Xiuyi Fan

ORCID

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 48

Top Venues

Imperial College London, UK (PHD)

Education History

Imperial College London, UK

PHD

Publications

Jamie Andrew Duell, Hsuan Fu, Monika Seisenberger, Xiuyi Fan
QUCE: The Minimisation and Quantification of Path-Based Uncertainty for Generative Counterfactual Explanations. CoRR (2024)
Rathika Suresh Kumar, Kelvin Zhenghao Li, Si Yin Charlene Chia, Li Rong Wang, Vivien Cherng Hui Yip, Wei Kiong Ngo, Yih Yng Ng, Xiuyi Fan
On Identifying Effective Investigations with Feature Finding Using Explainable AI: An Ophthalmology Case Study. AIME (2) (2024)
Shengxin Hong, Xiuyi Fan
On Modeling Multi-Criteria Decision Making with Uncertain Information using Probabilistic Rules. CoRR (2024)
Jamie Andrew Duell, Monika Seisenberger, Xiuyi Fan
Counterfactual-Integrated Gradients: Counterfactual Feature Attribution for Medical Records. BIBM (2023)
Jamie Andrew Duell, Xiuyi Fan, Hsuan Fu, Monika Seisenberger
Batch Integrated Gradients: Explanations for Temporal Electronic Health Records. AIME (2023)
Gaoxia Zhu, Xiuyi Fan, Chenyu Hou, Tianlong Zhong, Peter Seow, Shen-Hsing Annabel Chen, Preman Rajalingam, Low Kin Yew, Tan Lay Poh
Embrace Opportunities and Face Challenges: Using ChatGPT in Undergraduate Students' Collaborative Interdisciplinary Learning. CoRR (2023)
Li Rong Wang, Hsuan Fu, Xiuyi Fan
Stock Price Predictability and the Business Cycle via Machine Learning. CoRR (2023)
Thomas C. Henderson, David Sacharny, Amar Mitiche, Xiuyi Fan, Amelia C. Lessen, Ishaan Rajan, Tessa Nishida
Chop-SAT: A New Approach to Solving SAT and Probabilistic SAT for Agent Knowledge Bases. ICAART (3) (2023)
Jamie Andrew Duell, Monika Seisenberger, Tianlong Zhong, Hsuan Fu, Xiuyi Fan
A Formal Introduction to Batch-Integrated Gradients for Temporal Explanations. ICTAI (2023)
Bryan Lim Cheng Yee, Chenyu Hou, Gaoxia Zhu, Fun Siong Lim, Shengfei Lyu, Xiuyi Fan
A Software Platform for Evaluating Student Essays in Interdisciplinary Learning with Topic Classification Techniques. AIED (Posters/Late Breaking Results/...) (2023)
Xiuyi Fan
Probabilistic Deduction as a Probabilistic Extension of Assumption-based Argumentation. AAMAS (2023)
Xiuyi Fan
Rule-PSAT: Relaxing Rule Constraints in Probabilistic Assumption-Based Argumentation. COMMA (2022)
Veera Raghava Reddy Kovvuri, Siyuan Liu, Monika Seisenberger, Berndt Müller, Xiuyi Fan
On Understanding the Influence of Controllable Factors with a Feature Attribution Algorithm: a Medical Case Study. CoRR (2022)
Jamie Andrew Duell, Xiuyi Fan, Monika Seisenberger
Towards Polynomial Adaptive Local Explanations for Healthcare Classifiers. ISMIS (2022)
Xiuyi Fan, Francesca Toni
Explainable Decision Making with Lean and Argumentative Explanations. CoRR (2022)
Monika Seisenberger, Maurice H. ter Beek, Xiuyi Fan, Alessio Ferrari, Anne E. Haxthausen, Phillip James, Andrew Lawrence, Bas Luttik, Jaco van de Pol, Simon Wimmer
Safe and Secure Future AI-Driven Railway Technologies: Challenges for Formal Methods in Railway. ISoLA (4) (2022)
Xiuyi Fan
Probabilistic Deduction: an Approach to Probabilistic Structured Argumentation. CoRR (2022)
Veera Raghava Reddy Kovvuri, Siyuan Liu, Monika Seisenberger, Xiuyi Fan, Berndt Müller, Hsuan Fu
