Haiquan Lu
3 papers · 2024–2024 · 2 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🌍
Conference Polyglot
(2)
🐝
Cross-Pollinator
(12)
Conferences
NIPS (2)
ECCV (1)
Top co-authors
Keywords
model compression
(1)
neural network pruning
(1)
out-of-distribution generalization
(1)
model pruning
(1)
weight matrix
(1)
layer-wise pruning
(1)
spectral density
(1)
robust generalization
(1)
deep ensemble
(1)
large language model
(1)
heavy-tailed self-regularization
(1)
layerwise pruning
(1)
empirical spectral density
(1)
Papers
AlphaPruning: Using Heavy-Tailed Self Regularization Theory for Improved Layer-wise Pruning of Large Language Models
NIPS 2024
Sharpness-diversity tradeoff: improving flat ensembles with SharpBalance
NIPS 2024
Early Preparation Pays Off: New Classifier Pre-tuning for Class Incremental Semantic Segmentation
ECCV 2024