Search Results for author: Yilei Wu

Found 3 papers, 2 papers with code

Mixup Your Own Pairs

1 code implementation28 Sep 2023 Yilei Wu, Zijian Dong, Chongyao Chen, Wangchunshu Zhou, Juan Helen Zhou

In representation learning, regression has traditionally received less attention than classification.

Contrastive Learning regression +3

Beyond the Snapshot: Brain Tokenized Graph Transformer for Longitudinal Brain Functional Connectome Embedding

1 code implementation3 Jul 2023 Zijian Dong, Yilei Wu, Yu Xiao, Joanna Su Xian Chong, Yueming Jin, Juan Helen Zhou

In this work, we proposed the first interpretable framework for brain FC trajectory embedding with application to neurodegenerative disease diagnosis and prognosis, namely Brain Tokenized Graph Transformer (Brain TokenGT).

Pruning variable selection ensembles

no code implementations26 Apr 2017 Chunxia Zhang, Yilei Wu, Mu Zhu

In the context of variable selection, ensemble learning has gained increasing interest due to its great potential to improve selection accuracy and to reduce false discovery rate.

Ensemble Learning Variable Selection

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