Beyond Laplacian Smoothing for Semi-supervised Community Detection. - Guoguo Ai; Hui Yan; Jian Yang 003; Xin Li (KSEM, 2021)

Discriminative Graph Convolutional Networks for Semi-supervised Node Classification. - Guoguo Ai; Hui Yan; Yuxin Chen (ICTAI, 2022)

Adaptive Order Aggregator and Extractor Graph Neural Network. - Ling Guo; Guoguo Ai; Hui Yan (ICASSP, 2024)

GrokFormer: Graph Fourier Kolmogorov-Arnold Transformers. - Guoguo Ai; Guansong Pang; Hezhe Qiao; Yuan Gao; Hui Yan (CoRR, 2024)

A2GCN: Graph Convolutional Networks with Adaptive Frequency and Arbitrary Order. - Guoguo Ai; Hui Yan; Huan Wang; Xin Li (Pattern Recognit., 2024)

Neighbors selective Graph Convolutional Network for homophily and heterophily. - Guoguo Ai; Yuan Gao; Huan Wang; Xin Li; Jin Wang; Hui Yan (Pattern Recognit. Lett., 2024)

Selective-Hop Graph Neural Networks for semi-supervised node classification. - Hui Yan; Guoguo Ai; Xin Li (Neurocomputing, 2025)

Contrastive message passing for robust graph neural networks with sparse labels. - Hui Yan; Yuan Gao 032; Guoguo Ai; Huan Wang; Xin Li 086 (Neural Networks, 2025)

Semi-supervised Graph Anomaly Detection via Robust Homophily Learning. - Guoguo Ai; Hezhe Qiao; Hui Yan; Guansong Pang (CoRR, 2025)