Search Results for author: Zijie Guo

Found 2 papers, 1 papers with code

ORCA: A Global Ocean Emulator for Multi-year to Decadal Predictions

no code implementations24 May 2024 Zijie Guo, Pumeng Lyu, Fenghua Ling, Jing-Jia Luo, Niklas Boers, Wanli Ouyang, Lei Bai

Hindcasts of key oceanic variables demonstrate ORCA's remarkable prediction skills in predicting ocean variations compared with state-of-the-art numerical OGCMs and abilities in capturing occurrences of extreme events at the subsurface ocean and ENSO vertical patterns.

Long-range Meta-path Search on Large-scale Heterogeneous Graphs

3 code implementations17 Jul 2023 Chao Li, Zijie Guo, Qiuting He, Hao Xu, Kun He

To this end, we investigate the importance of different meta-paths and introduce an automatic framework for utilizing long-range dependency on heterogeneous graphs, denoted as Long-range Meta-path Search through Progressive Sampling (LMSPS).

Node Classification Node Property Prediction

Cannot find the paper you are looking for? You can Submit a new open access paper.