18 citations · 30 across the 4 of their papers we have counts for
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cs.LG2023★ 18 cited
Factor Graph Neural Networks
Zhen Zhang, Mohammed Haroon Dupty, Fan Wu +2
In recent years, we have witnessed a surge of Graph Neural Networks (GNNs), most of which can learn powerful representations in an end-to-end fashion with great success in many rea…
cs.LG2020
Multiplicative Gaussian Particle Filter
Xuan Su, Wee Sun Lee, Zhen Zhang
We propose a new sampling-based approach for approximate inference in filtering problems. Instead of approximating conditional distributions with a finite set of states, as done in…
cs.LG2019★ 12 cited
Factor Graph Neural Network
Zhen Zhang, Fan Wu, Wee Sun Lee
Most of the successful deep neural network architectures are structured, often consisting of elements like convolutional neural networks and gated recurrent neural networks. Recent…