Silu He

LSTTN: A Long-Short Term Transformer-based spatiotemporal neural network for traffic flow forecasting

Qinyao Luo, Silu He, Xing Han et al. · Knowledge-Based Systems · 2024 · 93 citations · Full text

Forecasting Methodology, Network Flows, Engineering +8

STGC-GNNs: A GNN-based traffic prediction framework with a spatial–temporal Granger causality graph

Silu He, Qinyao Luo, Ronghua Du et al. · Physica A Statistical Mechanics and its Applications · 2023 · 64 citations · Full text

Augmentation-Free Graph Contrastive Learning of Invariant-Discriminative Representations

Haifeng Li, Jun Cao, Jiawei Zhu et al. · IEEE Transactions on Neural Networks and Learning Systems · 2023 · 60 citations

Geometric Learning, Data Augmentation, Graph Neural Networks +14

CAT: A causal graph attention network for trimming heterophilic graphs

Silu He, Qinyao Luo, Xinsha Fu et al. · Information Sciences · 2024 · 15 citations

Network Science, Graph Theory, Data Science +13

Ollivier–Ricci Curvature Based Spatio-Temporal Graph Neural Networks for Traffic Flow Forecasting

Xing Han, Guowei Zhu, Ling Zhao et al. · Symmetry · 2023 · 12 citations · Full text