Yuchi Tian

16 papers A* 3B 1Journal 8Unranked 3
YearRankTypeTitle / Venue / Authors
2024 J jnl
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.
Temitope Emmanuel Komolafe, Yuchi Tian, Olanrewaju James Awoniya, Shuangqing Chen, Xiaodong Yang
2024 J jnl
MDUNet: deep-prior unrolling network with multi-parameter data integration for low-dose computed tomography reconstruction.
Mach. Vis. Appl.
Temitope Emmanuel Komolafe, Nizhuan Wang, Yuchi Tian, Adegbola Oyedotun Adeniji, Liang Zhou
2022 J jnl
Repairing Group-Level Errors for DNNs Using Weighted Regularization.
CoRR
Ziyuan Zhong, Yuchi Tian, Conor J. Sweeney, Vicente Ordóñez Román, Baishakhi Ray
2021 A* conf
Code Prediction by Feeding Trees to Transformers.
ICSE
Seohyun Kim, Jinman Zhao, Yuchi Tian, Satish Chandra
2021 — —
Detect and Repair Errors for DNN-based Software.
Yuchi Tian
2021 B conf
Understanding Local Robustness of Deep Neural Networks under Natural Variations.
FASE
Ziyuan Zhong, Yuchi Tian, Baishakhi Ray
2020 J jnl
Code Prediction by Feeding Trees to Transformers.
CoRR
Seohyun Kim, Jinman Zhao, Yuchi Tian, Satish Chandra
2020 — conf
Repairing confusion and bias errors for DNN-based image classifiers.
ESEC/SIGSOFT FSE
Yuchi Tian
2020 A* conf
Testing DNN image classifiers for confusion & bias errors.
ICSE
Yuchi Tian, Ziyuan Zhong, Vicente Ordonez, Gail E. Kaiser, Baishakhi Ray
2020 — conf
Testing DNN image classifiers for confusion & bias errors.
ICSE (Companion Volume)
Yuchi Tian, Ziyuan Zhong, Vicente Ordonez, Gail E. Kaiser, Baishakhi Ray
2020 J jnl
Understanding Spatial Robustness of Deep Neural Networks.
CoRR
Ziyuan Zhong, Yuchi Tian, Baishakhi Ray
2019 J jnl
Bringing Engineering Rigor to Deep Learning.
ACM SIGOPS Oper. Syst. Rev.
Kexin Pei, Shiqi Wang, Yuchi Tian, Justin Whitehouse, Carl Vondrick, Yinzhi Cao, Baishakhi Ray, Suman Jana, Junfeng Yang
2019 J jnl
Testing Deep Neural Network based Image Classifiers.
CoRR
Yuchi Tian, Ziyuan Zhong, Vicente Ordonez, Baishakhi Ray
2018 A* conf
DeepTest: automated testing of deep-neural-network-driven autonomous cars.
ICSE
Yuchi Tian, Kexin Pei, Suman Jana, Baishakhi Ray
2017 — conf
Automatically diagnosing and repairing error handling bugs in C.
ESEC/SIGSOFT FSE
Yuchi Tian, Baishakhi Ray
2017 J jnl
DeepTest: Automated Testing of Deep-Neural-Network-driven Autonomous Cars.
CoRR
Yuchi Tian, Kexin Pei, Suman Jana, Baishakhi Ray