Shiyu Liu

Exploring Unique Relevance for Mutual Information based Feature Selection

Shiyu Liu, Mehul Motani, M. Motani, 2020, 2020 IEEE International Symposium on Information Theory (ISIT).

Early Prediction of Sepsis via SMOTE Upsampling and Mutual Information Based Downsampling

Mehul Motani, Jia Yao, Shiyu Liu, 2019, 2019 Computing in Cardiology (CinC).

Early Prediction of Vital Signs Using Generative Boosting via LSTM Networks

Mehul Motani, Jia Yao, Shiyu Liu, 2019, 2019 IEEE International Conference on Bioinformatics and Biomedicine (BIBM).

Hybrid Feature Learning Using Autoencoders for Early Prediction of Sepsis

Mehul Motani, Jia Yao, Shiyu Liu, 2019, 2019 Computing in Cardiology (CinC).

Traffic Accident Prediction Based on Multivariable Grey Model

Wei Li, Xujian Zhao, Shiyu Liu, 2020, Inf..

ByPE-VAE: Bayesian Pseudocoresets Exemplar VAE pdf

Zenglin Xu, Shiyu Liu, Lirong He, 2021, NeurIPS.

Towards Better Long-range Time Series Forecasting using Generative Adversarial Networks pdf

Mehul Motani, Shiyu Liu, M. Motani, 2021, ArXiv.

Kernel Selection for Stein Variational Gradient Descent pdf

Zenglin Xu, Shiyu Liu, Qingzhong Ai, 2021, ArXiv.

S-Cyc: A Learning Rate Schedule for Iterative Pruning of ReLU-based Networks pdf

Mehul Motani, Shiyu Liu, Chong Min John Tan, 2021, ArXiv.