@inproceedings{hu-etal-2026-querylink, title = "{Q}uery{L}ink: Leveraging Query-Memory Alignment for Long-Term Reasoning in {LLM} Agents", author = "Hu, Xuxian and Teng, Zhu and Zhang, Wei and He, Ming and Fan, Jianping", editor = "Liakata, Maria and Moreira, Viviane P. and Zhang, Jiajun and Jurgens, David", booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026", month = jul, year = "2026", address = "San Diego, California, United States", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.765/", pages = "15608--15621", ISBN = "979-8-89176-395-1" }