Paper-Conference

Long-Range Ising Model - A Benchmark for Long-Range Capabilities in Graph Learning

Joris Mathys

• Jan 1, 2025 • 1 min read

Hierarchy-based Clifford Group Equivariant Message Passing Neural Networks

Takashi Maruyama

• Jun 1, 2024 • 1 min read

Generalized Precise Orbit Prediction of LEO Satellites via Physics Informed Machine Learning

Takashi Maruyama

• Jan 1, 2024 • 1 min read

Learning neural pde solvers with parameter-guided channel attention

Makoto Takamoto

• Jan 1, 2023 • 1 min read

Implicit bilevel optimization: Differentiating through bilevel optimization programming

Francesco Alesiani

• Jan 1, 2023 • 1 min read

Differentiable MaxSAT Message Passing

Francesco Alesiani

• Jan 1, 2023 • 1 min read

Principle of relevant information for graph sparsification

Shujian Yu

• Jan 1, 2022 • 1 min read

Modular-relatedness for continual learning

Ammar Shaker

• Jan 1, 2022 • 1 min read

HyperFNO: Improving the generalization behavior of Fourier Neural Operators

Francesco Alesiani

• Jan 1, 2022 • 1 min read

BiGrad: Differentiating through bilevel optimization programming

Francesco Alesiani

• Jan 1, 2022 • 1 min read