Peiyu Li

Joined

February 2024

Names

Peiyu Li (Preferred)

Emails

****@usu.edu (Confirmed)

Personal Links

Google Scholar

ORCID

Career & Education History

PhD student

Computer Science, Utah State University (usu.edu)

2021 – 2025

Advisors, Relations & Conflicts

PhD Advisor

Soukaina Filali Boubrahimi

Present

Expertise

Time series classification

Present

Explainable Artificial Intelligence

Present

Time series clustering

Present

Data augmentation

Present

Publications

TexTSC: Class-Texture Preserving Data Condensation for Time Series Classification
Pouya Hosseinzadeh, Peiyu Li, Omar Bahri, Soukaina Filali Boubrahimi, Shah Muhammad Hamdi
- AISTATS 2026 Poster
- Readers: Everyone
Counterfactual Explanations for Time Series Data via Reinforcement Learning
Peiyu Li, Omar Bahri, Pouya Hosseinzadeh, Soukaina Filali Boubrahimi, Shah Muhammad Hamdi
- Submitted to ICLR 2026
- Readers: Everyone
Motif Alignment for Time Series Data Augmentation
Omar Bahri, Peiyu Li, Soukaina Filali Boubrahimi, Shah Muhammad Hamdi
- Published: 01 Jan 2023, Last Modified: 12 Feb 2024
- DaWaK 2023
- Readers: Everyone
Multiloss-Based Optimization for Time Series Data Augmentation
Omar Bahri, Peiyu Li, Soukaïna Filali Boubrahimi, Shah Muhammad Hamdi
- Published: 01 Jan 2023, Last Modified: 12 Feb 2024
- IEEE Big Data 2023
- Readers: Everyone
CELS: Counterfactual Explanations for Time Series Data via Learned Saliency Maps
Peiyu Li, Omar Bahri, Soukaïna Filali Boubrahimi, Shah Muhammad Hamdi
- Published: 01 Jan 2023, Last Modified: 12 Feb 2024
- IEEE Big Data 2023
- Readers: Everyone
Attention-Based Counterfactual Explanation for Multivariate Time Series
Peiyu Li, Omar Bahri, Soukaïna Filali Boubrahimi, Shah Muhammad Hamdi
- Published: 01 Jan 2023, Last Modified: 12 Feb 2024
- DaWaK 2023
- Readers: Everyone
SG-CF: Shapelet-Guided Counterfactual Explanation for Time Series Classification
Peiyu Li, Omar Bahri, Soukaïna Filali Boubrahimi, Shah Muhammad Hamdi
- Published: 01 Jan 2022, Last Modified: 12 Feb 2024
- IEEE Big Data 2022
- Readers: Everyone
Motif-Guided Time Series Counterfactual Explanations
Peiyu Li, Soukaïna Filali Boubrahimi, Shah Muhammad Hamdi
- Published: 01 Jan 2022, Last Modified: 12 Feb 2024
- ICPR Workshops (3) 2022
- Readers: Everyone
Shapelets-based Data Augmentation for Time Series Classification
Peiyu Li, Soukaïna Filali Boubrahimi, Shah Muhammad Hamdi
- Published: 01 Jan 2021, Last Modified: 12 Feb 2024
- ICMLA 2021
- Readers: Everyone
Graph-based Clustering for Time Series Data
Peiyu Li, Soukaïna Filali Boubrahimi, Shah Muhammad Hamdi
- Published: 01 Jan 2021, Last Modified: 12 Feb 2024
- IEEE BigData 2021
- Readers: Everyone

Peiyu Li

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Co-Authors