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Tian Ye

Affiliations:
  • University of Southern California, Department of Computer Science, Los Angeles, CA, USA


According to our database1, Tian Ye authored at least 10 papers between 2020 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Links

Online presence:

On csauthors.net:

Bibliography

2024
FACTUAL: A Novel Framework for Contrastive Learning Based Robust SAR Image Classification.
[BibTeX]
[DOI]
Xu Wang
,
Tian Ye
,
Rajgopal Kannan
,
Viktor K. Prasanna
CoRR, 2024

Uncertainty-Aware SAR ATR: Defending Against Adversarial Attacks via Bayesian Neural Networks.
[BibTeX]
[DOI]
Tian Ye
,
Rajgopal Kannan
,
Viktor K. Prasanna
,
Carl E. Busart
CoRR, 2024

2023
Realistic Scatterer Based Adversarial Attacks on SAR Image Classifiers.
[BibTeX]
[DOI]
Tian Ye
,
Rajgopal Kannan
,
Viktor K. Prasanna
,
Carl E. Busart
,
Lance M. Kaplan
CoRR, 2023

Benchmarking Deep Learning Classifiers for SAR Automatic Target Recognition.
[BibTeX]
[DOI]
Jacob Fein-Ashley
,
Tian Ye
,
Rajgopal Kannan
,
Viktor K. Prasanna
,
Carl E. Busart
Proceedings of the IEEE High Performance Extreme Computing Conference, 2023

2022
Estimating the Impact of Communication Schemes for Distributed Graph Processing.
[BibTeX]
[DOI]
Tian Ye
,
Sanmukh R. Kuppannagari
,
César A. F. De Rose
,
Sasindu Wijeratne
,
Rajgopal Kannan
,
Viktor K. Prasanna
Proceedings of the 21st International Symposium on Parallel and Distributed Computing, 2022

FPGA Acceleration of Fully Homomorphic Encryption over the Torus.
[BibTeX]
[DOI]
Tian Ye
,
Rajgopal Kannan
,
Viktor K. Prasanna
Proceedings of the IEEE High Performance Extreme Computing Conference, 2022

End-to-End Acceleration of Homomorphic Encrypted CNN Inference on FPGAs.
[BibTeX]
[DOI]
Tian Ye
,
Rajgopal Kannan
,
Viktor K. Prasanna
Proceedings of the FPGA '22: The 2022 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, Virtual Event, USA, 27 February 2022, 2022

2021
FPGA Acceleration of Number Theoretic Transform.
[BibTeX]
[DOI]
Tian Ye
,
Yang Yang
,
Sanmukh R. Kuppannagari
,
Rajgopal Kannan
,
Viktor K. Prasanna
Proceedings of the High Performance Computing - 36th International Conference, 2021

Performance Modeling and FPGA Acceleration of Homomorphic Encrypted Convolution.
[BibTeX]
[DOI]
Tian Ye
,
Sanmukh R. Kuppannagari
,
Rajgopal Kannan
,
Viktor K. Prasanna
Proceedings of the 31st International Conference on Field-Programmable Logic and Applications, 2021

2020
Accelerator Design and Performance Modeling for Homomorphic Encrypted CNN Inference.
[BibTeX]
[DOI]
Tian Ye
,
Rajgopal Kannan
,
Viktor K. Prasanna
Proceedings of the 2020 IEEE High Performance Extreme Computing Conference, 2020


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