Jiri Gesi

According to our database, Jiri Gesi authored at least 11 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

SEA4DQ 2024 Workshop Summary.

Tim Menzies, Bowen Xu, Hong Jin Kang, Jie M. Zhang, Jiri Gesi, Sagar Sen, Beatriz Cassoli, Nicolas Jourdan, Jieke Shi, Phu Hong Nguyen, Valentina Golendukhina

ACM SIGSOFT Softw. Eng. Notes, October, 2024

Does the Order of Fine-tuning Matter and Why?

Qihong Chen, Jiawei Li, Hyunjae Suh, Lianghao Jiang, Zheng Zhou, Jingze Chen, Jiri Gesi, Iftekhar Ahmed

CoRR, 2024

Towards Robustness Analysis of E-Commerce Ranking System.

Ningfei Wang, Yupin Huang, Han Cheng, Jiri Gesi, Xiaojie Wang, Vivek Mittal

CoRR, 2024

Beyond Self-learned Attention: Mitigating Attention Bias in Transformer-based Models Using Attention Guidance.

Jiri Gesi, Iftekhar Ahmed

CoRR, 2024

Towards Robustness Analysis of E-Commerce Ranking System.

Ningfei Wang, Yupin Huang, Han Cheng, Jiri Gesi, Xiaojie Wang, Vivek Mittal

Proceedings of the Companion Proceedings of the ACM on Web Conference 2024, 2024

2023

Feature Bias in Machine Learning Models: An In-depth Exploration for Software Engineering Tasks

Jiri Gesi

PhD thesis, 2023

Leveraging Feature Bias for Scalable Misprediction Explanation of Machine Learning Models.

Jiri Gesi, Xinyun Shen, Yunfan Geng, Qihong Chen, Iftekhar Ahmed

Proceedings of the 45th IEEE/ACM International Conference on Software Engineering, 2023

Behavior-driven Query Similarity Prediction based on Pre-trained Language Models for E-Commerce Search.

Yupin Huang, Jiri Gesi, Xinyu Hong, Kai Zhong, Han Cheng, Vivek Mittal, Qingjun Cui, Vamsi Salaka

Proceedings of the 2023 SIGIR Workshop on eCommerce co-located with the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2023), 2023

2022

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

CoRR, 2022

2021

Evaluating and Improving Static Analysis Tools Via Differential Mutation Analysis.

Alex Groce, Iftekhar Ahmed, Josselin Feist, Gustavo Grieco, Jiri Gesi, Mehran Meidani, Qihong Chen

Proceedings of the 21st IEEE International Conference on Software Quality, 2021

An Empirical Examination of the Impact of Bias on Just-in-time Defect Prediction.

Jiri Gesi, Jiawei Li, Iftekhar Ahmed

Proceedings of the ESEM '21: ACM / IEEE International Symposium on Empirical Software Engineering and Measurement, 2021