Xiuyi Fan

95 papers A* 7A 11B 9C 7Journal 31Unranked 29
YearRankTypeTitle / Venue / Authors
2026 J jnl
CUPID: A Plug-in Framework for Joint Aleatoric and Epistemic Uncertainty Estimation with a Single Model.
CoRR
Xinran Xu, Xiuyi Fan
2026 A* conf
Explainable Melanoma Diagnosis with Contrastive Learning and LLM-based Report Generation.
AAAI
Junwen Zheng, Xinran Xu, Li Rong Wang, Chang Cai, Lucinda Siyun Tan, Dingyuan Wang, Hong Liang Tey, Xiuyi Fan
2026 J jnl
Provably Robust Bayesian Counterfactual Explanations under Model Changes.
CoRR
Jamie Andrew Duell, Xiuyi Fan
2026 J jnl
Robust Uncertainty Estimation under Distribution Shift via Difference Reconstruction.
CoRR
Xinran Xu, Li Rong Wang, Xiuyi Fan
2025 — conf
"My Grade is Wrong!": A Contestable AI Framework for Interactive Feedback in Evaluating Student Essays.
AIED (5)
Shengxin Hong, Chang Cai, Sixuan Du, Haiyue Feng, Siyuan Liu, Xiuyi Fan
2025 J jnl
A Hybrid Approach for Irregular-Time Series Prediction Using Electronic Health Records: An Intensive Care Unit Mortality Case Study.
ACM Trans. Comput. Heal.
Shaojie Zhong, Li Rong Wang, Zhuoxuan Zhan, Yih Yng Ng, Xiuyi Fan
2025 — conf
AI-Powered Classification of Medical Students' Professionalism Profiles.
AIED Companion (1)
Chang Cai, Minyang Chow, Ruth Choe, Xiuyi Fan
2025 — conf
Advancing AI Literacy in Medical Education: A Medical AI Competency Framework Development.
AIED (5)
Chang Cai, Jamie Andrew Duell, Daisy Minghui Chen, Weng Kin Ho, Bernett Teck Kwong Lee, Fang Li, Siyuan Liu, Olivia Ng, Vidya Sudarshan, Shang-Ming Zhou, Gaoxia Zhu, Xiuyi Fan
2025 J jnl
Analyzing the teaching and learning environments through student feedback at scale: a multi-agent LLMs framework.
Educ. Inf. Technol.
Chang Cai, Shengxin Hong, Min Ma, Haiyue Feng, Sixuan Du, Minyang Chow, Winnie Li-Lian Teo, Siyuan Liu, Xiuyi Fan
2025 B conf
Causal SHAP: Feature Attribution with Dependency Awareness through Causal Discovery.
IJCNN
Woon Yee Ng, Li Rong Wang, Siyuan Liu, Xiuyi Fan
2025 J jnl
Causal SHAP: Feature Attribution with Dependency Awareness through Causal Discovery.
CoRR
Woon Yee Ng, Li Rong Wang, Siyuan Liu, Xiuyi Fan
2025 A* conf
Developing a Postgraduate Program for AI in Medicine with Kern's Six-Step Curriculum Development Approach in Singapore.
AAAI
Chang Cai, Michelle Jong, Yih Yng Ng, Jo-Anne Elizabeth Manski-Nankervis, Kum Ying Tham, Preman Rajalingam, Boon Keong Ang, Jennifer Anne Cleland, Joseph Sung, Xiuyi Fan
2025 J jnl
Explainable Melanoma Diagnosis with Contrastive Learning and LLM-based Report Generation.
CoRR
Junwen Zheng, Xinran Xu, Li Rong Wang, Chang Cai, Lucinda Siyun Tan, Dingyuan Wang, Hong Liang Tey, Xiuyi Fan
2025 J jnl
Exploring Undergraduate Students' Computational Thinking Skills Across Engineering Design Processes.
Comput. Appl. Eng. Educ.
Gaoxia Zhu, Jason Fok Kow, Xiuyi Fan, Ibrahim H. Yeter, Lin Su Chit, Yew Soon Ong
2025 J jnl
Integrating Clinical Insights via Hierarchical Inference to Predict Conditions in Bilaterally Symmetric Organs.
