Yuchi Tian

According to our database, Yuchi Tian authored at least 13 papers between 2017 and 2024.

Collaborative distances:

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

2024

MDUNet: deep-prior unrolling network with multi-parameter data integration for low-dose computed tomography reconstruction.

Temitope Emmanuel Komolafe, Nizhuan Wang, Yuchi Tian, Adegbola Oyedotun Adeniji, Liang Zhou

Mach. Vis. Appl., July, 2024

Comparative analysis of cone-beam breast computed tomography and digital breast tomosynthesis for breast cancer diagnosis: A comprehensive study on reconstruction algorithms.

Temitope Emmanuel Komolafe, Yuchi Tian, Olanrewaju James Awoniya, Shuangqing Chen, Xiaodong Yang

Int. J. Imaging Syst. Technol., May, 2024

2022

Repairing Group-Level Errors for DNNs Using Weighted Regularization.

Ziyuan Zhong, Yuchi Tian, Conor J. Sweeney, Vicente Ordóñez Román, Baishakhi Ray

CoRR, 2022

2021

Detect and Repair Errors for DNN-based Software.

Yuchi Tian

PhD thesis, 2021

Code Prediction by Feeding Trees to Transformers.

Seohyun Kim, Jinman Zhao, Yuchi Tian, Satish Chandra

Proceedings of the 43rd IEEE/ACM International Conference on Software Engineering, 2021

Understanding Local Robustness of Deep Neural Networks under Natural Variations.

Ziyuan Zhong, Yuchi Tian, Baishakhi Ray

Proceedings of the Fundamental Approaches to Software Engineering, 2021

2020

Understanding Spatial Robustness of Deep Neural Networks.

Ziyuan Zhong, Yuchi Tian, Baishakhi Ray

CoRR, 2020

Repairing confusion and bias errors for DNN-based image classifiers.

Yuchi Tian

Proceedings of the ESEC/FSE '20: 28th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2020

Testing DNN image classifiers for confusion & bias errors.

Yuchi Tian, Ziyuan Zhong, Vicente Ordonez, Gail E. Kaiser, Baishakhi Ray

Proceedings of the ICSE '20: 42nd International Conference on Software Engineering, Companion Volume, Seoul, South Korea, 27 June, 2020

2019

Bringing Engineering Rigor to Deep Learning.

Kexin Pei, Shiqi Wang, Yuchi Tian, Justin Whitehouse, Carl Vondrick, Yinzhi Cao, Baishakhi Ray, Suman Jana, Junfeng Yang

ACM SIGOPS Oper. Syst. Rev., 2019

Testing Deep Neural Network based Image Classifiers.

Yuchi Tian, Ziyuan Zhong, Vicente Ordonez, Baishakhi Ray

CoRR, 2019

2018

DeepTest: automated testing of deep-neural-network-driven autonomous cars.

Yuchi Tian, Kexin Pei, Suman Jana, Baishakhi Ray

Proceedings of the 40th International Conference on Software Engineering, 2018

2017

Automatically diagnosing and repairing error handling bugs in C.

Yuchi Tian, Baishakhi Ray

Proceedings of the 2017 11th Joint Meeting on Foundations of Software Engineering, 2017