Human-Centered Explainable AI (XAI): From Algorithms to User Experiences

20 October 2021

Papers citing "Human-Centered Explainable AI (XAI): From Algorithms to User Experiences"

50 / 121 papers shown

Title
Towards a Humanized Social-Media Ecosystem: AI-Augmented HCI Design Patterns for Safety, Agency & Well-Being Mohd Ruhul Ameen Akif Islam 104 0 0 08 Nov 2025
From Explainability to Action: A Generative Operational Framework for Integrating XAI in Clinical Mental Health Screening Ratna Kandala Akshata Kishore Moharir Divya Arvinda Nayak 93 0 0 10 Oct 2025
Integrating Domain Knowledge into Process Discovery Using Large Language Models Ali Norouzifar Humam Kourani Marcus Dees Wil M.P. van der Aalst 72 0 0 08 Oct 2025
Structuring Reasoning for Complex Rules Beyond Flat Representations Zhihao Yang Ancheng Xu Jingpeng Li Liang Yan Jiehui Zhou ... A. Argha Hamid Alinejad-Rokny Minghuan Tan Yujun Cai Min Yang LRM 135 0 0 01 Oct 2025
From Sea to System: Exploring User-Centered Explainable AI for Maritime Decision Support Doreen Jirak Pieter Maes Armeen Saroukanoff Dirk van Rooy 44 0 0 18 Sep 2025
Secure Human Oversight of AI: Exploring the Attack Surface of Human Oversight Jonas C. Ditz Veronika Lazar Elmar Lichtmeß Carola Plesch Matthias Heck Kevin Baum Markus Langer AAML 158 0 0 15 Sep 2025
GenTune: Toward Traceable Prompts to Improve Controllability of Image Refinement in Environment DesignACM Symposium on User Interface Software and Technology (UIST), 2025 Wen-Fan Wang Ting-Ying Lee Chien-Ting Lu Che-Wei Hsu Nil Ponsa Campany Yu-Mei Chen Mike Y. Chen Bing-Yu Chen DiffM 147 2 0 21 Aug 2025
Informative Post-Hoc Explanations Only Exist for Simple Functions Eric Günther Balázs Szabados Robi Bhattacharjee Sebastian Bordt U. V. Luxburg FAtt 105 1 0 15 Aug 2025
AIAP: A No-Code Workflow Builder for Non-Experts with Natural Language and Multi-Agent Collaboration Hyunjn An Yongwon Kim Wonduk Seo Joonil Park Daye Kang Changhoon Oh Dokyun Kim Seunghyun Lee 76 0 0 04 Aug 2025
Mind the XAI Gap: A Human-Centered LLM Framework for Democratizing Explainable AI Eva Paraschou Ioannis Arapakis Sofia Yfantidou Sebastian Macaluso Athena Vakali 148 0 0 13 Jun 2025
Evaluating Model Explanations without Ground TruthConference on Fairness, Accountability and Transparency (FAccT), 2025 Kaivalya Rawal Zihao Fu Eoin Delaney Chris Russell FAtt XAI 285 1 0 15 May 2025
See What I Mean? CUE: A Cognitive Model of Understanding Explanations Tobias Labarta Nhi Hoang Katharina Weitz Wojciech Samek Sebastian Lapuschkin Leander Weber 209 0 0 09 May 2025
Exploring the Impact of Explainable AI and Cognitive Capabilities on Users' Decisions Federico Maria Cau Lucio Davide Spano 227 2 0 02 May 2025
Integrating Identity-Based Identification against Adaptive Adversaries in Federated LearningIEEE Access (IEEE Access), 2025 Jakub Kacper Szelag Ji-Jian Chin Lauren Ansell Sook-Chin Yip 206 0 0 03 Apr 2025
Investigating the Capabilities and Limitations of Machine Learning for Identifying Bias in English Language Data with Information and Heritage ProfessionalsInternational Conference on Human Factors in Computing Systems (CHI), 2025 Lucy Havens Benjamin Bach Melissa Mhairi Terras Beatrice Alex 291 1 0 01 Apr 2025