On Understanding the Influence of Controllable Factors with a Feature Attribution Algorithm: a Medical Case Study. INISTA (2022)
Orcun Yalcin, Xiuyi Fan, Siyuan Liu
Evaluating the Correctness of Explainable AI Algorithms for Classification. CoRR (2021)
Jamie Andrew Duell, Xiuyi Fan, Bruce Burnett, Gert Aarts, Shang-Ming Zhou
A Comparison of Explanations Given by Explainable Artificial Intelligence Methods on Analysing Electronic Health Records. BHI (2021)
Jamie Andrew Duell, Monika Seisenberger, Gert Aarts, Shang-Ming Zhou, Xiuyi Fan
Towards a Shapley Value Graph Framework for Medical peer-influence. CoRR (2021)
Xiuyi Fan, Siyuan Liu
Explainable AI for Classification Using Probabilistic Logic Inference. CICAI (2) (2021)
Siyuan Liu, Mehmet Orcun Yalcin, Hsuan Fu, Xiuyi Fan
An Investigation of the Impact of COVID-19 Non-Pharmaceutical Interventions and Economic Support Policies on Foreign Exchange Markets with Explainable AI Techniques. CoRR (2021)
Marcin Kapcia, Hassan Eshkiki, Jamie Andrew Duell, Xiuyi Fan, Shang-Ming Zhou, Benjamin Mora
ExMed: An AI Tool for Experimenting Explainable AI Techniques on Medical Data Analytics. ICTAI (2021)
James Hinns, Xiuyi Fan, Siyuan Liu, Veera Raghava Reddy Kovvuri, Mehmet Orcun Yalcin, Markus Roggenbach
An Initial Study of Machine Learning Underspecification Using Feature Attribution Explainable AI Algorithms: A COVID-19 Virus Transmission Case Study. PRICAI (1) (2021)
Xiuyi Fan, Siyuan Liu, Jiarong Chen, Thomas C. Henderson
An Investigation of COVID-19 Spreading Factors with Explainable AI Techniques. CoRR (2020)
Xiuyi Fan, Siyuan Liu, Thomas C. Henderson
Explainable AI for Classification using Probabilistic Logic Inference. CoRR (2020)
Thomas C. Henderson, Robert Simmons, Bernard Serbinowski, Michael Cline, David Sacharny, Xiuyi Fan, Amar Mitiche
Probabilistic sentence satisfiability: An approach to PSAT. Artif. Intell. 278 (2020)
Qiaoting Zhong, Xiuyi Fan, Xudong Luo, Francesca Toni
An explainable multi-attribute decision model based on argumentation. Expert Syst. Appl. 117 (2019)
Thomas C. Henderson, Robert Simmons, Bernard Serbinowski, Xiuyi Fan, Amar Mitiche, Michael Cline
Probabilistic Logic for Intelligent Systems. IAS (2018)
Xiuyi Fan
On Generating Explainable Plans with Assumption-Based Argumentation. PRIMA (2018)
Xiuyi Fan
A Temporal Planning Example with Assumption-Based Argumentation. PRIMA (2018)
Zhiwei Zeng, Xiuyi Fan, Chunyan Miao, Cyril Leung, Jing Jih Chin, Yew-Soon Ong
Context-based and Explainable Decision Making with Argumentation. AAMAS (2018)
David Sacharny, Thomas C. Henderson, Robert Simmons, Amar Mitiche, T. Welker, Xiuyi Fan
BRECCIA: A novel multi-source fusion framework for dynamic geospatial data analysis. MFI (2017)
Yang Qiu, Kun Man Li, Eng Chuan Neoh, Huiguo Zhang, Xin Yue Khaw, Xiuyi Fan, Chunyan Miao
Fun-Knee™: A novel smart knee sleeve for Total-Knee-Replacement rehabilitation with gamification. SeGAH (2017)
Xiuyi Fan, Siyuan Liu, Huiguo Zhang, Chunyan Miao, Cyril Leung
Two Forms of Explanations in Computational Assumption-based Argumentation. AAMAS (2017)
Xiuyi Fan, Huiguo Zhang, Cyril Leung, Zhiqi Shen
Robust unobtrusive fall detection using infrared array sensors. MFI (2017)
Kristijonas Cyras, Xiuyi Fan, Claudia Schulz, Francesca Toni
Assumption-based Argumentation: Disputes, Explanations, Preferences. FLAP 4 (8) (2017)
