Yingnan Liu

According to our database, Yingnan Liu authored at least 14 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Identifying who are unlikely to benefit from total knee arthroplasty using machine learning models.

Xiaodi Liu, Yingnan Liu, Mong-Li Lee, Wynne Hsu, Ming Han Lincoln Liow

npj Digit. Medicine, 2024

Cross-Domain Feature Augmentation for Domain Generalization.

Yingnan Liu, Yingtian Zou, Rui Qiao, Fusheng Liu, Mong-Li Lee, Wynne Hsu

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Towards Robust Out-of-Distribution Generalization Bounds via Sharpness.

Yingtian Zou, Kenji Kawaguchi, Yingnan Liu, Jiashuo Liu, Mong-Li Lee, Wynne Hsu

Proceedings of the Twelfth International Conference on Learning Representations, 2024

A comparative study of machine learning based importance measures for car insurance pricing factors.

Qianqian Zhu, Xuening Wu, Yingnan Liu, Jiayin Huang

Proceedings of the 2024 8th International Conference on Control Engineering and Artificial Intelligence, 2024

2023

Simulation of Space-borne Digital Phased Array Anntenna.

Jifeng Liu, Yao Zhou, Cheng Wang, Yingnan Liu, Fuchang Li

Proceedings of the 22nd IEEE International Conference on Trust, 2023

Research on vehicle spare parts demand forecast based on XGBoost-LightGBM.

Qianqian Zhu, Liu Yang, Yingnan Liu

Proceedings of the 2023 5th International Conference on Pattern Recognition and Intelligent Systems, 2023

2022

Ensemble Image Super-Resolution CNNs for Small Data and Diverse Compressive Models.

Yingnan Liu, Randy Clinton Paffenroth

Proceedings of the Advanced Data Mining and Applications - 18th International Conference, 2022

2021

Research on Beamforming in 5G NR Carrier Aggregation.

Yingnan Liu, Tao Zhang, Fuchang Li, Xuetian Zhu

Proceedings of the 17th International Wireless Communications and Mobile Computing, 2021

Research and Event Control on Risk Factors of Auto Insurance Claim.

Ma Xin, Hang Li, Yingnan Liu

Proceedings of the 2021 International Symposium on Computer Science and Intelligent Control, 2021

Voxel-based Deep Learning for Image Super-resolution of Areal Density Maps of Carbon-nanotube Sheets.

Yingnan Liu, Randy Clinton Paffenroth

Proceedings of the 20th IEEE International Conference on Machine Learning and Applications, 2021

2020

Kinetic-molecular theory optimization algorithm using opposition-based learning and varying accelerated motion.

Chaodong Fan, Ningjun Zheng, Jinhua Zheng, Leyi Xiao, Yingnan Liu

Soft Comput., 2020

Ensemble CNN in Transform Domains for Image Super-resolution from Small Data Sets.

Yingnan Liu, Randy Clinton Paffenroth

Proceedings of the 19th IEEE International Conference on Machine Learning and Applications, 2020

2019

Speech Synthesis Method Based on Tacotron + WaveNet.

Yingnan Liu, Qitao Ma, Yingli Wang

Proceedings of the Communications, Signal Processing, and Systems, 2019

2015

A total variation model based on edge adaptive guiding function for remote sensing image de-noising.

Xiang-Hai Wang, Yingnan Liu, Hongwei Zhang, Lingling Fang

Int. J. Appl. Earth Obs. Geoinformation, 2015