Hsuan Fu

Associate Professor, Finance, Insurance and Real Estate, Université Laval

Joined

February 2025

Names

Hsuan Fu (Preferred)

Emails

****@fsa.ulaval.ca (Confirmed)

Personal Links

Homepage

DBLP

ORCID

Career & Education History

Associate Professor

Finance, Insurance and Real Estate , Université Laval (ulaval.ca)

2024 – Present

Assistant Professor

Finance, Insurance and Real Estate , Université Laval (ulaval.ca)

2019 – 2024

Advisors, Relations & Conflicts

Coauthor

Monika Seisenberger

2020 – Present

Coauthor

Xiuyi Fan

2019 – Present

PhD Advisor

Pasquale Della Corte

2013 – 2019

Expertise

Machine Learning Application

2019 – Present

Finance

2013 – Present

Publications

ReconstructionNet: A Neural Network Architecture for Uncertainty-Aware Predictions with Explainability
Li Rong Wang, Thomas C. Henderson, Hsuan Fu, Yew-Soon Ong, Xiuyi Fan
- Submitted to ICLR 2026
- Readers: Everyone
QUCE: The Minimisation and Quantification of Path-Based Uncertainty for Generative Counterfactual Explanations
Jamie Andrew Duell, Hsuan Fu, Monika Seisenberger, Xiuyi Fan
- CoRR 2024
- Readers: Everyone
A Formal Introduction to Batch-Integrated Gradients for Temporal Explanations
Jamie Andrew Duell, Monika Seisenberger, Tianlong Zhong, Hsuan Fu, Xiuyi Fan
- ICTAI 2023
- Readers: Everyone
Stock Price Predictability and the Business Cycle via Machine Learning
Li Rong Wang, Hsuan Fu, Xiuyi Fan
- CoRR 2023
- Readers: Everyone
Batch Integrated Gradients: Explanations for Temporal Electronic Health Records
Jamie Andrew Duell, Xiuyi Fan, Hsuan Fu, Monika Seisenberger
- AIME 2023
- Readers: Everyone
On Understanding the Influence of Controllable Factors with a Feature Attribution Algorithm: a Medical Case Study
Veera Raghava Reddy Kovvuri, Siyuan Liu, Monika Seisenberger, Xiuyi Fan, Berndt Müller, Hsuan Fu
- INISTA 2022
- Readers: Everyone
An Investigation of the Impact of COVID-19 Non-Pharmaceutical Interventions and Economic Support Policies on Foreign Exchange Markets with Explainable AI Techniques
Siyuan Liu, Mehmet Orcun Yalcin, Hsuan Fu, Xiuyi Fan
- CoRR 2021
- Readers: Everyone

Hsuan Fu

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

ReconstructionNet: A Neural Network Architecture for Uncertainty-Aware Predictions with Explainability

QUCE: The Minimisation and Quantification of Path-Based Uncertainty for Generative Counterfactual Explanations

A Formal Introduction to Batch-Integrated Gradients for Temporal Explanations

Stock Price Predictability and the Business Cycle via Machine Learning

Batch Integrated Gradients: Explanations for Temporal Electronic Health Records

On Understanding the Influence of Controllable Factors with a Feature Attribution Algorithm: a Medical Case Study

An Investigation of the Impact of COVID-19 Non-Pharmaceutical Interventions and Economic Support Policies on Foreign Exchange Markets with Explainable AI Techniques

Co-Authors