Gus Xia
13 papers · 2023–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (11) π Renaissance Researcher (7) π§ Keyword Pioneer πΊοΈ Taxonomy Completionist (23) π Conference Polyglot (5)
π
Interdisciplinary Bridge
π
Keyword Champion
(2)
π₯
Mega-Team
(32)
π
Century Club
(13)
β‘
Prolific Year
(6)
Conferences
ICLR (4)
IJCAI (3)
NIPS (3)
ACL (2)
NAACL (1)
Top co-authors
Keywords
music generation
(4)
self-supervised learning
(2)
music representation
(2)
music understanding
(2)
music information retrieval
(2)
parameter-efficient fine-tuning
(2)
large language model
(2)
cross-modal retrieval
(1)
multimodal learning
(1)
zero-shot learning
(1)
autoregressive model
(1)
pre-trained model
(1)
diffusion model
(1)
latent space
(1)
encoder-decoder architecture
(1)
audio processing
(1)
retrieval-augmented generation
(1)
continual pre-training
(1)
vector quantization
(1)
vision-language model
(1)
Papers
CLaMP 3: Universal Music Information Retrieval Across Unaligned Modalities and Unseen Languages
ACL 2025
Music for All: Representational Bias and Cross-Cultural Adaptability of Music Generation Models
NAACL 2025
MuPT: A Generative Symbolic Music Pretrained Transformer
ICLR 2025
Unsupervised Disentanglement of Content and Style via Variance-Invariance Constraints
ICLR 2025
Whole-Song Hierarchical Generation of Symbolic Music Using Cascaded Diffusion Models
ICLR 2024
Structured Multi-Track Accompaniment Arrangement via Style Prior Modelling
NIPS 2024
ChatMusician: Understanding and Generating Music Intrinsically with LLM
ACL 2024
MERT: Acoustic Music Understanding Model with Large-Scale Self-supervised Training
ICLR 2024
Arrange, Inpaint, and Refine: Steerable Long-term Music Audio Generation and Editing via Content-based Controls
IJCAI 2024
MusicMagus: Zero-Shot Text-to-Music Editing via Diffusion Models
IJCAI 2024
Learning Interpretable Low-dimensional Representation via Physical Symmetry
NIPS 2023
MARBLE: Music Audio Representation Benchmark for Universal Evaluation
NIPS 2023
Q&A: Query-Based Representation Learning for Multi-Track Symbolic Music re-Arrangement
IJCAI 2023