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Shengtian Zhou
Shengtian Zhou
Machine Learning Engineer
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Title
Cited by
Cited by
Year
Methods and apparatus to detect anomalies of a monitored system
M Agerstam, B Sadeghi, J Martin, J Ota, J Gottschlich, M Carranza, ...
US Patent 10,802,942, 2020
542020
Methods and apparatus to update autonomous vehicle perspectives
S Baghsorkhi, J Gottschlich, A Heinecke, MMU Alam, S Zhou, S Sharma, ...
US Patent 11,520,331, 2022
282022
Class-weighted evaluation metrics for imbalanced data classification
A Gupta, N Tatbul, R Marcus, S Zhou, I Lee, J Gottschlich
282020
MISIM: A Novel Code Similarity System
F Ye, S Zhou, A Venkat, R Marucs, N Tatbul, JJ Tithi, N Hasabnis, ...
arXiv preprint arXiv:2006.05265, 2020
27*2020
Methods, systems, articles of manufacture, and apparatus for a context and complexity-aware recommendation system for improved software development efficiency
MMU Alam, DIG Aguirre, S Zhou, J Gottschlich, L Chen
US Patent 11,269,622, 2022
152022
Learning Fitness Functions for Machine Programming
S Mandal, TA Anderson, JS Turek, J Gottschlich, S Zhou, A Muzahid
Proceedings of Machine Learning and Systems 3 pre-proceedings (MLSys 2021), 2019
15*2019
Methods and apparatus to adjust autonomous vehicle driving software using machine programming
B Sadeghi, H Moustafa, S Zhou, J Ota, J Gottschlich
US Patent 11,422,553, 2022
132022
Methods and apparatus for recommending computer program updates utilizing a trained model
S Zhou, MMU Alam, J Gottschlich
US Patent 11,003,444, 2021
122021
Methods, systems, articles of manufacture and apparatus for code review assistance for dynamically typed languages
M Carranza, M Agerstam, J Gottschlich, A Heinecke, C Martinez-Spessot, ...
US Patent 11,157,384, 2021
92021
Misim: A neural code semantics similarity system using the context-aware semantics structure
F Ye, S Zhou, A Venkat, R Marcus, N Tatbul, JJ Tithi, N Hasabnis, ...
arXiv preprint arXiv:2006.05265, 2020
92020
Methods and apparatus for resolving compliance issues
M Carranza, B Cremeans, K Surya, M Agerstam, S Zhou, MR Loaiza, ...
US Patent App. 16/453,649, 2019
82019
Systems and methods for determining a configuration for a microarchitecture
JS Turek, JF Leon, A Heinecke, E Georganas, LCM Remis, IJ Alvarez, ...
US Patent 10,853,554, 2020
72020
Methods and apparatus for automatic detection of software bugs
F Ye, J Gottschlich, S Zhou, R Iyer, JJ Tithi
US Patent App. 17/133,238, 2021
62021
Methods and apparatus to detect memory leaks in computing systems
MMU Alam, J Martin, J Gottschlich, A Heinecke, S Zhou
US Patent 10,956,298, 2021
52021
Apparatus and methods for program synthesis using genetic algorithms
TA Anderson, MMU Alam, S Zhou, J Gottschlich
US Patent App. 16/457,133, 2019
52019
Context-Aware Parse Trees
F Ye, S Zhou, A Venkat, R Marcus, P Petersen, JJ Tithi, T Mattson, ...
arXiv preprint arXiv:2003.11118, 2020
42020
Methods and apparatus to mitigate hard-braking events
A Heinecke, S Baghsorkhi, J Gottschlich, MMU Alam, S Zhou, J Ota
US Patent 11,590,968, 2023
32023
A Skew-Sensitive Evaluation Framework for Imbalanced Data Classification
M Du, N Tatbul, B Rivers, AK Gupta, L Hu, W Wang, R Marcus, S Zhou, ...
arXiv preprint arXiv:2010.05995, 2020
22020
Methods, systems, articles of manufacture and apparatus to improve code characteristics
L Chen, J Gottschlich, A Heinecke, Z Zhang, S Zhou
US Patent App. 16/456,984, 2019
22019
Methods, systems, articles of manufacture and apparatus to select code data structure types
J Gottschlich, MMU Alam, S Zhou
US Patent App. 16/453,816, 2019
22019
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