IEEE J. Biomed. Health Informatics
Li Rong Wang, Si Yin Charlene Chia, Vivien Cherng Hui Yip, Kelvin Zhenghao Li, Xiuyi Fan
2025 — conf
Interactive Sensemaking with SurveySense: Enhancing Survey Insights Through Human-AI Collaboration on an LLM-Based Platform.
HCI (48)
Jia Hui Bong, Chang Cai, Sing Yee Toh, Siyuan Liu, Xiuyi Fan
2025 B conf
Position Paper: Integrating Explainability and Uncertainty Estimation in Medical AI.
IJCNN
Xiuyi Fan
2025 J jnl
Position Paper: Integrating Explainability and Uncertainty Estimation in Medical AI.
CoRR
Xiuyi Fan
2025 — conf
The Effect of Explainable AI and Uncertainty Quantification on Medical Students' Perspectives of Decision-Making AI: A Cancer Screening Case Study.
CHI Extended Abstracts
Sing Yee Toh, Chang Cai, Li Rong Wang, Xiaoyin Bai, Joanne Ngeow, Xiuyi Fan
2025 J jnl
The Use of Large Language Models in Ophthalmology: A Scoping Review on Current Use-Cases and Considerations for Future Works in This Field.
Big Data Cogn. Comput.
Ye King Clarence See, Khai Shin Alva Lim, Wei Yung Au, Si Yin Charlene Chia, Xiuyi Fan, Kelvin Zhenghao Li
2025 A* conf
Towards Trustworthy Vital Sign Forecasting: Leveraging Uncertainty for Prediction Intervals.
ICDM
Li Rong Wang, Thomas C. Henderson, Yew Soon Ong, Yih Yng Ng, Xiuyi Fan
2025 J jnl
Towards Trustworthy Vital Sign Forecasting: Leveraging Uncertainty for Prediction Intervals.
CoRR
Li Rong Wang, Thomas C. Henderson, Yew Soon Ong, Yih Yng Ng, Xiuyi Fan
2025 — conf
Trading Confidence: Comprehensive Uncertainty Estimation in Algorithmic Trading.
PACIS
Lin Li, Li Rong Wang, Hsuan Fu, Xiuyi Fan
2024 J jnl
"My Grade is Wrong!": A Contestable AI Framework for Interactive Feedback in Evaluating Student Essays.
CoRR
Shengxin Hong, Chang Cai, Sixuan Du, Haiyue Feng, Siyuan Liu, Xiuyi Fan
2024 — conf
Confidence Estimation in Analyzing Intravascular Optical Coherence Tomography Images with Deep Neural Networks.
CAI
Lennard Korte, Li Rong Wang, Xiuyi Fan
2024 B conf
Dynamic Modeling of Patient Vital Signs: Leveraging Markov Chain Principles with Neural Networks for Irregular Time-Series Prediction.
IJCNN
Xin Yun Choy, Li Rong Wang, Thomas C. Henderson, Kelvin Li, Yih Yng Ng, Xiuyi Fan
2024 — conf
Exploring Epistemic and Distributional Uncertainties in Algorithmic Trading Agents.
ICA
Justin Loh Teng Hao, Li Rong Wang, Chang Liu, Chanwoo Choi, Siyuan Liu, Xiuyi Fan
2024 — conf
On Identifying Effective Investigations with Feature Finding Using Explainable AI: An Ophthalmology Case Study.
AIME (2)
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
2024 J jnl
On Modeling Multi-Criteria Decision Making with Uncertain Information using Probabilistic Rules.
CoRR
Shengxin Hong, Xiuyi Fan
2024 A* conf
QUCE: The Minimisation and Quantification of Path-Based Uncertainty for Generative Counterfactual Explanations.
ICDM
Jamie Andrew Duell, Monika Seisenberger, Hsuan Fu, Xiuyi Fan
2024 J jnl
QUCE: The Minimisation and Quantification of Path-Based Uncertainty for Generative Counterfactual Explanations.
CoRR
Jamie Andrew Duell, Hsuan Fu, Monika Seisenberger, Xiuyi Fan
2024 J jnl
The influences of ChatGPT on undergraduate students' demonstrated and perceived interdisciplinary learning.
