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Shuming Ma — most-cited papers & profile · Computer Vision
← authors
·
overview
Shuming Ma
11
papers ·
37
citations ·
31
h-index
Dalian University of Technology
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
The Era of 1-bit LLMs: All Large Language Models are in 1.58 Bits
2024 · 37 citations
LongReasonArena: A Long Reasoning Benchmark for Large Language Models
2025
BitNet b1.58 2B4T Technical Report
2025
BitNet v2: Native 4-bit Activations with Hadamard Transformation for 1-bit LLMs
2025
Towards Thinking-Optimal Scaling of Test-Time Compute for LLM Reasoning
2025
LongNet: Scaling Transformers to 1,000,000,000 Tokens
2023
Retentive Network: A Successor to Transformer for Large Language Models
2023
BitNet: Scaling 1-bit Transformers for Large Language Models
2023
Q-Sparse: All Large Language Models can be Fully Sparsely-Activated
2024
BitNet a4.8: 4-bit Activations for 1-bit LLMs
2024
MH-MoE:Multi-Head Mixture-of-Experts
2024
Topics
Efficiency
Model Architecture
Training Techniques
Evaluation
Fine-Tuning
Chain-of-Thought
math
reasoning
Code