LLM Pruning with Elastic Net Enhanced Wanda Strategy

Ayman Gharaibeh; William B. Glisson; Xiyuan Liu; Majd Z. Tahat

doi:10.32473/flairs.39.1.141693

LLM Pruning with Elastic Net Enhanced Wanda Strategy

Ayman Gharaibeh
, William B. Glisson
, Xiyuan Liu
, Majd Z. Tahat

Louisiana Tech University

Research output: Contribution to journal › Conference article › peer-review

Original language	English
Journal	Proceedings of the International Florida Artificial Intelligence Research Society Conference, FLAIRS
Volume	39
Issue number	1
DOIs	https://doi.org/10.32473/flairs.39.1.141693
State	Published - 2026
Event	39th International Florida Artificial Intelligence Research Society Conference, FLAIRS-39 2026 - Marco Island, United States Duration: May 17 2026 → May 20 2026

ASJC Scopus Subject Areas

Software
Artificial Intelligence

Keywords

Elastic Net
Large Language Models
Model Pruning
Perplexity
Sparsity
Training-Free Pruning
Wanda

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10.32473/flairs.39.1.141693

Cite this

@article{8b97c14cd1344e4e8ab629034dac478e,

title = "LLM Pruning with Elastic Net Enhanced Wanda Strategy",

keywords = "Elastic Net, Large Language Models, Model Pruning, Perplexity, Sparsity, Training-Free Pruning, Wanda",

author = "Ayman Gharaibeh and Glisson, \{William B.\} and Xiyuan Liu and Tahat, \{Majd Z.\}",

note = "Publisher Copyright: {\textcopyright} 2026, Florida Online Journals, University of Florida. All rights reserved.; 39th International Florida Artificial Intelligence Research Society Conference, FLAIRS-39 2026 ; Conference date: 17-05-2026 Through 20-05-2026",

year = "2026",

doi = "10.32473/flairs.39.1.141693",

language = "English",

volume = "39",

journal = "Proceedings of the International Florida Artificial Intelligence Research Society Conference, FLAIRS",

issn = "2334-0754",

number = "1",

}

TY - JOUR

T1 - LLM Pruning with Elastic Net Enhanced Wanda Strategy

AU - Gharaibeh, Ayman

AU - Glisson, William B.

AU - Liu, Xiyuan

AU - Tahat, Majd Z.

PY - 2026

Y1 - 2026

KW - Elastic Net

KW - Large Language Models

KW - Model Pruning

KW - Perplexity

KW - Sparsity

KW - Training-Free Pruning

KW - Wanda

UR - https://www.scopus.com/pages/publications/105040215260

UR - https://www.scopus.com/pages/publications/105040215260#tab=citedBy

U2 - 10.32473/flairs.39.1.141693

DO - 10.32473/flairs.39.1.141693

M3 - Conference article

AN - SCOPUS:105040215260

SN - 2334-0754

VL - 39

JO - Proceedings of the International Florida Artificial Intelligence Research Society Conference, FLAIRS

JF - Proceedings of the International Florida Artificial Intelligence Research Society Conference, FLAIRS

IS - 1

T2 - 39th International Florida Artificial Intelligence Research Society Conference, FLAIRS-39 2026

Y2 - 17 May 2026 through 20 May 2026

ER -

LLM Pruning with Elastic Net Enhanced Wanda Strategy

ASJC Scopus Subject Areas

Keywords

Access to Document

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