@inproceedings{wen-etal-2026-aligning, title = "Aligning Progress and Feasibility: A Neuro-Symbolic Dual Memory Framework for Long-Horizon {LLM} Agents", author = "Wen, Bin and Zhang, Ruoxuan and Chen, Yang and Xie, Hongxia and Guo, Lan-Zhe", editor = "Lee, Hung-Yi and Dev, Sunipa and Li, Jessy and Elliott, Desmond", booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.findings-emnlp.227/", pages = "4767--4791", ISBN = "979-8-89176-462-0" }