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Rui Pan — most-cited papers & profile · Large Language Models
← authors
·
overview
Rui Pan
18
papers ·
125
citations ·
0
h-index
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Most-cited papers
LISA: Layerwise Importance Sampling For Memory-efficient Large Language Model Fine-tuning
2024 · 106 citations
Adapt-pruner: Adaptive Structural Pruning For Efficient Small Language Model Training
2025 · 6 citations
SpecReason: Fast and Accurate Inference-Time Compute via Speculative Reasoning
2025
MiCRo: Mixture Modeling and Context-aware Routing for Personalized Preference Learning
2025
Chain-of-Experts: Unlocking the Communication Power of Mixture-of-Experts Models
2025
TheoremLlama: Transforming General-Purpose LLMs into Lean4 Experts
2024
Personalized Visual Instruction Tuning
2024
Top co-authors
Tong Zhang
· 4
Jiarui Yao
· 2
Jipeng Zhang
· 2
Renjie Pi
· 2
Shizhe Diao
· 2
Boyao Wang
· 1
Feng Luo
· 1
Gabriele Oliaro
· 1
Han Zhao
· 1
Jiajun Wu
· 1
Jianshu Zhang
· 1
Jingyan Shen
· 1
Topics
Training Techniques
Efficiency
Fine-Tuning
Model Architecture
In-Context Learning
Evaluation
Reinforcement Learning
Safety & Alignment
Code
Vision-Language