Concepedia

Sehoon Kim

SK

Statistics

Publications

8

Citations

430

H-Index

8

Active since

2021

Affiliations

University of California, Berkeley(Current)

Sehoon Kim is an author at University of California, Berkeley specializing in computer science, engineering, and computer engineering.

Top concepts

EngineeringComputer ScienceMachine LearningComputer EngineeringData ScienceDeep LearningComputer ArchitecturePerformance ImprovementComputing SystemsSpeech Processing

Publications per year

2021–2024

8

Publications

8

AI and Memory Wall

Amir Gholami, Zhewei Yao, Sehoon Kim et al. · IEEE Micro · 2024 · 204 citations

Artificial Intelligence, Engineering, Machine Learning +22

Learned Token Pruning for Transformers

Sehoon Kim, Sheng Shen, David Thorsley et al. · Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining · 2022 · 88 citations · Full text

Llm Fine-tuning, Transformer Models, Learned Token Pruning +14

Hessian-Aware Pruning and Optimal Neural Implant

Shixing Yu, Zhewei Yao, Amir Gholami et al. · 2022 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) · 2022 · 39 citations

Convolutional Neural Network, Engineering, Machine Learning +21

Learned Token Pruning for Transformers

Sehoon Kim, Sheng Shen, David Thorsley et al. · arXiv (Cornell University) · 2021 · 24 citations · Full text

Natural Language Processing, Large Ai Model, Llm Fine-tuning +13

SqueezeLLM: Dense-and-Sparse Quantization

Sehoon Kim, Coleman Hooper, Amir Gholami et al. · arXiv (Cornell University) · 2023 · 23 citations · Full text

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