Yefan Zhou
7 papers
· 2023–2024
· 3 conferences
· across top CS/AI conferences
Achievements
π
Conference Polyglot
(3)
π
Interdisciplinary Bridge
π§
Keyword Pioneer
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Cross-Pollinator
(12)
πΊοΈ
Taxonomy Completionist
(12)
π
Keyword Champion
(2)
β‘
Prolific Year
(5)
Conferences
NIPS (3)
EMNLP (2)
ICML (2)
Top co-authors
Keywords
model compression
(3)
heavy-tailed self-regularization
(2)
spectral density
(2)
large language model
(2)
layer-wise learning rate
(2)
neural network optimization
(1)
out-of-distribution generalization
(1)
model pruning
(1)
redundancy reduction
(1)
layer-wise analysis
(1)
hyperparameter tuning
(1)
learning rate
(1)
parameter-efficient fine-tuning
(1)
low-rank adaptation
(1)
mixture of expert
(1)
model fine-tuning
(1)
weight matrix
(1)
layer-wise pruning
(1)
statistical mechanics
(1)
robust generalization
(1)
Papers
A Three-regime Model of Network Pruning
ICML 2023