Concepedia

Yiyang Gu

YG

10

Publications

561

Citations

10

H-Index

2022

Active since

Affiliations

Peking University(Current)

University of California, Los Angeles

Hong Kong University of Science and Technology

University of International Business and Economics

Alibaba Group (China)

Yiyang Gu is an author at Peking University specializing in deep learning, engineering, and machine learning.

Top concepts

EngineeringDeep LearningMachine LearningData ScienceGraph TheoryComputer ScienceGraph ProcessingRepresentation LearningGraph Representation LearningKnowledge Discovery

Publications per year

2022–2024

10

Publications

10

A Comprehensive Survey on Deep Graph Representation Learning

Wei Ju, Zheng Fang, Yiyang Gu et al. · Neural Networks · 2024 · 261 citations

Graph Neural Network, Graph Representation Learning, Graph Theory +8

CLEAR: Cluster-Enhanced Contrast for Self-Supervised Graph Representation Learning

Xiao Luo, Wei Ju, Meng Qu et al. · IEEE Transactions on Neural Networks and Learning Systems · 2022 · 61 citations

Cluster-enhanced Contrast, Graph Neural Network, Graph Representation Learning +15

Unsupervised graph-level representation learning with hierarchical contrasts

Wei Ju, Yiyang Gu, Xiao Luo et al. · Neural Networks · 2022 · 58 citations

Graph Neural Network, Graph Representation Learning, Machine Learning +8

Self-supervised Graph-level Representation Learning with Adversarial Contrastive Learning

Xiao Luo, Wei Ju, Yiyang Gu et al. · ACM Transactions on Knowledge Discovery from Data · 2023 · 56 citations · Full text

Graph Representation Learning, Machine Learning, Bank Orthogonality Loss +16

GPS: graph contrastive learning via multi-scale augmented views from adversarial pooling

Ju Wei, Yiyang Gu, Zhengyang Mao et al. · Science China Information Sciences · 2024 · 27 citations

Geometric Learning, Graph Neural Network, Machine Vision +10

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