28 citations · 61 across the 7 of their papers we have counts for
4 papers · 1 filter
CGNN: Traffic Classification with Graph Neural Network
Bo Pang, Yongquan Fu, Siyuan Ren +3
Traffic classification associates packet streams with known application labels, which is vital for network security and network management. With the rise of NAT, port dynamics, and…
STRODE: Stochastic Boundary Ordinary Differential Equation
Hengguan Huang, Hongfu Liu, Hao Wang +2
Perception of time from sequentially acquired sensory inputs is rooted in everyday behaviors of individual organisms. Yet, most algorithms for time-series modeling fail to learn dy…
Deep Graph Random Process for Relational-Thinking-Based Speech Recognition
Hengguan Huang, Fuzhao Xue, Hao Wang +1
Lying at the core of human intelligence, relational thinking is characterized by initially relying on innumerable unconscious percepts pertaining to relations between new sensory s…
Invariant Representations from Adversarially Censored Autoencoders
Ye Wang, Toshiaki Koike-Akino, Deniz Erdogmus
We combine conditional variational autoencoders (VAE) with adversarial censoring in order to learn invariant representations that are disentangled from nuisance/sensitive variation…