Educ. Inf. Technol.
Tianlong Zhong, Gaoxia Zhu, Chenyu Hou, Yuhan Wang, Xiuyi Fan
2023 B conf
A Formal Introduction to Batch-Integrated Gradients for Temporal Explanations.
ICTAI
Jamie Andrew Duell, Monika Seisenberger, Tianlong Zhong, Hsuan Fu, Xiuyi Fan
2023 — conf
A Software Platform for Evaluating Student Essays in Interdisciplinary Learning with Topic Classification Techniques.
AIED (Posters/Late Breaking Results/...)
Bryan Lim Cheng Yee, Chenyu Hou, Gaoxia Zhu, Fun Siong Lim, Shengfei Lyu, Xiuyi Fan
2023 B conf
Batch Integrated Gradients: Explanations for Temporal Electronic Health Records.
AIME
Jamie Andrew Duell, Xiuyi Fan, Hsuan Fu, Monika Seisenberger
2023 — conf
Chop-SAT: A New Approach to Solving SAT and Probabilistic SAT for Agent Knowledge Bases.
ICAART (3)
Thomas C. Henderson, David Sacharny, Amar Mitiche, Xiuyi Fan, Amelia C. Lessen, Ishaan Rajan, Tessa Nishida
2023 — conf
Counterfactual-Integrated Gradients: Counterfactual Feature Attribution for Medical Records.
BIBM
Jamie Andrew Duell, Monika Seisenberger, Xiuyi Fan
2023 J jnl
Embrace Opportunities and Face Challenges: Using ChatGPT in Undergraduate Students' Collaborative Interdisciplinary Learning.
CoRR
Gaoxia Zhu, Xiuyi Fan, Chenyu Hou, Tianlong Zhong, Peter Sen Kee Seow, Shen-Hsing Annabel Chen, Preman Rajalingam, Low Kin Yew, Tan Lay Poh
2023 A conf
Probabilistic Deduction as a Probabilistic Extension of Assumption-based Argumentation.
AAMAS
Xiuyi Fan
2023 J jnl
Stock Price Predictability and the Business Cycle via Machine Learning.
CoRR
Li Rong Wang, Hsuan Fu, Xiuyi Fan
2022 J jnl
Explainable Decision Making with Lean and Argumentative Explanations.
CoRR
Xiuyi Fan, Francesca Toni
2022 C conf
On Understanding the Influence of Controllable Factors with a Feature Attribution Algorithm: a Medical Case Study.
INISTA
Veera Raghava Reddy Kovvuri, Siyuan Liu, Monika Seisenberger, Xiuyi Fan, Berndt Müller, Hsuan Fu
2022 J jnl
On Understanding the Influence of Controllable Factors with a Feature Attribution Algorithm: a Medical Case Study.
CoRR
Veera Raghava Reddy Kovvuri, Siyuan Liu, Monika Seisenberger, Berndt Müller, Xiuyi Fan
2022 J jnl
Probabilistic Deduction: an Approach to Probabilistic Structured Argumentation.
CoRR
Xiuyi Fan
2022 C conf
Rule-PSAT: Relaxing Rule Constraints in Probabilistic Assumption-Based Argumentation.
COMMA
Xiuyi Fan
2022 — conf
Safe and Secure Future AI-Driven Railway Technologies: Challenges for Formal Methods in Railway.
ISoLA (4)
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
2022 C conf
Towards Polynomial Adaptive Local Explanations for Healthcare Classifiers.
ISMIS
Jamie Andrew Duell, Xiuyi Fan, Monika Seisenberger
2021 — conf
A Comparison of Explanations Given by Explainable Artificial Intelligence Methods on Analysing Electronic Health Records.
BHI
Jamie Andrew Duell, Xiuyi Fan, Bruce Burnett, Gert Aarts, Shang-Ming Zhou
2021 — conf
An Initial Study of Machine Learning Underspecification Using Feature Attribution Explainable AI Algorithms: A COVID-19 Virus Transmission Case Study.
