Jiri Gesi

Researcher, Amazon Science

Joined

June 2023

Names

Jiri Gesi (Preferred)

Emails

****@uci.edu (Confirmed)

,

****@gmail.com (Confirmed)

,

****@amazon.com (Confirmed)

Personal Links

Career & Education History

Researcher

Amazon Science (amazon.com)

2023 – Present

PhD student

University of California, Irvine (uci.edu)

2019 – 2023

Advisors, Relations & Conflicts

PhD Advisor

2019 – 2023

Expertise

natural language processing

2019 – 2023

code generation

2019 – 2023

large language model

2019 – 2023

Publications

Leveraging Feature Bias for Scalable Misprediction Explanation of Machine Learning Models
Jiri Gesi, Xinyun Shen, Yunfan Geng, Qihong Chen, Iftekhar Ahmed
- Published: 01 Jan 2023, Last Modified: 03 Oct 2023
- ICSE 2023
- Readers: Everyone
Code Smells in Machine Learning Systems
Jiri Gesi, Siqi Liu, Jiawei Li, Iftekhar Ahmed, Nachiappan Nagappan, David Lo, Eduardo Santana de Almeida, Pavneet Singh Kochhar, Lingfeng Bao
- Published: 01 Jan 2022, Last Modified: 03 Oct 2023
- CoRR 2022
- Readers: Everyone
An Empirical Examination of the Impact of Bias on Just-in-time Defect Prediction
Jiri Gesi, Jiawei Li, Iftekhar Ahmed
- Published: 01 Jan 2021, Last Modified: 03 Oct 2023
- ESEM 2021
- Readers: Everyone
Evaluating and Improving Static Analysis Tools Via Differential Mutation Analysis
Alex Groce, Iftekhar Ahmed, Josselin Feist, Gustavo Grieco, Jiri Gesi, Mehran Meidani, Qihong Chen
- Published: 01 Jan 2021, Last Modified: 03 Oct 2023
- QRS 2021
- Readers: Everyone

Co-Authors