@inproceedings{liu-etal-2026-graph,
    title = "Graph Reasoning Paradigm: Structured and Symbolic Reasoning with Topology-Aware Reinforcement Learning for Large Language Models",
    author = "Liu, Runxuan  and
      Ou, Xianhao  and
      Ma, Xinyan  and
      Wang, Jiyuan  and
      Liang, Jiafeng  and
      Li, Jiaqi  and
      He, Tao  and
      Chu, Zheng  and
      Mu, Rongchuan  and
      Wang, Zekun  and
      Wang, Baoxin  and
      Wu, Dayong  and
      Liu, Ming  and
      Wang, Shijin  and
      Hu, Guoping  and
      Qin, Bing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1660/",
    pages = "35859--35881",
    ISBN = "979-8-89176-390-6"
}