SymforNet: application of cross-modal information correspondences based on self-supervision in symbolic music generation. - Halidanmu Abudukelimu; Jishang Chen; Yunze Liang; Abudoukelimu Abulizi; Alimujiang Yasen (Appl. Intell., 2024)

MusicAOG: An Energy-Based Model for Learning and Sampling a Hierarchical Representation of Symbolic Music. - Yikai Qian; Tianle Wang 007; Jishang Chen; Peiyang Yu; Duo Xu 004; Xin Jin 015; Feng Yu; Song-Chun Zhu (IEEE Trans. Comput. Soc. Syst., 2025)

MAML-XL: a symbolic music generation method based on meta-learning and Transformer-XL. - Yunze Liang; Halidanmu Abudukelimu; Jishang Chen; Abudoukelimu Abulizi; Wenqiang Guo (Multim. Syst., 2025)