MG-VAE: Deep Chinese Folk Songs Generation with Specific Regional Style. - Jing Luo 007; Xinyu Yang 001; Shulei Ji; Juan Li (CoRR, 2019)

A Comprehensive Survey on Deep Music Generation: Multi-level Representations, Algorithms, Evaluations, and Future Directions. - Shulei Ji; Jing Luo 007; Xinyu Yang 001 (CoRR, 2020)

ADFF: Attention Based Deep Feature Fusion Approach for Music Emotion Recognition. - Zi Huang; Shulei Ji; Zhilan Hu; Chuangjian Cai; Jing Luo 007; Xinyu Yang 001 (INTERSPEECH, 2022)

Emotion-Conditioned Melody Harmonization with Hierarchical Variational Autoencoder. - Shulei Ji; Xinyu Yang (SMC, 2023)

MusER: Musical Element-Based Regularization for Generating Symbolic Music with Emotion. - Shulei Ji; Xinyu Yang (AAAI, 2024)

Q-MMT: Qinqiang Opera Generation Based on Multi-track Music Transformer. - Yingnuo Li; Zhiming Cheng; Shulei Ji; Xinyu Yang (CyberC, 2024)

EmoMusicTV: Emotion-Conditioned Symbolic Music Generation With Hierarchical Transformer VAE. - Shulei Ji; Xinyu Yang 001 (IEEE Trans. Multim., 2024)

A Survey on Deep Learning for Symbolic Music Generation: Representations, Algorithms, Evaluations, and Challenges. - Shulei Ji; Xinyu Yang 001; Jing Luo 007 (ACM Comput. Surv., 2024)

RL-Chord: CLSTM-Based Melody Harmonization Using Deep Reinforcement Learning. - Shulei Ji; Xinyu Yang 001; Jing Luo 007; Juan Li (IEEE Trans. Neural Networks Learn. Syst., 2024)

Generative Music Models' Alignment with Professional and Amateur Users' Expectations. - Zihao Wang; Jiaxing Yu; Haoxuan Liu; Zehui Zheng; Yuhang Jin; Shuyu Li; Shulei Ji; Kejun Zhang (ACL (Findings), 2025)

A Comprehensive Survey on Generative AI for Video-to-Music Generation. - Shulei Ji; Songruoyao Wu; Zihao Wang; Shuyu Li; Kejun Zhang (CoRR, 2025)

A Survey on Music Generation from Single-Modal, Cross-Modal, and Multi-Modal Perspectives. - Shuyu Li; Shulei Ji; Zihao Wang; Songruoyao Wu; Jiaxing Yu; Kejun Zhang (CoRR, 2025)