Explainable AI-Based Interface System for Weather Forecasting ModelInteracción (HCII), 2025 Soyeon Kim Junho Choi Yeji Choi Subeen Lee Artyom Stitsyuk Minkyoung Park Seongyeop Jeong Youhyun Baek Jaesik Choi XAI 273 6 0 01 Apr 2025
Show Me the Work: Fact-Checkers' Requirements for Explainable Automated Fact-CheckingInternational Conference on Human Factors in Computing Systems (CHI), 2025 Greta Warren Irina Shklovski Isabelle Augenstein OffRL 543 26 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
ExpProof : Operationalizing Explanations for Confidential Models with ZKPs Chhavi Yadav Evan Monroe Laufer Dan Boneh Kamalika Chaudhuri 463 1 0 06 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
Fine-Grained Appropriate Reliance: Human-AI Collaboration with a Multi-Step Transparent Decision Workflow for Complex Task Decomposition Gaole He Patrick Hemmer Michael Vossing Max Schemmer U. Gadiraju 328 1 0 19 Jan 2025
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
Challenges in Human-Agent Communication Gagan Bansal J. W. Vaughan Saleema Amershi Eric Horvitz Adam Fourney Hussein Mozannar Victor C. Dibia Daniel S. Weld LLMAG AAML AI4CE 249 10 0 28 Nov 2024
GPT for Games: An Updated Scoping Review (2020-2024)IEEE Transactions on Games (IEEE Trans. Games), 2024 Daijin Yang Erica Kleinman Casper Harteveld LLMAG AI4TS AI4CE 512 14 0 01 Nov 2024
Fool Me Once? Contrasting Textual and Visual Explanations in a Clinical Decision-Support SettingConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Maxime Kayser Bayar I. Menzat Cornelius Emde Bogdan Bercean Alex Novak Abdala Espinosa B. Papież Susanne Gaube Thomas Lukasiewicz Oana-Maria Camburu 409 10 0 16 Oct 2024
Explaining Explaining S. Nirenburg M. McShane Kenneth W. Goodman Sanjay Oruganti 197 0 0 26 Sep 2024
Interactive Example-based Explanations to Improve Health Professionals' Onboarding with AI for Human-AI Collaborative Decision MakingEuropean Conference on Artificial Intelligence (ECAI), 2024 Min Hun Lee Renee Bao Xuan Ng Silvana Xin Yi Choo S. Thilarajah 215 1 0 24 Sep 2024
To Err Is AI! Debugging as an Intervention to Facilitate Appropriate Reliance on AI SystemsACM Conference on Hypertext & Social Media (HT), 2024 Gaole He Abri Bharos U. Gadiraju 209 6 0 22 Sep 2024
Predicting Trust In Autonomous Vehicles: Modeling Young Adult Psychosocial Traits, Risk-Benefit Attitudes, And Driving Factors With Machine LearningInternational Conference on Human Factors in Computing Systems (CHI), 2024 Robert Kaufman Emi Lee Manas Satish Bedmutha David Kirsh Nadir Weibel 237 4 0 13 Sep 2024
How to Measure Human-AI Prediction Accuracy in Explainable AI Systems Sujay Koujalgi Andrew Anderson Iyadunni Adenuga Shikha Soneji Rupika Dikkala ... Leo Soccio Sourav Panda Rupak Kumar Das Margaret Burnett Jonathan Dodge 187 3 0 23 Aug 2024
Explainable AI Reloaded: Challenging the XAI Status Quo in the Era of Large Language Models Upol Ehsan Mark O. Riedl 226 7 0 09 Aug 2024
Improving Steering and Verification in AI-Assisted Data Analysis with Interactive Task Decomposition Majeed Kazemitabaar Jack Williams Ian Drosos Tovi Grossman Austin Z. Henley Carina Negreanu Advait Sarkar 239 42 0 02 Jul 2024
