Search Results for author: Hui Han

Found 4 papers, 1 papers with code

Deep Learning-Based Detection for Marker Codes over Insertion and Deletion Channels

no code implementations2 Jan 2024 Guochen Ma, Xiaopeng Jiao, Jianjun Mu, Hui Han, Yaming Yang

In this paper, we propose two CSI-agnostic detecting algorithms for marker code based on deep learning.

Hierarchical Contrastive Learning Enhanced Heterogeneous Graph Neural Network

no code implementations24 Apr 2023 Nian Liu, Xiao Wang, Hui Han, Chuan Shi

Specifically, two views of a HIN (network schema and meta-path views) are proposed to learn node embeddings, so as to capture both of local and high-order structures simultaneously.

Contrastive Learning

Self-supervised Heterogeneous Graph Neural Network with Co-contrastive Learning

3 code implementations19 May 2021 Xiao Wang, Nian Liu, Hui Han, Chuan Shi

Then the cross-view contrastive learning, as well as a view mask mechanism, is proposed, which is able to extract the positive and negative embeddings from two views.

Contrastive Learning

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