Concepedia

Shiyu Liang

SL

17

Publications

1.9K

Citations

14

H-Index

2014

Active since

Affiliations

University of Illinois Urbana-Champaign(Current)

Nature Inspires Creativity Engineers Lab

University of Chinese Academy of Sciences

Shanghai Jiao Tong University

Meta (Israel)

Shiyu Liang is an author at University of Illinois Urbana-Champaign specializing in engineering, computer science, and machine learning.

Top concepts

EngineeringComputer ScienceMachine LearningDeep LearningPattern RecognitionData ScienceImage AnalysisSupervised LearningComputer VisionDeep Neural Networks

Publications per year

2014–2025

17

Publications

17

Enhancing The Reliability of Out-of-distribution Image Detection in Neural Networks

Shiyu Liang, Yixuan Li, R. Srikant · arXiv (Cornell University) · 2017 · 648 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +19

Enhancing the reliability of out-of-distribution image detection in neural networks

Shiyu Liang · TIB Data Manager · 2025 · 546 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +19

Why Deep Neural Networks for Function Approximation?

Shiyu Liang, R. Srikant · arXiv (Cornell University) · 2016 · 152 citations · Full text

Deep Neural Networks, Engineering, Machine Learning +15

Why Deep Neural Networks for Function Approximation

Shiyu Liang, R. Srikant · IDEALS (University of Illinois Urbana-Champaign) · 2016 · 142 citations · Full text

Principled Detection of Out-of-Distribution Examples in Neural Networks.

Shiyu Liang, Yixuan Li, Ramakrishnan Srikant · arXiv (Cornell University) · 2017 · 78 citations · Full text

Effective Detection, Convolutional Neural Network, Engineering +14

Rows per page

1–5 of 17