Gus Xia

Associate Professor, mld, Mohamed bin Zayed University of Artificial Intelligence

Joined

September 2022

Names

Gus Xia (Preferred)

Emails

****@gmail.com (Confirmed)

Personal Links

Homepage

DBLP

ORCID

Career & Education History

Associate Professor

mld, Mohamed bin Zayed University of Artificial Intelligence (mbzuai.ac.ae)

2025 – Present

PhD student

Carnegie Mellon University (cmu.edu)

2010 – 2016

Advisors, Relations & Conflicts

PhD Advisee

Junyan Jiang

2017 – 2022

PhD Advisor

Roger Dannenberg

2010 – 2016

Expertise

representation learning

2017 – Present

Computer Music

2010 – Present

Publications

Bridging Perceptual and Analytic Dynamics via Function Alignment
Yuxuan Wu, Gus Xia
- ICLR 2026 Re-Align Workshop
- Readers: Everyone
Learning Music Style For Piano Arrangement Through Cross-Modal Bootstrapping
Jingwei Zhao, Gus Xia, Ziyu Wang, Ye Wang
- Submitted to ICLR 2026
- Readers: Everyone
CartoonSing: Unifying Human and Nonhuman Timbres in Singing Generation
Jionghao Han, Jiatong Shi, Zhuoyan Tao, Yuxun Tang, Yiwen Zhao, Gus Xia, Shinji Watanabe
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
YuE: Scaling Open Foundation Models for Long-Form Music Generation
Ruibin Yuan, Hanfeng Lin, Shuyue Guo, Ge Zhang, Jiahao Pan, Yongyi Zang, Haohe Liu, Yiming Liang, Wenye Ma, Xingjian Du, Xeron Du, Zhen Ye, Tianyu Zheng, Zhengxuan Jiang, Yinghao Ma, Minghao Liu, Zeyue Tian, Ziya Zhou, Liumeng Xue, Xingwei Qu et al. (38 additional authors not shown)
- ICLR 2026 Poster
- Readers: Everyone
RuleEdit: Benchmarking Rule-Level Knowledge Editing in Large Language Models
Jizhi Zhang, Dylan Xinming Hou, Zhaoyi Li, Muhammad Asif Ali, Gus Xia, Lijie Hu
- Submitted to ICLR 2026
- Readers: Everyone
Who Gets Heard? Rethinking Fairness in AI for Music Systems
Atharva Mehta, Shivam Chauhan, Megha Sharma, Gus Xia, Kaustuv Kanti Ganguli, Nishanth Chandran, Zeerak Talat, Monojit Choudhury
- AI4Music
- Readers: Everyone
BOSSA: Learning Music Style Through Cross-Modal Bootstrapping
Jingwei Zhao, Ziyu Wang, Gus Xia, Ye Wang
- AI4Music
- Readers: Everyone
Unifying Symbolic Music Arrangement: Track-Aware Reconstruction and Structured Tokenization
Longshen Ou, Jingwei Zhao, Ziyu Wang, Gus Xia, Qihao Liang, Torin Hopkins, Ye Wang
- NeurIPS 2025 poster
- Readers: Everyone
Do Large Language Models Perceive Orderly Number Concepts as Humans?
Xuanjie Liu, Cong Zeng, Shengkun Tang, Ziyu Wang, zhiqiang xu, Gus Xia
- ICLR 2025 Re-Align Workshop Poster
- Readers: Everyone
Unsupervised Disentanglement of Content and Style via Variance-Invariance Constraints
Yuxuan Wu, Ziyu Wang, Bhiksha Raj, Gus Xia
- ICLR 2025 Poster
- Readers: Everyone

View all 18 publications

Co-Authors

View all 107 co-authors