Concepedia

Tianyi Liu

TL

6

Publications

94

Citations

6

H-Index

2018

Active since

Affiliations

Georgia Institute of Technology(Current)

Tianyi Liu is an author at Georgia Institute of Technology specializing in computer science, machine learning, and engineering.

Top concepts

EngineeringComputer ScienceMachine LearningData ScienceDeep LearningArtificial IntelligenceRoboticsAutomationConnectionismField Robotics

Publications per year

2018–2024

6

Publications

6

Towards Understanding the Importance of Shortcut Connections in Residual Networks

Tianyi Liu, Minshuo Chen, Mo Zhou et al. · arXiv (Cornell University) · 2019 · 22 citations · Full text

Artificial Intelligence, Geometric Learning, Convolutional Neural Network +17

Towards Understanding the Importance of Noise in Training Neural Networks

Mo Zhou, Tianyi Liu, Yan Li et al. · arXiv (Cornell University) · 2019 · 16 citations · Full text

Artificial Intelligence, Gradient Descent, Engineering +18

Towards Understanding the Importance of Shortcut Connections in Residual\n Networks

Tianyi Liu, Minshuo Chen, Mo Zhou et al. · arXiv (Cornell University) · 2019 · 16 citations · Full text

Bayesian Learning Model Predictive Control for Process-Aware Source Seeking

Yingke Li, Tianyi Liu, Enlu Zhou et al. · IEEE Control Systems Letters · 2021 · 15 citations

Artificial Intelligence, Engineering, Machine Learning +22

Bayesian Stochastic Gradient Descent for Stochastic Optimization with Streaming Input Data

Tianyi Liu, Yifan Lin, Enlu Zhou · SIAM Journal on Optimization · 2024 · 14 citations

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