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97
research
∙ 06/22/2022

Graph Neural Networks as Gradient Flows

Dynamical systems minimizing an energy are ubiquitous in geometry and ph...
Francesco Di Giovanni, et al. ∙
48
research
∙ 06/22/2022

Understanding and Extending Subgraph GNNs by Rethinking Their Symmetries

Subgraph GNNs are a recent class of expressive Graph Neural Networks (GN...
Fabrizio Frasca, et al. ∙
24
research
∙ 06/23/2022

pyKT: A Python Library to Benchmark Deep Learning based Knowledge Tracing Models

Knowledge tracing (KT) is the task of using students' historical learnin...
Zitao Liu, et al. ∙
29
research
∙ 06/22/2022

OpenXAI: Towards a Transparent Evaluation of Model Explanations

While several types of post hoc explanation methods (e.g., feature attri...
Chirag Agarwal, et al. ∙
19
research
∙ 06/23/2022

Evolutionary Time-Use Optimization for Improving Children's Health Outcomes

How someone allocates their time is important to their health and well-b...
Yue Xie, et al. ∙

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