Search Results for author: Jiahua Wang

Found 2 papers, 1 papers with code

FSMR: A Feature Swapping Multi-modal Reasoning Approach with Joint Textual and Visual Clues

no code implementations29 Mar 2024 Shuang Li, Jiahua Wang, Lijie Wen

Multi-modal reasoning plays a vital role in bridging the gap between textual and visual information, enabling a deeper understanding of the context.

Image-text matching Language Modelling +1

Graph Neural Networks are Inherently Good Generalizers: Insights by Bridging GNNs and MLPs

1 code implementation18 Dec 2022 Chenxiao Yang, Qitian Wu, Jiahua Wang, Junchi Yan

Graph neural networks (GNNs), as the de-facto model class for representation learning on graphs, are built upon the multi-layer perceptrons (MLP) architecture with additional message passing layers to allow features to flow across nodes.

Representation Learning

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