Thomas C. Henderson, Robert Simmons, David Sacharny, Amar Mitiche, Xiuyi Fan
A probabilistic logic for multi-source heterogeneous information fusion. MFI (2017)
Xiuyi Fan, Huiguo Zhang, Cyril Leung, Chunyan Miao
A first step towards explained activity recognition with computational abstract argumentation. MFI (2016)
Xiuyi Fan, Siyuan Liu, Huiguo Zhang, Cyril Leung, Chunyan Miao
Explained Activity Recognition with Computational Assumption-Based Argumentation. ECAI (2016)
Xiuyi Fan, Huiguo Zhang, Cyril Leung, Chunyan Miao
Comparative study of machine learning algorithms for activity recognition with data sequence in home-like environment. MFI (2016)
Siyuan Liu, Xiuyi Fan, Chunyan Miao
Identifying and Rewarding Subcrowds in Crowdsourcing. ECAI (2016)
Xiuyi Fan, Francesca Toni
On the Interplay between Games, Argumentation and Dialogues. AAMAS (2016)
Xiuyi Fan, Francesca Toni
On Computing Explanations in Argumentation. AAAI (2015)
Xiuyi Fan, Francesca Toni
Mechanism Design for Argumentation-Based Information-Seeking and Inquiry. PRIMA (2015)
Lucas Carstens, Xiuyi Fan, Yang Gao, Francesca Toni
An Overview of Argumentation Frameworks for Decision Support. GKR (2015)
Xiuyi Fan, Francesca Toni
On Explanations for Non-Acceptable Arguments. TAFA (2015)
Xiuyi Fan, Francesca Toni
On Computing Explanations in Abstract Argumentation. ECAI (2014)
Xiuyi Fan, Francesca Toni, Andrei Mocanu, Matthew Williams
Dialogical two-agent decision making with assumption-based argumentation. AAMAS (2014)
Qiaoting Zhong, Xiuyi Fan, Francesca Toni, Xudong Luo
Explaining Best Decisions via Argumentation. ECSI (2014)
Xiuyi Fan, Francesca Toni
A general framework for sound assumption-based argumentation dialogues. Artif. Intell. 216 (2014)
Xiuyi Fan, Robert Craven, Ramsay Singer, Francesca Toni, Matthew Williams
Assumption-Based Argumentation for Decision-Making with Preferences: A Medical Case Study. CLIMA (2013)
Xiuyi Fan, Francesca Toni
Decision Making with Assumption-Based Argumentation. TAFA (2013)
Xiuyi Fan, Francesca Toni
Mechanism Design for Argumentation-based Persuasion. COMMA (2012)
Xiuyi Fan, Francesca Toni
Agent Strategies for ABA-based Information-seeking and Inquiry Dialogues. ECAI (2012)
Xiuyi Fan, Francesca Toni
Argumentation Dialogues for Two-Agent Conflict Resolution. COMMA (2012)
Xiuyi Fan
Agent dialogues and argumentation. AAMAS (2011)
Xiuyi Fan, Francesca Toni
Conflict resolution with argumentation dialogues. AAMAS (2011)
Xiuyi Fan, Francesca Toni
Assumption-Based Argumentation Dialogues. IJCAI (2011)
Xiuyi Fan, Francesca Toni
A First Step towards Argumentation Dialogues for Discovery. TAFA (2011)
Xiuyi Fan, Francesca Toni, Adil Hussain
Two-Agent Conflict Resolution with Assumption-Based Argumentation. COMMA (2010)
Xiuyi Fan, Surya P. N. Singh, Florian Oppolzer, Eric Nettleton, Ross Hennessy, Alexander Lowe, Hugh F. Durrant-Whyte
Integrated planning and control of large tracked vehicles in open terrain. ICRA (2010)
Xiuyi Fan, Thomas C. Henderson
Robotshare: a Google for Robots. Int. J. Humanoid Robotics 5 (2) (2008)
Xiuyi Fan, Thanh N. Truong
Towards a Transparent Grid Access an Introduction to Grid Resource Utilization Package in Computational Science and Engineering Online. GCA (2007)

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Publication Activity (10 Years)

Top Topics

Top Venues

Xiuyi Fan