Yinghao Ma
7 papers · 2023–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Renaissance Researcher (5) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) πΊοΈ Taxonomy Completionist (19)
π
Cross-Pollinator
(13)
π₯
Mega-Team
(32)
β‘
Prolific Year
(5)
Conferences
ACL (2)
ICLR (2)
NIPS (2)
NAACL (1)
Top co-authors
Keywords
large language model
(3)
music representation
(2)
transfer learning
(2)
music understanding
(2)
continual pre-training
(2)
pre-trained model
(1)
scaling law
(1)
downstream performance
(1)
mixture ratio
(1)
cross-domain generalization
(1)
music generation
(1)
chinese language processing
(1)
chinese language
(1)
music information retrieval
(1)
audio representation
(1)
audio-language model
(1)
model generalizability
(1)
audio benchmark
(1)
music captioning
(1)
zero-shot generalizability
(1)
Papers
MuPT: A Generative Symbolic Music Pretrained Transformer
ICLR 2025
D-CPT Law: Domain-specific Continual Pre-Training Scaling Law for Large Language Models
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
CIF-Bench: A Chinese Instruction-Following Benchmark for Evaluating the Generalizability of Large Language Models
ACL 2024
MusiLingo: Bridging Music and Text with Pre-trained Language Models for Music Captioning and Query Response
NAACL 2024
MARBLE: Music Audio Representation Benchmark for Universal Evaluation
NIPS 2023