Zhiping Xiao

A Comprehensive Survey on Deep Graph Representation Learning

Wei Ju, Zheng Fang, Yiyang Gu et al. · Neural Networks · 2024 · 261 citations

Graph Neural Network, Graph Representation Learning, Graph Theory +8

COOL: A Conjoint Perspective on Spatio-Temporal Graph Neural Network for Traffic Forecasting

Wei Ju, Yusheng Zhao, Yifang Qin et al. · Information Fusion · 2024 · 46 citations

Intelligent Traffic Management, Network Flows, Engineering +12

Native Sparse Attention: Hardware-Aligned and Natively Trainable Sparse Attention

Jingyang Yuan, Huazuo Gao, Damai Dai et al. · 2025 · 26 citations · Full text

A Survey of Graph Neural Networks in Real world: Imbalance, Noise, Privacy and OOD Challenges

Wei Ju, Siyu Yi, Yifan Wang et al. · arXiv (Cornell University) · 2024 · 22 citations · Full text

Privacy Protection, Engineering, Machine Learning +22

Towards Graph Contrastive Learning: A Survey and Beyond

Wei Ju, Yifan Wang, Yifang Qin et al. · arXiv (Cornell University) · 2024 · 22 citations · Full text

Graph Neural Network, Engineering, Graph Theory +13