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LLM-Drop

university
https://github.com/CASE-Lab-UMD/LLM-Drop
Shwai-He
Activity Feed

AI & ML interests

Efficient and adaptive foundation models across language and multimodal intelligence.

Recent Activity

shwai-heĀ  authored a paper 2 days ago
Selective Reflection-Tuning: Student-Selected Data Recycling for LLM Instruction-Tuning
shwai-heĀ  authored a paper 2 days ago
What Matters in Transformers? Not All Attention is Needed
shwai-heĀ  authored a paper 2 days ago
Capacity-Aware Inference: Mitigating the Straggler Effect in Mixture of Experts
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Papers

Demystifying When Pruning Works via Representation Hierarchies

Making Large Language Models Efficient Dense Retrievers

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Guoheng Sun's profile pictureShwai He's profile picture
LLM-Drop 's Papers 4
Submitted by
Shwai He
20

Demystifying When Pruning Works via Representation Hierarchies

LLM-Drop LLM-Drop
10 2
4

Making Large Language Models Efficient Dense Retrievers

LLM-Drop LLM-Drop
4
Submitted by
Shwai He
4

Understanding and Harnessing Sparsity in Unified Multimodal Models

LLM-Drop LLM-Drop
21 2
Submitted by
AK
33

What Matters in Transformers? Not All Attention is Needed

LLM-Drop LLM-Drop
190 3
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