PRICAI (1)
James Hinns, Xiuyi Fan, Siyuan Liu, Veera Raghava Reddy Kovvuri, Mehmet Orcun Yalcin, Markus Roggenbach
2021 J jnl
An Investigation of the Impact of COVID-19 Non-Pharmaceutical Interventions and Economic Support Policies on Foreign Exchange Markets with Explainable AI Techniques.
CoRR
Siyuan Liu, Mehmet Orcun Yalcin, Hsuan Fu, Xiuyi Fan
2021 J jnl
Evaluating the Correctness of Explainable AI Algorithms for Classification.
CoRR
Orcun Yalcin, Xiuyi Fan, Siyuan Liu
2021 B conf
ExMed: An AI Tool for Experimenting Explainable AI Techniques on Medical Data Analytics.
ICTAI
Marcin Kapcia, Hassan Eshkiki, Jamie Andrew Duell, Xiuyi Fan, Shang-Ming Zhou, Benjamin Mora
2021 — conf
Explainable AI for Classification Using Probabilistic Logic Inference.
CICAI (2)
Xiuyi Fan, Siyuan Liu
2021 J jnl
Towards a Shapley Value Graph Framework for Medical peer-influence.
CoRR
Jamie Andrew Duell, Monika Seisenberger, Gert Aarts, Shang-Ming Zhou, Xiuyi Fan
2020 J jnl
An Investigation of COVID-19 Spreading Factors with Explainable AI Techniques.
CoRR
Xiuyi Fan, Siyuan Liu, Jiarong Chen, Thomas C. Henderson
2020 J jnl
Explainable AI for Classification using Probabilistic Logic Inference.
CoRR
Xiuyi Fan, Siyuan Liu, Thomas C. Henderson
2020 J jnl
Probabilistic sentence satisfiability: An approach to PSAT.
Artif. Intell.
Thomas C. Henderson, Robert Simmons, Bernard Serbinowski, Michael Cline, David Sacharny, Xiuyi Fan, Amar Mitiche
2019 J jnl
An explainable multi-attribute decision model based on argumentation.
Expert Syst. Appl.
Qiaoting Zhong, Xiuyi Fan, Xudong Luo, Francesca Toni
2018 B conf
A Temporal Planning Example with Assumption-Based Argumentation.
PRIMA
Xiuyi Fan
2018 A conf
Context-based and Explainable Decision Making with Argumentation.
AAMAS
Zhiwei Zeng, Xiuyi Fan, Chunyan Miao, Cyril Leung, Jing Jih Chin, Yew-Soon Ong
2018 B conf
On Generating Explainable Plans with Assumption-Based Argumentation.
PRIMA
Xiuyi Fan
2018 C conf
Probabilistic Logic for Intelligent Systems.
IAS
Thomas C. Henderson, Robert Simmons, Bernard Serbinowski, Xiuyi Fan, Amar Mitiche, Michael Cline
2017 — conf
A probabilistic logic for multi-source heterogeneous information fusion.
MFI
Thomas C. Henderson, Robert Simmons, David Sacharny, Amar Mitiche, Xiuyi Fan
2017 J jnl
Assumption-based Argumentation: Disputes, Explanations, Preferences.
FLAP
Kristijonas Cyras, Xiuyi Fan, Claudia Schulz, Francesca Toni
2017 — conf
BRECCIA: A novel multi-source fusion framework for dynamic geospatial data analysis.
MFI
David Sacharny, Thomas C. Henderson, Robert Simmons, Amar Mitiche, T. Welker, Xiuyi Fan
2017 — conf
Fun-Knee™: A novel smart knee sleeve for Total-Knee-Replacement rehabilitation with gamification.
SeGAH
Yang Qiu, Kun Man Li, Eng Chuan Neoh, Huiguo Zhang, Xin Yue Khaw, Xiuyi Fan, Chunyan Miao
2017 — conf
Robust unobtrusive fall detection using infrared array sensors.
MFI
Xiuyi Fan, Huiguo Zhang, Cyril Leung, Zhiqi Shen
2017 A conf
Two Forms of Explanations in Computational Assumption-based Argumentation.
AAMAS
Xiuyi Fan, Siyuan Liu, Huiguo Zhang, Chunyan Miao, Cyril Leung
2016 — conf
A first step towards explained activity recognition with computational abstract argumentation.
