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Shuming Ma
Shuming Ma
5
papers
2,002
total citations
papers (5)
Grounding Multimodal Large Language Models to the World
ICLR 2024
arXiv
1,059
citations
Language Is Not All You Need: Aligning Perception with Language Models
NEURIPS 2023
arXiv
691
citations
On the Representation Collapse of Sparse Mixture of Experts
NEURIPS 2022
arXiv
142
citations
Towards Thinking-Optimal Scaling of Test-Time Compute for LLM Reasoning
NEURIPS 2025
arXiv
103
citations
On the Pareto Front of Multilingual Neural Machine Translation
NEURIPS 2023
arXiv
7
citations