullying Severity Detection with Explainability Tabia Tanzin Prama Jannatul Ferdaws Amrin M. Anwar Iqbal H. Sarker 226 0 0 04 Mar 2025
Re-Imagining Multimodal Instruction Tuning: A Representation ViewInternational Conference on Learning Representations (ICLR), 2025 Yiyang Liu James Liang Ruixiang Tang Yugyung Lee Majid Rabbani ... Raghuveer M. Rao Lifu Huang Dongfang Liu Qifan Wang Cheng Han 1.0K 9 0 02 Mar 2025
Towards Zero Touch Networks: Cross-Layer Automated Security Solutions for 6G Wireless NetworksIEEE Transactions on Communications (IEEE Trans. Commun.), 2025 Li Yang Shimaa A. Naser Abdallah Shami Sami Muhaidat Lyndon Ong Merouane Debbah 247 4 0 28 Feb 2025
EXALT: EXplainable ALgorithmic Tools for Optimization Problems Zuzanna Bączek Michał Bizoń Aneta Pawelec Piotr Sankowski 87 0 0 28 Feb 2025
Enabling AutoML for Zero-Touch Network Security: Use-Case Driven AnalysisIEEE Transactions on Network and Service Management (TNSM), 2024 Li Yang Mirna El Rajab Abdallah Shami Sami Muhaidat 323 23 0 28 Feb 2025
A Deep User Interface for Exploring LLaMa Divya Perumal Swaroop Panda 195 0 0 28 Feb 2025
GNN-XAR: A Graph Neural Network for Explainable Activity Recognition in Smart Homes Michele Fiori Davide Mor Gabriele Civitarese Claudio Bettini 155 2 0 25 Feb 2025
Comprehensive Analysis of Transparency and Accessibility of ChatGPT, DeepSeek, And other SoTA Large Language Models Ranjan Sapkota Shaina Raza Manoj Karkee 241 14 0 21 Feb 2025
SALTY: Explainable Artificial Intelligence Guided Structural Analysis for Hardware Trojan DetectionIEEE VLSI Test Symposium (VTS), 2025 Tanzim Mahfuz Pravin Gaikwad Tasneem Suha Swarup Bhunia Prabuddha Chakraborty 114 1 0 21 Feb 2025
Near Optimal Decision Trees in a SPLIT Second Varun Babbar Hayden McTavish Cynthia Rudin Margo Seltzer 220 2 0 21 Feb 2025
From Abstract to Actionable: Pairwise Shapley Values for Explainable AI Jiaxin Xu Hung Chau Angela Burden TDI 330 2 0 18 Feb 2025
AI-Assisted Decision Making with Human LearningACM Conference on Economics and Computation (EC), 2025 Gali Noti Kate Donahue Jon M. Kleinberg Sigal Oren 568 2 0 18 Feb 2025
Policy-to-Language: Train LLMs to Explain Decisions with Flow-Matching Generated Rewards Xinyi Yang Liang Zeng Heng Dong Chao Yu Xiaojun Wu H. Yang Yu Wang Milind Tambe Tonghan Wang 303 5 0 18 Feb 2025
Recent Advances in Malware Detection: Graph Learning and Explainability Hossein Shokouhinejad Roozbeh Razavi-Far Hesamodin Mohammadian Mahdi Rabbani Samuel Ansong Griffin Higgins Ali Ghorbani AAML 492 10 0 14 Feb 2025
Data2Concept2Text: An Explainable Multilingual Framework for Data Analysis NarrationInternational Conference on Logic Programming (ICLP), 2025 Flavio Bertini A. D. Palù Federica Zaglio Francesco Fabiano Andrea Formisano 214 0 0 13 Feb 2025
Fostering Appropriate Reliance on Large Language Models: The Role of Explanations, Sources, and InconsistenciesInternational Conference on Human Factors in Computing Systems (CHI), 2025 Sunnie S. Y. Kim J. Vaughan Q. V. Liao Tania Lombrozo Olga Russakovsky 490 23 0 12 Feb 2025
VisTA: Vision-Text Alignment Model with Contrastive Learning using Multimodal Data for Evidence-Driven, Reliable, and Explainable Alzheimer's Disease Diagnosis Duy-Cat Can Linh D. Dang Quang-Huy Tang Dang Minh Ly Huong Ha Guillaume Blanc Oliver Y. Chén Binh T. Nguyen 238 2 0 03 Feb 2025
Compact Rule-Based Classifier Learning via Gradient Descent Javier Fumanal-Idocin Raquel Fernandez-Peralta Javier Andreu-Perez 342 2 0 03 Feb 2025
Comprehensive Modeling Approaches for Forecasting Bitcoin Transaction Fees: A Comparative StudyComputer Vision Conference (CV), 2025 Jiangqin Ma Erfan Mahmoudinia AI4TS 249 0 0 03 Feb 2025
Federated Learning with Discriminative Naive Bayes Classifier Pablo Torrijos Juan C. Alfaro J. A. Gamez J. M. Puerta FedML 203 1 0 03 Feb 2025
FedGES: A Federated Learning Approach for BN Structure LearningIFIP Working Conference on Database Semantics (IWDS), 2025 Pablo Torrijos J. A. Gamez J. M. Puerta FedML 304 5 0 03 Feb 2025
