Peiyu Liang

According to our database, Peiyu Liang authored at least 8 papers between 2018 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Topology-Guided Graph Pre-training and Prompt Learning on Directed Graphs.

Peiyu Liang, Chenguang Yang, Yixuan He, Rong Pan, Yuzhou Chen

Trans. Mach. Learn. Res., 2026

2025

Topology-Informed Pre-training of Graph Neural Networks.

Peiyu Liang, Yulia R. Gel, Yuzhou Chen

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

Topology-Induced Graph Transformer for Graph Representation Learning.

Peiyu Liang, Yuzhou Chen, Xubin He

Proceedings of the IEEE International Conference on Big Data, 2025

2024

Graph Association Analyses for Early Drug Discovery.

Wenfei Fan, Daji Li, Peiyu Liang, Shuhao Liu, Yaoshu Wang, Yiming Wang, Min Xie, Runjie Zhang

Proc. VLDB Endow., August, 2024

AMOSL: Adaptive Modality-wise Structure Learning in Multi-view Graph Neural Networks For Enhanced Unified Representation.

Peiyu Liang, Hongchang Gao, Xubin He

CoRR, 2024

CauchyGCN: Preserving Local Smoothness in Graph Convolutional Networks via a Cauchy-Based Message-Passing Scheme and Clustering Analysis.

Peiyu Liang, Hongchang Gao, Xubin He

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2024, 2024

2020

Research on Classification Model of Government Big Data Based on Deep Learning.

Qiong Yuan, Duqiang Mai, Ying Sun, Peiyu Liang

Proceedings of the Machine Learning for Cyber Security - Third International Conference, 2020

2018

A Broadband ±45° Dual-Polarized Multiple-Input Multiple-Output Antenna for 5G Base Stations with Extra Decoupling Elements.

Qi Wu, Peiyu Liang, Xiaoming Chen

J. Commun. Inf. Networks, 2018