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Cui Jiaxu's Projects

cagg icon cagg

Cost-Aware Graph Generation (CAGG), a framework for generating graphs with the optimal properties at as low cost as possible. The work has been accepted by AAAI 2021. (Python3/Pytorch)

dgbo icon dgbo

This code is implemented according to paper "Deep Bayesian Optimization on Attributed Graphs", published on AAAI2019. (Python2/TensorFlow)

neural_ode_processes_for_network_dynamics-master icon neural_ode_processes_for_network_dynamics-master

Neural ODE Processes for Network Dynamics (NDP4ND), a new class of stochastic processes governed by stochastic data-adaptive network dynamics, is to overcome the fundamental challenge of learning accurate network dynamics with sparse, irregularly-sampled, partial, and noisy observations.

scalable-and-parallel-dgbo icon scalable-and-parallel-dgbo

This code is implemented according to paper "Scalable and Parallel Deep Bayesian Optimization on Attributed Graphs", accepted by TNNLS. (Python2/TensorFlow)

spatio-temporal- icon spatio-temporal-

Matlab codes used in the paper "Predicting the patterns of spatio-temporal signal propagation in complex networks"

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