Showing 1–18 of 18 results
/ Date/ Name
Jun 23, 2021Weisfeiler and Lehman Go Cellular: CW NetworksJun 24, 2019Proximal Distilled Evolutionary Reinforcement LearningMar 4, 2021Weisfeiler and Lehman Go Topological: Message Passing Simplicial NetworksJun 17, 2022Sheaf Neural Networks with Connection LaplaciansSep 30, 2020The Role of Isomorphism Classes in Multi-Relational DatasetsFeb 10, 2020Deep Graph Mapper: Seeing Graphs through the Neural LensOct 1, 2019Quantile QT-Opt for Risk-Aware Vision-Based Robotic GraspingNov 14, 2020A Geometric Perspective on Self-Supervised Policy AdaptationFeb 9, 2022Neural Sheaf Diffusion: A Topological Perspective on Heterophily and Oversmoothing in GNNsApr 20, 2022Simplicial Attention NetworksJun 12, 2020On Second Order Behaviour in Augmented Neural ODEsMar 23, 2021Neural ODE ProcessesMay 2, 2018Text to Image Synthesis Using Generative Adversarial NetworksMay 20, 2024A Foundation Model for the Earth SystemNov 9, 2023Dirichlet Energy Enhancement of Graph Neural Networks by Framelet AugmentationJan 23, 2023On the Expressive Power of Geometric Graph Neural NetworksSep 28, 2025A Weather Foundation Model for the Power GridJun 6, 2023CIN++: Enhancing Topological Message Passing