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Adaptive Message Passing: A General Framework to Mitigate Oversmoothing, Oversquashing, and Underreaching

Federico Errica, Henrik Christiansen, Viktor Zaverkin, Takashi Maruyama, Mathias Niepert, Francesco Alesiani

, , 2025.


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@article{errica2025adaptivemessagepassinggeneral, title = {Adaptive Message Passing: A General Framework to Mitigate Oversmoothing, Oversquashing, and Underreaching}, author = {Errica, Federico and Christiansen, Henrik and Zaverkin, Viktor and Maruyama, Takashi and Niepert, Mathias and Alesiani, Francesco}, year = {2025}, eprint = {2312.16560}, archiveprefix = {arXiv}, primaryclass = {cs.LG}, url = {https://arxiv.org/abs/2312.16560} }