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Keith Ross — most-cited papers & profile · Large Language Models
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Keith Ross
18
papers ·
119
citations
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Most-cited papers
On the Limits of Layer Pruning for Generative Reasoning in Large Language Models
2026
Training Reasoning Models on Saturated Problems via Failure-Prefix Conditioning
2026
On the Limits of Layer Pruning for Generative Reasoning in LLMs
2026
Warm Up Before You Train: Unlocking General Reasoning in Resource-Constrained Settings
2025
Top co-authors
Minwu Kim
· 4
Safal Shrestha
· 4
Anubhav Shrestha
· 3
Aadim Nepal
· 2
Aadim Nepal
· 1
Minwu Kim
· 1
Safal Shrestha
· 1
Topics
Efficiency
Training Techniques
Model Architecture
Fine-Tuning
Reinforcement Learning