MolEM: a unified generative framework for molecular graphs and sequential orders. - Hanwen Zhang 026; Deng Xiong; Xianggen Liu; Jiancheng Lv 001 (Briefings Bioinform., 2025)

Policy-Based Active Learning for Efficient Molecular Identification. - Hanwen Zhang 026; Wencheng Liu; Wenhao Zheng 002; Ting Kang; Shilong Hu; Zhuang Miao; Jin Liu; Bowen Ke; Xianggen Liu; Jiancheng Lv 001 (J. Chem. Inf. Model., 2026)

ProtoDiff: Prototypical Diffusion Model for Few-Shot Molecular Image Generation. - Wenhao Zheng 002; Peidong Liu; Hanwen Zhang 026; Chenwei Sun; Xiong Deng; Xianggen Liu; Jiancheng Lv 001 (IEEE Trans. Comput. Biol. Bioinform., 2026)