Christiansen, Henrik

4 publications

ICLR 2026 Adaptive Width Neural Networks Federico Errica, Henrik Christiansen, Viktor Zaverkin, Mathias Niepert, Francesco Alesiani

ICLR 2026 LRIM: A Physics-Based Benchmark for Provably Evaluating Long-Range Capabilities in Graph Learning Joël Mathys, Henrik Christiansen, Federico Errica, Takashi Maruyama, Francesco Alesiani

ICML 2025 Adaptive Message Passing: A General Framework to Mitigate Oversmoothing, Oversquashing, and Underreaching Federico Errica, Henrik Christiansen, Viktor Zaverkin, Takashi Maruyama, Mathias Niepert, Francesco Alesiani

NeurIPS 2024 Higher-Rank Irreducible Cartesian Tensors for Equivariant Message Passing Viktor Zaverkin, Francesco Alesiani, Takashi Maruyama, Federico Errica, Henrik Christiansen, Makoto Takamoto, Nicolas Weber, Mathias Niepert