Yang Yang

Can Abnormality be Detected by Graph Neural Networks?

Ziwei Chai, Siqi You, Yang Yang et al. · Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence · 2022 · 82 citations · Full text

Graph Neural Networks, Anomaly Detection, Graph Theory +12

Unsupervised Adversarially Robust Representation Learning on Graphs

Jiarong Xu, Yang Yang, Junru Chen et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2022 · 29 citations · Full text

Graph Topology, Geometric Learning, Graph Neural Network +15

Can GNN be Good Adapter for LLMs?

Xuanwen Huang, K. L. Han, Yang Yang et al. · 2024 · 27 citations

Structured Prediction, Engineering, Machine Learning +16

When to Pre-Train Graph Neural Networks? From Data Generation Perspective!

Yuxuan Cao, Jiarong Xu, Carl Yang et al. · 2023 · 17 citations · Full text

CogDL: A Comprehensive Library for Graph Deep Learning

Yukuo Cen, Zhenyu Hou, Yan Wang et al. · 2023 · 13 citations · Full text