Jiong Zhu

Beyond Homophily in Graph Neural Networks: Current Limitations and\n Effective Designs

Jiong Zhu, Yujun Yan, Lingxiao Zhao et al. · arXiv (Cornell University) · 2020 · 265 citations · Full text

Graph Neural Networks with Heterophily

Jiong Zhu, Ryan A. Rossi, Anup Rao et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2021 · 193 citations · Full text

Geometric Learning, Graph Neural Networks, Network Science +13

Beyond Homophily in Graph Neural Networks: Current Limitations and Effective Designs

Jiong Zhu, Yujun Yan, Lingxiao Zhao et al. · arXiv (Cornell University) · 2020 · 171 citations · Full text

Geometric Learning, Engineering, Machine Learning +18

Review of classical dimensionality reduction and sample selection methods for large-scale data processing

Xinzheng Xu, Tianming Liang, Jiong Zhu et al. · Neurocomputing · 2018 · 137 citations

Large-scale Data Processing, Engineering, Machine Learning +12

Multi-Model Fusion Short-Term Load Forecasting Based on Random Forest Feature Selection and Hybrid Neural Network

Xuan Yi, Weiguo Si, Jiong Zhu et al. · IEEE Access · 2021 · 116 citations · Full text

Forecasting Methodology, Engineering, Machine Learning +16