@inproceedings{zhuang-etal-2026-mppreasoner, title = "{M}pp{R}easoner: Reasoning-Enhanced Large Language Models for Molecular Property Prediction", author = "Zhuang, Jiaxi and Shi, Yaorui and Hou, Jue and Ye, Mingwei and Xu, Mingjun and Su, Yuming and Zhang, Linfeng and Qian, Ying and Zhang, Linfeng and Ke, Guolin and Cai, Hengxing", 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.1796/", pages = "38399--38421", ISBN = "979-8-89176-462-0" }