Transferring Domain Knowledge with (X)AI-Based Learning Systems Philipp Spitzer Niklas Kühl Marc Goutier Manuel Kaschura G. Satzger 172 3 0 03 Jun 2024
The AI-DEC: A Card-based Design Method for User-centered AI Explanations Christine P. Lee M. Lee Bilge Mutlu HAI 213 10 0 26 May 2024
Navigating AI Fallibility: Examining People's Reactions and Perceptions of AI after Encountering Personality Misrepresentations Qiaosi Wang Chidimma L. Anyi V. D. Swain Ashok K. Goel 179 0 0 25 May 2024
Towards a Unified Framework for Evaluating Explanations Juan D. Pinto Luc Paquette 271 3 0 22 May 2024
Exploring Subjectivity for more Human-Centric Assessment of Social Biases in Large Language Models Paula Akemi Aoyagui Sharon Ferguson Anastasia Kuzminykh 212 1 0 17 May 2024
Design Requirements for Human-Centered Graph Neural Network Explanations Pantea Habibi Peyman Baghershahi Sourav Medya Debaleena Chattopadhyay 157 2 0 11 May 2024
Fiper: a Visual-based Explanation Combining Rules and Feature Importance Eleonora Cappuccio D. Fadda Rosa Lanzilotti Salvatore Rinzivillo FAtt 117 1 0 25 Apr 2024
Explaining AI Decisions: Towards Achieving Human-Centered Explainability in Smart Home Environments Md. Shajalal Alexander Boden Gunnar Stevens Delong Du Dean-Robin Kern 179 4 0 23 Apr 2024
Exploring Algorithmic Explainability: Generating Explainable AI Insights for Personalized Clinical Decision Support Focused on Cannabis Intoxication in Young Adults Tongze Zhang Tammy Chung Anind Dey Sang Won Bae 198 4 0 22 Apr 2024
Evaluating the Explainability of Attributes and Prototypes for a Medical Classification Model Luisa Gallée C. Lisson C. Lisson Daniela Drees Felix Weig D. Vogele Meinrad Beer Michael Götz 184 4 0 15 Apr 2024
Interaction as Explanation: A User Interaction-based Method for Explaining Image Classification Models Hyeonggeun Yun 197 0 0 15 Apr 2024
Incremental XAI: Memorable Understanding of AI with Incremental ExplanationsInternational Conference on Human Factors in Computing Systems (CHI), 2024 Jessica Y. Bo Pan Hao Brian Y Lim CLL 165 13 0 10 Apr 2024
Explainability in JupyterLab and Beyond: Interactive XAI Systems for Integrated and Collaborative Workflows G. Guo Dustin L. Arendt Alex Endert 223 1 0 02 Apr 2024
Towards Human-AI Deliberation: Design and Evaluation of LLM-Empowered Deliberative AI for AI-Assisted Decision-Making Shuai Ma Qiaoyi Chen Xinru Wang Chengbo Zheng Zhenhui Peng Ming Yin Xiaojuan Ma ELM 293 42 0 25 Mar 2024
(Un)making AI Magic: a Design TaxonomyInternational Conference on Human Factors in Computing Systems (CHI), 2024 M. Lupetti Dave Murray-Rust 146 23 0 22 Mar 2024
How Human-Centered Explainable AI Interface Are Designed and Evaluated: A Systematic Survey Thu Nguyen Alessandro Canossa Jichen Zhu 159 9 0 21 Mar 2024
"Are You Really Sure?" Understanding the Effects of Human Self-Confidence Calibration in AI-Assisted Decision MakingInternational Conference on Human Factors in Computing Systems (CHI), 2024 Shuai Ma Xinru Wang Ying Lei Chuhan Shi Ming Yin Xiaojuan Ma 204 45 0 14 Mar 2024