Tianpei Xia

According to our database, Tianpei Xia authored at least 14 papers between 2018 and 2022.

Collaborative distances:

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

2022

Sequential Model Optimization for Software Effort Estimation.

Tianpei Xia, Rui Shu, Xipeng Shen, Tim Menzies

IEEE Trans. Software Eng., 2022

Predicting health indicators for open source projects (using hyperparameter optimization).

Tianpei Xia, Wei Fu, Rui Shu, Rishabh Agrawal, Tim Menzies

Empir. Softw. Eng., 2022

Omni: automated ensemble with unexpected models against adversarial evasion attack.

Rui Shu, Tianpei Xia, Laurie A. Williams, Tim Menzies

Empir. Softw. Eng., 2022

Reducing the Cost of Training Security Classifier (via Optimized Semi-Supervised Learning).

Rui Shu, Tianpei Xia, Huy Tu, Laurie A. Williams, Tim Menzies

CoRR, 2022

Dazzle: Using Optimized Generative Adversarial Networks to Address Security Data Class Imbalance Issue.

Rui Shu, Tianpei Xia, Laurie A. Williams, Tim Menzies

Proceedings of the 19th IEEE/ACM International Conference on Mining Software Repositories, 2022

Methods for Stabilizing Models Across Large Samples of Projects (with case studies on Predicting Defect and Project Health).

Suvodeep Majumder, Tianpei Xia, Rahul Krishna, Tim Menzies

Proceedings of the 19th IEEE/ACM International Conference on Mining Software Repositories, 2022

2021

How to Better Distinguish Security Bug Reports (Using Dual Hyperparameter Optimization).

Rui Shu, Tianpei Xia, Jianfeng Chen, Laurie A. Williams, Tim Menzies

Empir. Softw. Eng., 2021

2020

Predicting Project Health for Open Source Projects (using the DECART Hyperparameter Optimizer).

Tianpei Xia, Wei Fu, Rui Shu, Tim Menzies

CoRR, 2020

2019

Sequential Model Optimization for Software Process Control.

Tianpei Xia, Jianfeng Chen, Rui Shu, Tim Menzies

CoRR, 2019

Improved Recognition of Security Bugs via Dual Hyperparameter Optimization.

Rui Shu, Tianpei Xia, Jianfeng Chen, Laurie A. Williams, Tim Menzies

CoRR, 2019

Better Security Bug Report Classification via Hyperparameter Optimization.

Rui Shu, Tianpei Xia, Laurie A. Williams, Tim Menzies

CoRR, 2019

Software Engineering for Fairness: A Case Study with Hyperparameter Optimization.

Joymallya Chakraborty, Tianpei Xia, Fahmid M. Fahid, Tim Menzies

CoRR, 2019

2018

Hyperparameter Optimization for Effort Estimation.

Tianpei Xia, Rahul Krishna, Jianfeng Chen, George Mathew, Xipeng Shen, Tim Menzies

CoRR, 2018

Why Software Effort Estimation Needs SBSE.

Tianpei Xia, Jianfeng Chen, George Mathew, Xipeng Shen, Tim Menzies

CoRR, 2018