@inproceedings{pu-etal-2026-mcle, title = "{MCLE}-Mol: Empowering {LLM} with Molecular Comprehension and Low-Cost Continual Evolution for Interpretable Property Prediction", author = "Pu, Zhili and Zhang, Lantian and Duan, Hao and Zhang, Zhixing and Zhu, Keyun and Fan, Yongqi and Hou, Ruihui and Ruan, Tong and Tang, Yun", 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.262/", pages = "5305--5333", ISBN = "979-8-89176-395-1" }