Xifeng Guo

6 papers · 2017–2023 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🧭 Keyword Pioneer 🔥 Unstoppable · Bronze

Venues

AAAI (2) ACML (2) IJCAI (2)

Top co-authors

Xinwang Liu (5) En Zhu (5) Jianping Yin (4) sihang zhou (2) Long Gao (1) Siwei Wang (1) Wen Gao (1) Yongping Zhai (1) Wenxuan Tu (1) Yawei Zhao (1)

Research topics

Machine Learning (6) Core Methods (6) Deep Learning (5) Architectures (5) Learning Types · Deep Learning (2) Data Science & Analytics (1) Application Areas (1) Applications (1) Learning Types · Machine Learning (1)

Keywords

representation learning (2) deep clustering (2) graph autoencoder (2) spectral clustering (1) feature extraction (1) graph clustering (1) unsupervised clustering (1) self-supervised learning (1) data augmentation (1) consensus learning (1) laplacian matrix (1) target distribution (1) cluster assignment (1) graph convolutional network (1) clustering loss (1) consensus representation (1) affine transformation (1) graph neural network (1) fusion mechanism (1) local structure preservation (1)

Papers

Attributed Graph Subspace Clustering with Graph-Boosting ACML 2023 Deep Fusion Clustering Network AAAI 2021 Multi-View Spectral Clustering with Optimal Neighborhood Laplacian Matrix AAAI 2020 Affine Equivariant Autoencoder IJCAI 2019 Deep Embedded Clustering with Data Augmentation ACML 2018 Improved Deep Embedded Clustering with Local Structure Preservation IJCAI 2017