Liyao Gao

Publication Activity (10 Years)

Years Active: 2018-2022
Publications (10 Years): 14

Top Topics

Zernike Moments

Spatiotemporal Databases

Top Venues

UbiComp/ISWC Adjunct

ACM Trans. Sens. Networks

J. Comput. Phys.

Publications

Liyao Gao, Guang Lin, Wei Zhu
Deformation Robust Roto-Scale-Translation Equivariant CNNs. Trans. Mach. Learn. Res. 2022 (2022)
Ruoqi Shen, Liyao Gao, Yi-An Ma
On Optimal Early Stopping: Over-informative versus Under-informative Parametrization. CoRR (2022)
Liyao Gao, Yifan Du, Hongshan Li, Guang Lin
RotEqNet: Rotation-equivariant network for fluid systems with symmetric high-order tensors. J. Comput. Phys. 461 (2022)
Liyao Gao, Guang Lin, Wei Zhu
Deformation Robust Roto-Scale-Translation Equivariant CNNs. CoRR (2021)
Dongxia Wu, Liyao Gao, Matteo Chinazzi, Xinyue Xiong, Alessandro Vespignani, Yi-An Ma, Rose Yu
Quantifying Uncertainty in Deep Spatiotemporal Forecasting. KDD (2021)
Dongxia Wu, Liyao Gao, Xinyue Xiong, Matteo Chinazzi, Alessandro Vespignani, Yi-An Ma, Rose Yu
Quantifying Uncertainty in Deep Spatiotemporal Forecasting. CoRR (2021)
Dongxia Wu, Liyao Gao, Xinyue Xiong, Matteo Chinazzi, Alessandro Vespignani, Yian Ma, Rose Yu
DeepGLEAM: a hybrid mechanistic and deep learning model for COVID-19 forecasting. CoRR (2021)
Wei Deng, Qi Feng, Liyao Gao, Faming Liang, Guang Lin
Non-convex Learning via Replica Exchange Stochastic Gradient MCMC. ICML (2020)
Wei Deng, Qi Feng, Liyao Gao, Faming Liang, Guang Lin
Non-convex Learning via Replica Exchange Stochastic Gradient MCMC. CoRR (2020)
Liyao Gao, Yifan Du, Hongshan Li, Guang Lin
RotEqNet: Rotation-Equivariant Network for Fluid Systems with Symmetric High-Order Tensors. CoRR (2020)
Xinlei Chen, Carlos Ruiz Dominguez, Sihan Zeng, Liyao Gao, Aveek Purohit, Stefano Carpin, Pei Zhang
H-DrunkWalk: Collaborative and Adaptive Navigation for Heterogeneous MAV Swarm. ACM Trans. Sens. Networks 16 (2) (2020)
Liyao Gao, Zehua Cheng
Learning with Collaborative Neural Network Group by Reflection. CoRR (2019)
Liyao Gao, Hongshan Li, Zheying Lu, Guang Lin
Rotation-equivariant convolutional neural network ensembles in image processing. UbiComp/ISWC Adjunct (2019)
Liyao Gao
Cortex Neural Network: learning with Neural Network groups. CoRR (2018)