学生培养
学术论文
主要论文 (*为通讯作者)
Cheng Yang, Yuansheng Liu*, ..., Xiao Luo*. Explicit dynamic cross-strand interactions for DNA sequence language modeling. Nature Machine Intelligence, 2026. (Nature子刊)
Wen Tao, Jing Tang*, Alvin Chan, Bryan Hooi, Baolong Bi, Nanyun Peng, Yuansheng Liu*, Yiwei Wang. How to Make Large Language Models Generate 100% Valid Molecules?. EMNLP, 2025. (自然语言处理领域四大顶会之一)
Leshan Lai, Yuansheng Liu*, Bosheng Song*, Keqin Li, Xiangxiang Zeng. Deep Generative Models for Therapeutic Peptide Discovery: A Comprehensive Review. ACM Computing Survey. 2025, 57(6), 1-29. (计算机顶级期刊、中科院一区)
Yuansheng Liu, Yichen Li, Enlian Chen, Jialu Xu, Wenhai Zhang, Xiangxiang Zeng, Xiao Luo*. Repeat and haplotype aware error correction in nanopore sequencing reads with DeChat. Communications Biology. 2024, 7 1678. (Nature旗下期刊、中科院一区)
Tao Tang, Tianyang Li, Weizhuo Li, Xiaofeng Cao, Yuansheng Liu*, Xiangxiang Zeng. Anti-symmetric-based framework for balanced learning of protein–protein interaction. Bioinformatics, 2024, 40(10): btae603. (CCF A类期刊)