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Deyi Liu — most-cited papers & profile · Large Language Models
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Deyi Liu
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Most-cited papers
LLMs as Noisy Channels: A Shannon Perspective on Model Capacity and Scaling Laws
2026
GatePro: Parameter-Free Expert Selection Optimization for Mixture-of-Experts Models
2025
Balanced Actor Initialization: Stable RLHF Training of Distillation-Based Reasoning Models
2025
Model Merging in Pre-training of Large Language Models
2025
Top co-authors
Jing Liu
· 4
Yiyuan Ma
· 4
Chen Zheng
· 3
Siyuan Qiao
· 3
Xun Zhou
· 3
Yuan Yang
· 3
Jin Ma
· 2
Liang Xiang
· 2
Yonghui Wu
· 2
Yuhang Cai
· 2
Bairen Yi
· 1
Bole Ma
· 1
Topics
cs.LG
cs.CL
cs.AI
cs.IT
math.IT
Model Architecture
Training Techniques
Efficiency