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2020 – today
- 2024
[j3]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)- [j2]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): 95 (2024) - 2022
- [i5]Ziyuan Zhong, Yuchi Tian, Conor J. Sweeney, Vicente Ordóñez Román, Baishakhi Ray:
Repairing Group-Level Errors for DNNs Using Weighted Regularization. CoRR abs/2203.13612 (2022) - 2021
- [b1]Yuchi Tian:
Detect and Repair Errors for DNN-based Software. Columbia University, USA, 2021 - [c7]Ziyuan Zhong, Yuchi Tian, Baishakhi Ray:
Understanding Local Robustness of Deep Neural Networks under Natural Variations. FASE 2021: 313-337 - [c6]Seohyun Kim, Jinman Zhao, Yuchi Tian, Satish Chandra:
Code Prediction by Feeding Trees to Transformers. ICSE 2021: 150-162 - 2020
- [c5]Yuchi Tian, Ziyuan Zhong, Vicente Ordonez, Gail E. Kaiser, Baishakhi Ray:
Testing DNN image classifiers for confusion & bias errors. ICSE (Companion Volume) 2020: 304-305 - [c4]Yuchi Tian, Ziyuan Zhong, Vicente Ordonez, Gail E. Kaiser, Baishakhi Ray:
Testing DNN image classifiers for confusion & bias errors. ICSE 2020: 1122-1134 - [c3]Yuchi Tian:
Repairing confusion and bias errors for DNN-based image classifiers. ESEC/SIGSOFT FSE 2020: 1699-1700 - [i4]Seohyun Kim, Jinman Zhao, Yuchi Tian, Satish Chandra:
Code Prediction by Feeding Trees to Transformers. CoRR abs/2003.13848 (2020) - [i3]Ziyuan Zhong, Yuchi Tian, Baishakhi Ray:
Understanding Spatial Robustness of Deep Neural Networks. CoRR abs/2010.04821 (2020)
2010 – 2019
- 2019
- [j1]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): 59-67 (2019) - [i2]Yuchi Tian, Ziyuan Zhong, Vicente Ordonez, Baishakhi Ray:
Testing Deep Neural Network based Image Classifiers. CoRR abs/1905.07831 (2019) - 2018
- [c2]Yuchi Tian, Kexin Pei, Suman Jana, Baishakhi Ray:
DeepTest: automated testing of deep-neural-network-driven autonomous cars. ICSE 2018: 303-314 - 2017
- [c1]Yuchi Tian, Baishakhi Ray:
Automatically diagnosing and repairing error handling bugs in C. ESEC/SIGSOFT FSE 2017: 752-762 - [i1]Yuchi Tian, Kexin Pei, Suman Jana, Baishakhi Ray:
DeepTest: Automated Testing of Deep-Neural-Network-driven Autonomous Cars. CoRR abs/1708.08559 (2017)
Coauthor Index
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