MFI
Xiuyi Fan, Huiguo Zhang, Cyril Leung, Chunyan Miao
2016 — conf
Comparative study of machine learning algorithms for activity recognition with data sequence in home-like environment.
MFI
Xiuyi Fan, Huiguo Zhang, Cyril Leung, Chunyan Miao
2016 A conf
Explained Activity Recognition with Computational Assumption-Based Argumentation.
ECAI
Xiuyi Fan, Siyuan Liu, Huiguo Zhang, Cyril Leung, Chunyan Miao
2016 A conf
Identifying and Rewarding Subcrowds in Crowdsourcing.
ECAI
Siyuan Liu, Xiuyi Fan, Chunyan Miao
2016 A conf
On the Interplay between Games, Argumentation and Dialogues.
AAMAS
Xiuyi Fan, Francesca Toni
2015 — conf
An Overview of Argumentation Frameworks for Decision Support.
GKR
Lucas Carstens, Xiuyi Fan, Yang Gao, Francesca Toni
2015 B conf
Mechanism Design for Argumentation-Based Information-Seeking and Inquiry.
PRIMA
Xiuyi Fan, Francesca Toni
2015 A* conf
On Computing Explanations in Argumentation.
AAAI
Xiuyi Fan, Francesca Toni
2015 — conf
On Explanations for Non-Acceptable Arguments.
TAFA
Xiuyi Fan, Francesca Toni
2014 J jnl
A general framework for sound assumption-based argumentation dialogues.
Artif. Intell.
Xiuyi Fan, Francesca Toni
2014 A conf
Dialogical two-agent decision making with assumption-based argumentation.
AAMAS
Xiuyi Fan, Francesca Toni, Andrei Mocanu, Matthew Williams
2014 — conf
Explaining Best Decisions via Argumentation.
ECSI
Qiaoting Zhong, Xiuyi Fan, Francesca Toni, Xudong Luo
2014 A conf
On Computing Explanations in Abstract Argumentation.
ECAI
Xiuyi Fan, Francesca Toni
2013 — conf
Assumption-Based Argumentation for Decision-Making with Preferences: A Medical Case Study.
CLIMA
Xiuyi Fan, Robert Craven, Ramsay Singer, Francesca Toni, Matthew Williams
2013 — conf
Decision Making with Assumption-Based Argumentation.
TAFA
Xiuyi Fan, Francesca Toni
2012 A conf
Agent Strategies for ABA-based Information-seeking and Inquiry Dialogues.
ECAI
Xiuyi Fan, Francesca Toni
2012 C conf
Argumentation Dialogues for Two-Agent Conflict Resolution.
COMMA
Xiuyi Fan, Francesca Toni
2012 — —
Assumption-based argumentation dialogues.
Xiuyi Fan
2012 C conf
Mechanism Design for Argumentation-based Persuasion.
COMMA
Xiuyi Fan, Francesca Toni
2011 — conf
A First Step towards Argumentation Dialogues for Discovery.
TAFA
Xiuyi Fan, Francesca Toni
2011 A conf
Agent dialogues and argumentation.
AAMAS
Xiuyi Fan
2011 A* conf
Assumption-Based Argumentation Dialogues.
IJCAI
Xiuyi Fan, Francesca Toni
2011 A conf
Conflict resolution with argumentation dialogues.
AAMAS
Xiuyi Fan, Francesca Toni
2010 A* conf
Integrated planning and control of large tracked vehicles in open terrain.
ICRA
Xiuyi Fan, Surya P. N. Singh, Florian Oppolzer, Eric Nettleton, Ross Hennessy, Alexander Lowe, Hugh F. Durrant-Whyte
2010 C conf
Two-Agent Conflict Resolution with Assumption-Based Argumentation.
COMMA
Xiuyi Fan, Francesca Toni, Adil Hussain
2008 J jnl
Robotshare: a Google for Robots.
Int. J. Humanoid Robotics
Xiuyi Fan, Thomas C. Henderson
2007 — conf
Towards a Transparent Grid Access an Introduction to Grid Resource Utilization Package in Computational Science and Engineering Online.
GCA
Xiuyi Fan, Thanh N. Truong