作者位次 #2/8ACL 2026Poster· Natural Language Processing
CAML : A Conflict-Aware Molecular Language Model Merging Framework for Multi-Constraint Molecular Generation
Xuanbai Ren · Luoda Tan · Pei Liu · Tengfei Ma · Xiangzheng Fu · Longyue Wang · Yiping Liu · xiangxiang Zeng
摘要
Transfer learning has demonstrated efficacy in single-property constraint molecular generation. However, real-world drug discovery demands molecules to satisfy multiple property constraints. Existing paradigms often struggle with this challenge due to catastrophic forgetting or gradient conflicts...