Tianpei Xia

Publication Activity (10 Years)

Years Active: 2018-2022
Publications (10 Years): 16

Top Topics

Effort Estimation

Top Venues

Empir. Softw. Eng.

IEEE Trans. Software Eng.

Publications

Suvodeep Majumder, Tianpei Xia, Rahul Krishna, Tim Menzies
Methods for Stabilizing Models Across Large Samples of Projects (with case studies on Predicting Defect and Project Health). MSR (2022)
Rui Shu, Tianpei Xia, Laurie A. Williams, Tim Menzies
Dazzle: Using Optimized Generative Adversarial Networks to Address Security Data Class Imbalance Issue. MSR (2022)
Tianpei Xia, Wei Fu, Rui Shu, Rishabh Agrawal, Tim Menzies
Predicting health indicators for open source projects (using hyperparameter optimization). Empir. Softw. Eng. 27 (6) (2022)
Rui Shu, Tianpei Xia, Laurie A. Williams, Tim Menzies
Dazzle: Using Optimized Generative Adversarial Networks to Address Security Data Class Imbalance Issue. CoRR (2022)
Rui Shu, Tianpei Xia, Huy Tu, Laurie A. Williams, Tim Menzies
Reducing the Cost of Training Security Classifier (via Optimized Semi-Supervised Learning). CoRR (2022)
Tianpei Xia, Rui Shu, Xipeng Shen, Tim Menzies
Sequential Model Optimization for Software Effort Estimation. IEEE Trans. Software Eng. 48 (6) (2022)
Rui Shu, Tianpei Xia, Laurie A. Williams, Tim Menzies
Omni: automated ensemble with unexpected models against adversarial evasion attack. Empir. Softw. Eng. 27 (1) (2022)
Rui Shu, Tianpei Xia, Jianfeng Chen, Laurie A. Williams, Tim Menzies
How to Better Distinguish Security Bug Reports (Using Dual Hyperparameter Optimization). Empir. Softw. Eng. 26 (3) (2021)
Rui Shu, Tianpei Xia, Laurie A. Williams, Tim Menzies
Omni: Automated Ensemble with Unexpected Models against Adversarial Evasion Attack. CoRR (2020)
Tianpei Xia, Wei Fu, Rui Shu, Tim Menzies
Predicting Project Health for Open Source Projects (using the DECART Hyperparameter Optimizer). CoRR (2020)
Rui Shu, Tianpei Xia, Jianfeng Chen, Laurie A. Williams, Tim Menzies
Improved Recognition of Security Bugs via Dual Hyperparameter Optimization. CoRR (2019)
Rui Shu, Tianpei Xia, Laurie A. Williams, Tim Menzies
Better Security Bug Report Classification via Hyperparameter Optimization. CoRR (2019)
Tianpei Xia, Jianfeng Chen, Rui Shu, Tim Menzies
Sequential Model Optimization for Software Process Control. CoRR (2019)
Joymallya Chakraborty, Tianpei Xia, Fahmid M. Fahid, Tim Menzies
Software Engineering for Fairness: A Case Study with Hyperparameter Optimization. CoRR (2019)
Tianpei Xia, Jianfeng Chen, George Mathew, Xipeng Shen, Tim Menzies
Why Software Effort Estimation Needs SBSE. CoRR (2018)
Tianpei Xia, Rahul Krishna, Jianfeng Chen, George Mathew, Xipeng Shen, Tim Menzies
Hyperparameter Optimization for Effort Estimation. CoRR (2018)