Xia, Gus

14 publications

ICLRW 2025 Do Large Language Models Perceive Orderly Number Concepts as Humans? Xuanjie Liu, Cong Zeng, Shengkun Tang, Ziyu Wang, Zhiqiang Xu, Gus Xia
ICLR 2025 MuPT: A Generative Symbolic Music Pretrained Transformer Xingwei Qu, Yuelin Bai, Yinghao Ma, Ziya Zhou, Ka Man Lo, Jiaheng Liu, Ruibin Yuan, Lejun Min, Xueling Liu, Tianyu Zhang, Xeron Du, Shuyue Guo, Yiming Liang, Yizhi Li, Shangda Wu, Junting Zhou, Tianyu Zheng, Ziyang Ma, Fengze Han, Wei Xue, Gus Xia, Emmanouil Benetos, Xiang Yue, Chenghua Lin, Xu Tan, Wenhao Huang, Jie Fu, Ge Zhang
NeurIPS 2025 Unifying Symbolic Music Arrangement: Track-Aware Reconstruction and Structured Tokenization Longshen Ou, Jingwei Zhao, Ziyu Wang, Gus Xia, Qihao Liang, Torin Hopkins, Ye Wang
ICLR 2025 Unsupervised Disentanglement of Content and Style via Variance-Invariance Constraints Yuxuan Wu, Ziyu Wang, Bhiksha Raj, Gus Xia
IJCAI 2024 Arrange, Inpaint, and Refine: Steerable Long-Term Music Audio Generation and Editing via Content-Based Controls Liwei Lin, Gus Xia, Yixiao Zhang, Junyan Jiang
NeurIPSW 2024 Do Music LLMs Learn Symbolic Concepts? a Pilot Study Using Probing and Intervention Wenye Ma, Xinyue Li, Gus Xia
ICMLW 2024 Exploring the Internal Mechanisms of Music LLMs: A Study of Root and Quality via Probing and Intervention Techniques Wenye Ma, Gus Xia
ICLR 2024 MERT: Acoustic Music Understanding Model with Large-Scale Self-Supervised Training Yizhi Li, Ruibin Yuan, Ge Zhang, Yinghao Ma, Xingran Chen, Hanzhi Yin, Chenghao Xiao, Chenghua Lin, Anton Ragni, Emmanouil Benetos, Norbert Gyenge, Roger Dannenberg, Ruibo Liu, Wenhu Chen, Gus Xia, Yemin Shi, Wenhao Huang, Zili Wang, Yike Guo, Jie Fu
IJCAI 2024 MusicMagus: Zero-Shot Text-to-Music Editing via Diffusion Models Yixiao Zhang, Yukara Ikemiya, Gus Xia, Naoki Murata, Marco A. Martínez Ramírez, Wei-Hsiang Liao, Yuki Mitsufuji, Simon Dixon
NeurIPS 2024 Structured Multi-Track Accompaniment Arrangement via Style Prior Modelling Jingwei Zhao, Gus Xia, Ziyu Wang, Ye Wang
ICLR 2024 Whole-Song Hierarchical Generation of Symbolic Music Using Cascaded Diffusion Models Ziyu Wang, Lejun Min, Gus Xia
NeurIPS 2023 Learning Interpretable Low-Dimensional Representation via Physical Symmetry Xuanjie Liu, Daniel Chin, Yichen Huang, Gus Xia
NeurIPS 2023 MARBLE: Music Audio Representation Benchmark for Universal Evaluation Ruibin Yuan, Yinghao Ma, Yizhi Li, Ge Zhang, Xingran Chen, Hanzhi Yin, Zhuo Le, Yiqi Liu, Jiawen Huang, Zeyue Tian, Binyue Deng, Ningzhi Wang, Chenghua Lin, Emmanouil Benetos, Anton Ragni, Norbert Gyenge, Roger Dannenberg, Wenhu Chen, Gus Xia, Wei Xue, Si Liu, Shi Wang, Ruibo Liu, Yike Guo, Jie Fu
IJCAI 2023 Q&A: Query-Based Representation Learning for Multi-Track Symbolic Music Re-Arrangement Jingwei Zhao, Gus Xia, Ye Wang