A Framework for Automated Pop-song Melody Generation with Piano Accompaniment Arrangement. - Ziyu Wang 008; Gus Xia (CoRR, 2018)

Transferring Piano Performance Control across Environments. - Maoran Xu; Ziyu Wang 008; Gus Xia (ICASSP, 2019)

Deep Music Analogy Via Latent Representation Disentanglement. - Ruihan Yang; Dingsu Wang; Ziyu Wang 008; Tianyao Chen; Junyan Jiang; Gus Xia (ISMIR, 2019)

POP909: A Pop-Song Dataset for Music Arrangement Generation. - Ziyu Wang 008; Ke Chen 021; Junyan Jiang; Yiyi Zhang; Maoran Xu; Shuqi Dai; Gus Xia (ISMIR, 2020)

Learning Interpretable Representation for Controllable Polyphonic Music Generation . - Ziyu Wang 008; Dingsu Wang; Yixiao Zhang 002; Gus Xia (ISMIR, 2020)

PIANOTREE VAE: Structured Representation Learning for Polyphonic Music. - Ziyu Wang 008; Yiyi Zhang; Yixiao Zhang 002; Junyan Jiang; Ruihan Yang; Gus Xia; Junbo Zhao (ISMIR, 2020)

POP909: A Pop-song Dataset for Music Arrangement Generation. - Ziyu Wang 008; Ke Chen 021; Junyan Jiang; Yiyi Zhang; Maoran Xu; Shuqi Dai; Xianbin Gu; Gus Xia (CoRR, 2020)

MuseBERT: Pre-training Music Representation for Music Understanding and Controllable Generation. - Ziyu Wang 008; Gus Xia (ISMIR, 2021)

Audio-To-Symbolic Arrangement Via Cross-Modal Music Representation Learning. - Ziyu Wang 008; Dejing Xu; Gus Xia; Ying Shan (ICASSP, 2022)

Modeling perceptual loudness of piano tone: theory and applications. - Yang Qu; Yutian Qin; Lecheng Chao; Hangkai Qian; Ziyu Wang 008; Gus Xia (ISMIR, 2022)

Controllable Music Inpainting with Mixed-Level and Disentangled Representation. - Shiqi Wei; Ziyu Wang 008; Weiguo Gao; Gus Xia (ICASSP, 2023)

Whole-Song Hierarchical Generation of Symbolic Music Using Cascaded Diffusion Models. - Ziyu Wang 008; Lejun Min; Gus Xia (ICLR, 2024)

Exploring GPT's Ability as a Judge in Music Understanding. - Kun Fang; Ziyu Wang 008; Gus Xia; Ichiro Fujinaga (ISMIR, 2024)

Structured Multi-Track Accompaniment Arrangement via Style Prior Modelling. - Jingwei Zhao; Gus Xia; Ziyu Wang 008; Ye Wang 007 (NeurIPS, 2024)

ChatMusician: Understanding and Generating Music Intrinsically with LLM. - Ruibin Yuan; Hanfeng Lin; Yi Wang 033; Zeyue Tian; Shangda Wu; Tianhao Shen; Ge Zhang 009; Yuhang Wu; Cong Liu; Ziya Zhou; Ziyang Ma 001; Liumeng Xue; et al. (CoRR, 2024)

Formalization of Complexity Analysis of the First-order Optimization Algorithms. - Chenyi Li; Ziyu Wang 008; Wanyi He; Yuxuan Wu; Shengyang Xu; Zaiwen Wen (CoRR, 2024)

Emergent Interpretable Symbols and Content-Style Disentanglement via Variance-Invariance Constraints. - Yuxuan Wu; Ziyu Wang 008; Bhiksha Raj; Gus Xia (CoRR, 2024)

Foundation Models for Music: A Survey. - Yinghao Ma; Anders Øland; Anton Ragni; Bleiz Macsen Del Sette; Charalampos Saitis; Chris Donahue; Chenghua Lin; Christos Plachouras; Emmanouil Benetos; Elio Quinton; Elona Shatri; Fabio Morreale; et al. (CoRR, 2024)

Unlocking Potential in Pre-Trained Music Language Models for Versatile Multi-Track Music Arrangement. - Longshen Ou; Jingwei Zhao; Ziyu Wang 008; Gus Xia; Ye Wang 007 (CoRR, 2024)

Unsupervised Disentanglement of Content and Style via Variance-Invariance Constraints. - Yuxuan Wu; Ziyu Wang 008; Bhiksha Raj; Gus Xia (ICLR, 2025)

High-Resolution Sustain Pedal Depth Estimation from Piano Audio Across Room Acoustics. - Kun Fang; Hanwen Zhang; Ziyu Wang 008; Ichiro Fujinaga (CoRR, 2025)