Equilibrium Models

• http://implicit-layers-tutorial.org/
• [2019 Neurips]Deep equilibrium models
• [2020 Neurips]Implicit graph neural networks
• [2020 Neurips]On training implicit models
• [2021 MDS]Implicit deep learning
• [2023 ICDM]Infinitely Deep Graph Transformation Networkshttps://ieeexplore.ieee.org/document/10415694

Neural ODE/PED

• [2020 DLG]Graph Neural Ordinary Differential Equations
• [2020 ICML]Continuous graph neural networks
• [2020 KDD]Neural dynamics on complex networks
• [2021 ICML]GRAND- Graph Neural Diffusion
• [2021 KDD]Spatial-temporal graph ode networks for traffic flow forecasting
• [2022 KDD]Probabilistic Continuous-Time Whole-Graph Forecasting
• [2022 Neurips]Neural Temporal Walks- Motif-Aware Representation Learning on Continuous-Time Dynamic Graphs
• [2022 TKDE]Multivariate time series forecasting with dynamic graph neural odes
• [2020][Tutorial]Differential Deep Learning on Graphs and its Applications https://www.calvinzang.com/DDLG_AAAI_2020.html
• [2024][Chinese]Survey on Graph Neural Ordinary Differential Equationshttps://crad.ict.ac.cn/en/article/doi/10.7544/issn1000-1239.202440192