@InProceedings{Mathys2025longrange, author= {Joël Mathys and Henrik Christiansen and Federico Errica and Francesco Alesiani}, title= {{Long-Range Ising Model: A Benchmark for Long-Range Capabilities in Graph Learning}}, booktitle= {{22nd International Workshop on Mining and Learning with Graphs (MLG@ECMLPKDD), Porto, Portugal}}, month= {September}, year= {2025}, }