Summary of Phympgn: Physics-encoded Message Passing Graph Network For Spatiotemporal Pde Systems, by Bocheng Zeng et al.
PhyMPGN: Physics-encoded Message Passing Graph Network for spatiotemporal PDE systemsby Bocheng Zeng, Qi Wang, Mengtao…
Summary of Sttm: a New Approach Based Spatial-temporal Transformer and Memory Network For Real-time Pressure Signal in On-demand Food Delivery, by Jiang Wang et al.
STTM: A New Approach Based Spatial-Temporal Transformer And Memory Network For Real-time Pressure Signal In…
Summary of Using Pretrained Graph Neural Networks with Token Mixers As Geometric Featurizers For Conformational Dynamics, by Zihan Pengmei et al.
Using pretrained graph neural networks with token mixers as geometric featurizers for conformational dynamicsby Zihan…
Summary of A Survey on Graph Neural Networks For Remaining Useful Life Prediction: Methodologies, Evaluation and Future Trends, by Yucheng Wang et al.
A Survey on Graph Neural Networks for Remaining Useful Life Prediction: Methodologies, Evaluation and Future…
Summary of One Node Per User: Node-level Federated Learning For Graph Neural Networks, by Zhidong Gao et al.
One Node Per User: Node-Level Federated Learning for Graph Neural Networksby Zhidong Gao, Yuanxiong Guo,…
Summary of Duognn: Topology-aware Graph Neural Network with Homophily and Heterophily Interaction-decoupling, by K. Mancini and I. Rekik
DuoGNN: Topology-aware Graph Neural Network with Homophily and Heterophily Interaction-Decouplingby K. Mancini, I. RekikFirst submitted…
Summary of Enhancing Robustness Of Graph Neural Networks Through P-laplacian, by Anuj Kumar Sirohi et al.
Enhancing Robustness of Graph Neural Networks through p-Laplacianby Anuj Kumar Sirohi, Subhanu Halder, Kabir Kumar,…
Summary of Positional Encoder Graph Quantile Neural Networks For Geographic Data, by William E. R. De Amorim et al.
Positional Encoder Graph Quantile Neural Networks for Geographic Databy William E. R. de Amorim, Scott…
Summary of Review Of Digital Asset Development with Graph Neural Network Unlearning, by Zara Lisbon
Review of Digital Asset Development with Graph Neural Network Unlearningby Zara LisbonFirst submitted to arxiv…
Summary of A Model-constrained Discontinuous Galerkin Network (dgnet) For Compressible Euler Equations with Out-of-distribution Generalization, by Hai V. Nguyen et al.
A Model-Constrained Discontinuous Galerkin Network (DGNet) for Compressible Euler Equations with Out-of-Distribution Generalizationby Hai V.…