Yuchi Tian

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 15

Top Topics

Top Venues

ESEC/SIGSOFT FSE

ICSE (Companion Volume)

Publications

Temitope Emmanuel Komolafe, Yuchi Tian, Olanrewaju James Awoniya, Shuangqing Chen, Xiaodong Yang
Comparative analysis of cone-beam breast computed tomography and digital breast tomosynthesis for breast cancer diagnosis: A comprehensive study on reconstruction algorithms. Int. J. Imaging Syst. Technol. 34 (3) (2024)
Temitope Emmanuel Komolafe, Nizhuan Wang, Yuchi Tian, Adegbola Oyedotun Adeniji, Liang Zhou
MDUNet: deep-prior unrolling network with multi-parameter data integration for low-dose computed tomography reconstruction. Mach. Vis. Appl. 35 (4) (2024)
Ziyuan Zhong, Yuchi Tian, Conor J. Sweeney, Vicente Ordóñez Román, Baishakhi Ray
Repairing Group-Level Errors for DNNs Using Weighted Regularization. CoRR (2022)
Seohyun Kim, Jinman Zhao, Yuchi Tian, Satish Chandra
Code Prediction by Feeding Trees to Transformers. ICSE (2021)
Ziyuan Zhong, Yuchi Tian, Baishakhi Ray
Understanding Local Robustness of Deep Neural Networks under Natural Variations. FASE (2021)
Yuchi Tian
Repairing confusion and bias errors for DNN-based image classifiers. ESEC/SIGSOFT FSE (2020)
Yuchi Tian, Ziyuan Zhong, Vicente Ordonez, Gail E. Kaiser, Baishakhi Ray
Testing DNN image classifiers for confusion & bias errors. ICSE (Companion Volume) (2020)
Ziyuan Zhong, Yuchi Tian, Baishakhi Ray
Understanding Spatial Robustness of Deep Neural Networks. CoRR (2020)
Seohyun Kim, Jinman Zhao, Yuchi Tian, Satish Chandra
Code Prediction by Feeding Trees to Transformers. CoRR (2020)
Yuchi Tian, Ziyuan Zhong, Vicente Ordonez, Gail E. Kaiser, Baishakhi Ray
Testing DNN image classifiers for confusion & bias errors. ICSE (2020)
Kexin Pei, Shiqi Wang, Yuchi Tian, Justin Whitehouse, Carl Vondrick, Yinzhi Cao, Baishakhi Ray, Suman Jana, Junfeng Yang
Bringing Engineering Rigor to Deep Learning. ACM SIGOPS Oper. Syst. Rev. 53 (1) (2019)
Yuchi Tian, Ziyuan Zhong, Vicente Ordonez, Baishakhi Ray
Testing Deep Neural Network based Image Classifiers. CoRR (2019)
Yuchi Tian, Kexin Pei, Suman Jana, Baishakhi Ray
DeepTest: automated testing of deep-neural-network-driven autonomous cars. ICSE (2018)
Yuchi Tian, Kexin Pei, Suman Jana, Baishakhi Ray
DeepTest: Automated Testing of Deep-Neural-Network-driven Autonomous Cars. CoRR (2017)
Yuchi Tian, Baishakhi Ray
Automatically diagnosing and repairing error handling bugs in C. ESEC/SIGSOFT FSE (2017)