Relational inductive biases, deep learning, and graph networks

• Advancing Federated Learning in 6G: A Trusted Architecture with Graph-Based Analysis

  2023 Globecom conference-paper Computer Science Privacy-Preserving Technologies in Data

  11

  citations
• Model-based Reinforcement Learning: A Survey

  2023 Foundations and Trends® in Machine Learning article Computer Science Reinforcement Learning in Robotics Open access cited by 2 patents

  530

  citations
• Modern Learning from Big Data in Critical Care: Primum Non Nocere

  2022 Neurocritical Care article Computer Science Machine Learning in Healthcare Open access

  11

  citations
• The Surprising Power of Graph Neural Networks with Random Node Initialization

  2021 conference-paper Computer Science Advanced Graph Neural Networks Open access cited by 1 patent

  14

  citations
• Challenging the Security of Logic Locking Schemes in the Era of Deep Learning: A Neuroevolutionary Approach

  2021 ACM Journal on Emerging Technologies in Computing Systems article Computer Science Physical Unclonable Functions (PUFs) and Hardware Security Open access

  85

  citations
• Accurately Solving Physical Systems with Graph Learning

  2020 arXiv (Cornell University) preprint Computer Science Computer Graphics and Visualization Techniques Open access

  4

  citations
• SO(3)-invariance of informed-graph-based deep neural network for anisotropic elastoplastic materials

  2020 Computer Methods in Applied Mechanics and Engineering article Engineering Elasticity and Material Modeling Open access

  129

  citations

7 results