Gus Xia
13 papers · 2023–2025 · 5 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+3 more ↓ Show less ↑
🌉 Interdisciplinary Bridge · Gold 🗺️ Taxonomy Completionist (27) 🌍 Conference Polyglot · Silver 👥 Mega-Team · Squad 🗃️ Keyword Collector (64)
⚡
Prolific Year · Productive
🌈
Renaissance Researcher
(5)
💎
Century Club · Bronze
Venues
Top co-authors
Research topics
Machine Learning
(10)
Artificial Intelligence
(8)
Deep Learning
(8)
Core AI
(7)
Learning Types · Machine Learning
(7)
Models
(6)
Core Methods
(5)
Natural Language Processing
(3)
Computer Vision
(2)
Learning Types · Deep Learning
(2)
Resources & Methods
(2)
Techniques
(2)
Data Science & Analytics
(1)
Interdisciplinary
(1)
Analysis
(1)
Keywords
music generation
(5)
self-supervised learning
(3)
music understanding
(3)
large language model
(3)
parameter-efficient fine-tuning
(2)
music representation
(2)
music information retrieval
(2)
encoder-decoder architecture
(2)
symbolic music
(2)
representation learning
(2)
style transfer
(1)
acoustic model
(1)
audio processing
(1)
diffusion model
(1)
vector quantization
(1)
transfer learning
(1)
contrastive learning
(1)
multilingual text
(1)
representation disentanglement
(1)
cross-modal retrieval
(1)
Papers
CLaMP 3: Universal Music Information Retrieval Across Unaligned Modalities and Unseen Languages
ACL 2025
MuPT: A Generative Symbolic Music Pretrained Transformer
ICLR 2025
Music for All: Representational Bias and Cross-Cultural Adaptability of Music Generation Models
NAACL 2025
Unsupervised Disentanglement of Content and Style via Variance-Invariance Constraints
ICLR 2025
Arrange, Inpaint, and Refine: Steerable Long-term Music Audio Generation and Editing via Content-based Controls
IJCAI 2024
ChatMusician: Understanding and Generating Music Intrinsically with LLM
ACL 2024
MERT: Acoustic Music Understanding Model with Large-Scale Self-supervised Training
ICLR 2024
MusicMagus: Zero-Shot Text-to-Music Editing via Diffusion Models
IJCAI 2024
Structured Multi-Track Accompaniment Arrangement via Style Prior Modelling
NeurIPS 2024
Whole-Song Hierarchical Generation of Symbolic Music Using Cascaded Diffusion Models
ICLR 2024
Learning Interpretable Low-dimensional Representation via Physical Symmetry
NeurIPS 2023
MARBLE: Music Audio Representation Benchmark for Universal Evaluation
NeurIPS 2023
Q&A: Query-Based Representation Learning for Multi-Track Symbolic Music re-Arrangement
IJCAI 2023