Search Results for author: Xiaoyan Kui

Found 5 papers, 1 papers with code

Ada-DF: An Adaptive Label Distribution Fusion Network For Facial Expression Recognition

no code implementations24 Apr 2024 Shu Liu, Yan Xu, Tongming Wan, Xiaoyan Kui

One auxiliary branch is constructed to obtain the label distributions of samples.

ChebMixer: Efficient Graph Representation Learning with MLP Mixer

no code implementations25 Mar 2024 Xiaoyan Kui, Haonan Yan, Qinsong Li, Liming Chen, Beiji Zou

In this paper, we present a novel architecture named ChebMixer, a newly graph MLP Mixer that uses fast Chebyshev polynomials-based spectral filtering to extract a sequence of tokens.

Graph Mining Graph Representation Learning +4

Lightweight Facial Attractiveness Prediction Using Dual Label Distribution

no code implementations4 Dec 2022 Shu Liu, Enquan Huang, Yan Xu, Kexuan Wang, Xiaoyan Kui, Tao Lei, Hongying Meng

To make the best use of the dataset, the manual ratings, attractiveness score, and standard deviation are aggregated explicitly to construct a dual label distribution, including the attractiveness distribution and the rating distribution.

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