@article{rucnlpir2026longhorizon,
  doi = {10.20944/preprints202607.1328.v1},
  url = {https://doi.org/10.20944/preprints202607.1328.v1},
  year = {2026},
  month = {July},
  publisher = {Preprints},
  author = {Guanting Dong and
            Xiaoshuai Song and
            Yuyang Hu and
            Jiajie Jin and
            Chenghao Zhang and
            Yifei Chen and
            Xiaoxi Li and
            Huaying Yuan and
            Xinyu Yang and
            Tongyu Wen and
            Jiejun Tan and
            Hongjin Qian and
            Shijue Huang and
            Junting Lu and
            Zhenyu Li and
            Wanjun Zhong and
            Yutao Zhu and
            Tat-Seng Chua and
            Zhicheng Dou and
            Ji-Rong Wen},
  title = {Towards Long-Horizon Agents: A Survey},
  journal = {Preprints}
}