Is Conversational XAI All You Need? Human-AI Decision Making With a Conversational XAI AssistantInternational Conference on Intelligent User Interfaces (IUI), 2025 Gaole He Nilay Aishwarya U. Gadiraju 317 25 0 29 Jan 2025
Beyond SHAP and Anchors: A large-scale experiment on how developers struggle to design meaningful end-user explanations Zahra Abba Omar Nadia Nahar Jacob Tjaden Inès M. Gilles Fikir Mekonnen Jane Hsieh Jane Hsieh Christian Kästner Alka Menon FaML 212 0 0 28 Jan 2025
Symbolic Knowledge Extraction and Injection with Sub-symbolic Predictors: A Systematic Literature ReviewACM Computing Surveys (ACM CSUR), 2024 Giovanni Ciatto Federico Sabbatini Andrea Agiollo Matteo Magnini Andrea Omicini 204 27 0 28 Jan 2025
Evaluating the Effectiveness of XAI Techniques for Encoder-Based Language ModelsKnowledge-Based Systems (KBS), 2025 Melkamu Mersha Mesay Gemeda Yigezu Jugal Kalita ELM 414 11 0 26 Jan 2025
GL-ICNN: An End-To-End Interpretable Convolutional Neural Network for the Diagnosis and Prediction of Alzheimer's DiseaseIEEE International Symposium on Biomedical Imaging (ISBI), 2025 Wenjie Kang L. Jiskoot Peter De Deyn G. Biessels Huiberdina Koek ... H. Middelkoop W. M. van der Flier Willemijn J. Jansen S. Klein Esther E. Bron 226 0 0 20 Jan 2025
A Comparative Analysis of DNN-based White-Box Explainable AI Methods in Network SecurityEURASIP Journal on Information Security (EURASIP J. Inf. Secur.), 2025 Osvaldo Arreche Mustafa Abdallah AAML 401 7 0 14 Jan 2025
Faithful Counterfactual Visual Explanations (FCVE)Knowledge-Based Systems (KBS), 2024 Bismillah Khan Syed Ali Tariq Tehseen Zia Muhammad Ahsan David Windridge 188 1 0 12 Jan 2025
Towards Counterfactual and Contrastive Explainability and Transparency of DCNN Image ClassifiersKnowledge-Based Systems (KBS), 2022 Syed Ali Tariq Tehseen Zia Mubeen Ghafoor AAML 290 9 0 12 Jan 2025
Explaining k-Nearest Neighbors: Abductive and Counterfactual Explanations Pablo Barceló Chris Köcher Miguel Romero Orth Bernardo Subercaseaux José Verschae FAtt 244 9 0 10 Jan 2025
Geometric-Based Nail Segmentation for Clinical MeasurementsMultimedia tools and applications (MTA), 2022 Bernat Galmés Gabriel Moyà Alcover Pedro Bibiloni J. Varona Antoni Jaume-i-Capó 105 2 0 10 Jan 2025
On the Probability of Necessity and Sufficiency of Explaining Graph Neural Networks: A Lower Bound Optimization ApproachNeural Networks (NN), 2022 Ruichu Cai Yuxuan Zhu Xuexin Chen Yuan Fang Ruibing Jin Jie Qiao Zijian Li 383 10 0 31 Dec 2024
Enhancing Cancer Diagnosis with Explainable & Trustworthy Deep Learning Models Badaru I. Olumuyiwa The Anh Han Zia U. Shamszaman 103 2 0 23 Dec 2024
Designing Visual Explanations and Learner Controls to Engage Adolescents in AI-Supported Exercise SelectionInternational Conference on Learning Analytics and Knowledge (LAK), 2024 Jeroen Ooge Arno Vanneste Maxwell Szymanski K. Verbert 192 1 0 20 Dec 2024
A Review of Multimodal Explainable Artificial Intelligence: Past, Present and Future Shilin Sun Wenbin An Feng Tian Fang Nan Qidong Liu Jing Liu N. Shah Ping Chen 336 19 0 18 Dec 2024
From approximation error to optimality gap - Explaining the performance impact of opportunity cost approximation in integrated demand management and vehicle routing David Fleckenstein Robert Klein Vienna Klein Claudius Steinhardt 169 0 0 18 Dec 2024
Lightweight Safety Classification Using Pruned Language Models Mason Sawtell Tula Masterman Sandi Besen Jim Brown 212 4 0 18 Dec 2024
Stabilizing Machine Learning for Reproducible and Explainable Results: A Novel Validation Approach to Subject-Specific Insights Gideon Vos L. V. Eijk Zoltán Sarnyai M. R. Azghadi 195 1 0 16 Dec 2024
Development of an End-to-end Machine Learning System with Application to In-app Purchases Dionysios Varelas Elena Bonan Lewis Anderson Anders Englesson Christoffer Åhrling Adrian Chmielewski-Anders OffRL 313 0 0 16 Dec 2024
Biological and Radiological Dictionary of Radiomics Features: Addressing Understandable AI Issues in Personalized Prostate Cancer; Dictionary Version PM1.0 Mohammad R. Salmanpour Sajad Amiri Sara Gharibi Ahmad Shariftabrizi Yixi Xu William B. Weeks Arman Rahmim Ilker Hacihaliloglu MedIm 245 4 0 14 Dec 2024