@article{lostinserializationinvarianceandgenerali, title = {Lost in Serialization: Invariance and Generalization of LLM Graph Reasoners}, author = {Daniel Herbst and Lea Karbevska and Divyanshu Kumar and Akanksha Ahuja and Fatemeh Gholamzadeh Nasrabadi and Fabrizio Frasca}, year = {2025}, eprint = {2511.10234}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2511.10234}, }