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Ziyang Ma — most-cited papers & profile · Large Language Models
← authors
·
overview
Ziyang Ma
58
papers ·
181
citations ·
10
h-index
Nanyang Technological University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
ChatMusician: Understanding and Generating Music Intrinsically with LLM
2024 · 4 citations
CONCAT: Consensus- and Confidence-Driven Ad Hoc Teaming for Efficient LLM-Based Multi-Agent Systems
2026
YuE: Scaling Open Foundation Models for Long-Form Music Generation
2025
MAP-Neo: Highly Capable and Transparent Bilingual Large Language Model Series
2024
Top co-authors
Chenghua Lin
· 3
Emmanouil Benetos
· 3
Ge Zhang
· 3
Wenhao Huang
· 3
Wenhu Chen
· 3
Yiming Liang
· 3
Yinghao Ma
· 3
Yizhi Li
· 3
Gus Xia
· 2
Hanfeng Lin
· 2
Jiaheng Liu
· 2
Liumeng Xue
· 2
Topics
Training Techniques
Model Architecture
Fine-Tuning
Code
Efficiency
Agentic
In-Context Learning
Evaluation