Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining

GraphMAE: Self-Supervised Masked Graph Autoencoders

Zhenyu Hou, Xiao Liu, Yukuo Cen et al. · 2022 · 548 citations · Full text

Computing, Computer Science, Computational Linguistics +14

FLDetector: Defending Federated Learning Against Model Poisoning Attacks via Detecting Malicious Clients

Zaixi Zhang, Xiaoyu Cao, Jinyuan Jia et al. · 2022 · 296 citations

Computing, Computer Science, Computer Systems +8

Pre-training Enhanced Spatial-temporal Graph Neural Network for Multivariate Time Series Forecasting

Zezhi Shao, Zhao Zhang, Fei Wang et al. · 2022 · 265 citations · Full text

Computing, Data Science, Forecasting +16

Towards Universal Sequence Representation Learning for Recommender Systems

Yupeng Hou, Shanlei Mu, Wayne Xin Zhao et al. · 2022 · 250 citations

Computing, Computer Science, Machine Learning +12

Graph Neural Networks: Foundation, Frontiers and Applications

Lingfei Wu, Peng Cui, Jian Pei et al. · 2022 · 199 citations

Computing, Computer Science, Cybersecurity +12