May 18, 2021 · In this work, we propose a novel dynamic one-shot search space for multi-branch neural architectures of GNNs. The dynamic search space maintains ...

In this work, we propose a novel dynamic one-shot search space for multi-branch neural architectures of GNNs. The dynamic search space maintains a subset of the ...

This work proposes a novel dynamic one-shot search space for multi-branch neural architectures of GNNs and demonstrates that this method outperforms the ...

Oct 22, 2024 · In this work, we propose a novel dynamic one-shot search space for multi-branch neural architectures of GNNs. The dynamic search space maintains ...

Papertalk is an open-source platform where scientists share video presentations about their newest scientific results - and watch, like + discuss them.

Apr 9, 2023 · DSS [24] proposes a differentiable one-shot graph NAS and dynamically updates the search space. SANE [49] also utilizes a differentiable search ...

The authors propose a Neural Architecture Search (NAS) method to design Spatio-Temporal Graph Neural Networks (STGNNs). They mainly deal with two issues.

One-shot graph neural architecture search with dynamic search space [AAAI 2021] [paper]; Search For Deep Graph Neural Networks [Arxiv 2021] [paper]; G-CoS GNN ...

Mar 14, 2024 · One-shot graph neural architecture search with dynamic search space. In Thirty-Fifth AAAI Conference on Artificial. Intelligence, AAAI 2021 ...

Aug 23, 2024 · We present a one-shot neural architecture search space for time series forecasting tasks. Our search space contains a hybrid network that contains a Seq Net.