Zixing Song

A Survey on Deep Semi-Supervised Learning

Xiangli Yang, Zixing Song, Irwin King et al. · IEEE Transactions on Knowledge and Data Engineering · 2022 · 764 citations

Artificial Intelligence, Graph Neural Network, Engineering +14

COSTA

Yifei Zhang, Hao Zhu, Zixing Song et al. · Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining · 2022 · 91 citations · Full text

Geometric Learning, Graph Representation Learning, Machine Learning +16

Spectral Feature Augmentation for Graph Contrastive Learning and Beyond

Yifei Zhang, Hao Zhu, Zixing Song et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2023 · 75 citations · Full text

Spectral Theory, Geometric Learning, Engineering +22

A Survey on Deep Semi-supervised Learning

Xiangli Yang, Zixing Song, Irwin King et al. · arXiv (Cornell University) · 2021 · 33 citations · Full text

Graph Neural Network, Engineering, Machine Learning +13

Towards an Optimal Asymmetric Graph Structure for Robust Semi-supervised Node Classification

Zixing Song, Yifei Zhang, Irwin King · Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining · 2022 · 29 citations · Full text

Graph Representation Learning, Machine Learning, Graph Generation +18